End of training

README.md

@@ -0,0 +1,60 @@
+---
+license: mit
+base_model: gpt2
+tags:
+- generated_from_trainer
+model-index:
+- name: FreeLabSeminar_MammoLLM_Jangbi
+  results: []
+---
+
+<!-- This model card has been generated automatically according to the information the Trainer had access to. You
+should probably proofread and complete it, then remove this comment. -->
+
+# FreeLabSeminar_MammoLLM_Jangbi
+
+This model is a fine-tuned version of [gpt2](https://huggingface.co/gpt2) on the None dataset.
+It achieves the following results on the evaluation set:
+- Loss: 5.1718
+
+## Model description
+
+More information needed
+
+## Intended uses & limitations
+
+More information needed
+
+## Training and evaluation data
+
+More information needed
+
+## Training procedure
+
+### Training hyperparameters
+
+The following hyperparameters were used during training:
+- learning_rate: 0.0005
+- train_batch_size: 192
+- eval_batch_size: 192
+- seed: 42
+- gradient_accumulation_steps: 4
+- total_train_batch_size: 768
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: cosine
+- lr_scheduler_warmup_steps: 5
+- num_epochs: 1
+
+### Training results
+
+| Training Loss | Epoch | Step | Validation Loss |
+|:-------------:|:-----:|:----:|:---------------:|
+| 6.7012        | 0.74  | 5    | 5.1718          |
+
+
+### Framework versions
+
+- Transformers 4.34.0
+- Pytorch 1.13.1
+- Datasets 2.14.5
+- Tokenizers 0.14.1

added_tokens.json

@@ -0,0 +1,3 @@
+{
+  "<|endoftext|>": 0
+}

config.json

@@ -0,0 +1,39 @@
+{
+  "_name_or_path": "gpt2",
+  "activation_function": "gelu_new",
+  "architectures": [
+    "GPT2LMHeadModel"
+  ],
+  "attn_pdrop": 0.1,
+  "bos_token_id": 0,
+  "embd_pdrop": 0.1,
+  "eos_token_id": 0,
+  "initializer_range": 0.02,
+  "layer_norm_epsilon": 1e-05,
+  "model_type": "gpt2",
+  "n_ctx": 28,
+  "n_embd": 768,
+  "n_head": 12,
+  "n_inner": null,
+  "n_layer": 12,
+  "n_positions": 1024,
+  "reorder_and_upcast_attn": false,
+  "resid_pdrop": 0.1,
+  "scale_attn_by_inverse_layer_idx": false,
+  "scale_attn_weights": true,
+  "summary_activation": null,
+  "summary_first_dropout": 0.1,
+  "summary_proj_to_labels": true,
+  "summary_type": "cls_index",
+  "summary_use_proj": true,
+  "task_specific_params": {
+    "text-generation": {
+      "do_sample": true,
+      "max_length": 50
+    }
+  },
+  "torch_dtype": "float32",
+  "transformers_version": "4.34.0",
+  "use_cache": true,
+  "vocab_size": 3000
+}

generation_config.json

@@ -0,0 +1,6 @@
+{
+  "_from_model_config": true,
+  "bos_token_id": 0,
+  "eos_token_id": 0,
+  "transformers_version": "4.34.0"
+}

merges.txt

@@ -0,0 +1,2744 @@
+#version: 0.2
+c a
+m a
+r e
+t i
+ca l
+Ġ ma
+Ġ a
+Ġ i
+e n
+s e
+o cal
+f i
+Ġ o
+o n
+t e
+G r
+c i
+ti on
+Ġ M
+A t
+ci fi
+ca tion
+cifi cation
+n d
+Ġi n
+u s
+d e
+re d
+Ġma m
+te red
+a de
+ĠM G
+cification s
+Ġ c
+i c
+g r
+Ġ m
+Ġma s
+r y
+Ġ b
+h e
+Ġ p
+n c
+ic r
+Ġ f
+icr ocal
+Ġm icrocal
+Ġa nd
+s i
+h y
+N o
+Ġmicrocal cifications
+Ġ n
+ti v
+se s
+Ġmas ses
+Ġo r
+a re
+l us
+Ġ d
+lus tered
+gr ade
+Ġa re
+Ġc lustered
+Ġf ocal
+are nc
+arenc hy
+Ġp arenchy
+Ġi s
+l a
+e g
+T he
+tiv e
+ma ry
+Ġparenchy ma
+eg a
+ega tive
+Ġ Gr
+Ġmam mary
+m o
+Ġd en
+Ġ 3
+l e
+Ġ s
+Ġn egative
+) .
+Ġo f
+Ġ cal
+r o
+l y
+Ġ C
+s t
+Ġden se
+t y
+v i
+re a
+Ġ vi
+b le
+rea st
+si ble
+Ġvi sible
+la r
+o us
+Ġ L
+Ġb reast
+g n
+Ġ se
+u lar
+t h
+Ġ R
+ro g
+Ġse en
+m e
+ca t
+cat tered
+e r
+N C
+Ġmam mo
+Ġs cattered
+ous ly
+en e
+Ġ 2
+Ġ (
+ene ously
+en i
+Ġ fi
+eni gn
+Ġ 4
+la nd
+land ular
+Ġfi b
+o mo
+Ġfib rog
+Ġfibrog landular
+a t
+h omo
+homo g
+homog eneously
+Ġin homogeneously
+o th
+M G
+Gr ade
+Ġb oth
+Ġb enign
+Ġcal cifications
+ĠM MG
+Ġden si
+s y
+Ġdensi ty
+Ġ l
+sy m
+sym me
+ĠR t
+symme t
+ĠL t
+Ġ NC
+symmet ry
+Ġn o
+U O
+u p
+Ġ grade
+t he
+i n
+Ġcal cification
+Ġmas s
+Ġa symmetry
+Ġ 1
+p er
+Ġ the
+- >
+Ġl o
+up per
+a l
+Ġ upper
+Ġno d
+Ġf at
+Ġbreast s
+te r
+Ġfat ty
+Ġlo w
+Ġlow er
+Ġ r
+Ġ -
+Ġ le
+ma l
+s c
+e d
+u le
+Ġ e
+h i
+a p
+ĠR UO
+ĠGr ade
+Ġnod ule
+Ġma y
+w i
+en si
+ĠL UO
+Ġmammo gr
+ap hy
+t a
+i ty
+Ġmammogr aphy
+Ġo u
+tiv ity
+Ġs ensi
+Ġsensi tivity
+Ġou ter
+a n
+s s
+in g
+hi s
+Ġcal c
+Ġe x
+T his
+g e
+Ġex t
+o u
+ta te
+Ġ gr
+sc u
+b scu
+Ġo bscu
+u nc
+c m
+unc tate
+Ġobscu re
+mal l
+N egative
+Ġ B
+me ly
+re mely
+Ġext remely
+Ġp unctate
+Ġc h
+Ġ si
+Ġs mall
+Ġs u
+g h
+Ġr t
+an ge
+Ġch ange
+Ġl t
+ro u
+wi th
+rou nd
+Ġ with
+te rog
+en t
+Ġ &
+gn i
+o r
+Ġ- ->
+n er
+si on
+Ġin ner
+Ġ2 0
+terog eneously
+nc e
+Ġ ti
+n egative
+Ġa l
+Ġd i
+Ġsi nce
+U I
+Ġle sion
+Ġma gni
+f t
+Ġa t
+B enign
+u e
+Ġp ro
+Ġo n
+Ġle ft
+Ġmicrocal cification
+H e
+w h
+Ġti ss
+Ġtiss ue
+Ġ S
+e w
+m in
+o up
+p h
+oup ed
+Ġ ->
+He terogeneously
+v al
+l d
+Ġnod ular
+Ġc o
+i gh
+o me
+igh t
+A symmetry
+- ->
+a r
+Ġ re
+Ġs ome
+Ġlower s
+r ph
+Ġ G
+ou ld
+Ġc ould
+ĠS A
+f f
+u se
+Ġ round
+ff use
+te d
+Ġ de
+wh at
+Ġsu r
+Ġsome what
+round ing
+i l
+Ġsur rounding
+min ent
+ou gh
+th ough
+Ġal though
+Ġgr ouped
+Ġpro minent
+r c
+k ing
+Ġ20 0
+the r
+Ġ D
+Ġr ight
+p le
+Ġa x
+u l
+o king
+Ġ ì
+il la
+Ġ en
+ĠL UI
+d en
+Ġax illa
+ĠL N
+Ġsu b
+m p
+i on
+ĠM a
+I I
+wi se
+Ġdi ffuse
+Ġ20 1
+ther wise
+Ġo val
+Ġ t
+Ġ ,
+Ġ he
+ul ti
+r i
+Ġa mo
+Ġ nc
+Ġa b
+ion al
+Ġco mp
+rph ous
+Ġ 0
+L O
+L I
+ulti ple
+Ġcal cifi
+Ġmicrocal c
+n or
+nor mal
+ĠR UI
+se d
+Ġab normal
+Ġamo rphous
+mo st
+Ġen ti
+Ġenti re
+Ġ Negative
+u m
+are o
+r al
+rea sed
+Ġparenchy me
+Ġre g
+Ġdi st
+l o
+c t
+O therwise
+ci rc
+Ġentire ly
+areo lar
+e ss
+Ġreg ional
+Ġvi ew
+ri b
+r a
+Ġ No
+Ġlo oking
+Ġnodule s
+Ġ Ċ
+Ġal most
+e s
+ì Ŀ
+la ted
+den se
+c reased
+) ,
+v er
+Ġm i
+re g
+b enign
+r ic
+Ġ N
+o si
+Ġ Heterogeneously
+osi tion
+Ġsub areolar
+fi n
+Ġdist or
+Ġare a
+symmet ric
+Ġ ë
+a red
+ver al
+t ra
+ar se
+r reg
+Ġ1 2
+rreg ular
+Ġ circ
+Ġcomp osition
+re vi
+n g
+Ġ F
+Ġt o
+Ġhe terogeneously
+rib ed
+n o
+fi cation
+Ġm ultiple
+m mo
+Ġis o
+um sc
+umsc ribed
+a in
+p i
+e c
+Ġco arse
+B reast
+ct u
+u lated
+y st
+hi te
+Ġmi d
+Ġp le
+hite ctu
+s x
+ĠG II
+b a
+p ic
+Ġc en
+m ent
+ĠMa mmo
+ĠL LI
+Ġple omo
+rph ic
+A sx
+ain t
+Ġcirc umscribed
+Ġcen ter
+m mary
+Ġp o
+hitectu ral
+pic ulated
+ti es
+h r
+Ġi rregular
+Ġcalcifi ed
+ma mmary
+Ġde fin
+Ġ th
+Ġ T
+Ġpleomo rphic
+lo oking
+Ġa rc
+Ġiso dense
+Ġin ter
+tra mammary
+Ġsi z
+Ġle ss
+F ocal
+h o
+pi ci
+p e
+us pici
+Ġ A
+Ġf aint
+Ġc yst
+Ġp revi
+w o
+í ķ
+Ġmagni fication
+n y
+Ġarc hitectural
+ment al
+ĠGII I
+Ġ g
+L ess
+Ġti ny
+Ġs piculated
+Ġf ew
+uspici ous
+Ġ hy
+ĠMa gni
+ĠB enign
+k in
+l l
+Ġpro ba
+Ġe vi
+Ġfi nd
+o re
+Ġfind ing
+Ġinter val
+O n
+c e
+u al
+i s
+. )
+. (
+ĠR LI
+Ġhe terog
+Ċ Ċ
+Ġin tramammary
+Ġ Otherwise
+Ġdensi ties
+Ġ v
+k e
+Ġ .
+Ġ This
+i ffuse
+i ke
+u n
+wh ic
+whic h
+ì Ĺ
+g mental
+u t
+m ma
+Ġse veral
+ho ic
+sc ular
+ou t
+a scular
+icrocal cifications
+ĠLN s
+Ġs kin
+b reast
+p a
+Ġ- -
+b ly
+Ġdistor sion
+r k
+ĠG R
+ĠL LO
+mma tion
+n e
+Ġsu mmation
+L t
+g ed
+Ġse gmental
+Ġdefin i
+den ce
+ĠR LO
+Ġevi dence
+Ġs uspicious
+Ġb i
+Ġ which
+Ġno ted
+Ġext ent
+Ġprevi ous
+lar ged
+p o
+Ġa symmetric
+Ġcal ci
+i t
+Ġb ut
+d ual
+Ġcomp ared
+si dual
+an t
+R t
+ent ral
+Ġ- -->
+Ġc entral
+Ġl ike
+ê °
+Ġin creased
+The re
+Ġdistor tion
+Ġv ascular
+ene ous
+t le
+la ter
+later al
+f ocal
+Ġf ar
+ec hoic
+A symmetric
+Ġ 9
+Ġaxilla e
+e p
+o ma
+1 2
+1 0
+i p
+S cattered
+ìĹ IJ
+eni ng
+Ġheterog eneous
+pa ci
+ca n
+Ġo paci
+Ġre sidual
+M icrocalcifications
+Ġproba bly
+o ry
+c c
+it on
+a ble
+pe ared
+or tion
+e ar
+Ġ 6
+min ant
+C lustered
+Ġsiz e
+´ ì
+Ġhy po
+d ular
+ca iton
+a symmetry
+Ġdefini te
+Ġde creased
+Ġde ep
+Ġp ortion
+Ġm ore
+ĠL U
+ĠT omo
+gni fi
+D iffuse
+can t
+ip ple
+gnifi cant
+Ġ200 4
+ë ĭ
+Ġcyst s
+Ġsi gnificant
+ti ng
+ter i
+l u
+Ġt wo
+red o
+Ġen larged
+minant ly
+redo minantly
+Ġhypo echoic
+Ġsub tle
+Ġn ipple
+Ġparenchyma l
+2 0
+o ss
+ì Ħ
+ĠM LO
+Ġp redominantly
+Ġ w
+o p
+cc ess
+ìĿ Į
+Ġë ³
+Ġno t
+oss ly
+M T
+Ġpo s
+Ġfi ne
+Ġ200 8
+Ġlike ly
+teri or
+Ġs h
+l ight
+ma rk
+ccess ory
+Ġarea s
+1 1
+o therwise
+e ll
+lar ge
+c or
+. ,
+Ġopaci ty
+M ultiple
+ap peared
+light ly
+ë Ĭ
+v o
+. .
+Ġsiz ed
+ĠR U
+A T
+v e
+Ģ ì
+. -->
+Ġmam m
+mark able
+Ġ1 0
+Ġwith out
+c tion
+ê ²
+e veral
+in ear
+r mal
+Ġ200 9
+Ġdiffuse ly
+a tion
+ĠC C
+Ġg landular
+ĠT S
+cor n
+Ġpos terior
+Ġ UO
+si ty
+ĠF C
+Ġth is
+Ġmicrocal ci
+ic k
+¡ ľ
+in sity
+Ġde insity
+d y
+m m
+Ġ O
+symmet ri
+Ġdi s
+Ġth ick
+d ule
+ê° Ģ
+Ġcalcifi caiton
+lo b
+Ġdist rib
+Ġ P
+Ġbi lateral
+T wo
+in ing
+Ġdistrib u
+en ously
+Ġb x
+He terog
+a d
+p corn
+ĠB x
+ĠF A
+ëĬ Ķ
+ê ³
+Ġ :
+Ġthick ening
+íķ ĺ
+Gr ouped
+Ġaxilla ry
+Ġn ew
+¼ ë
+Ġp re
+d ensi
+Ġmicrocal cifi
+Ġbi op
+Ġa n
+Ġpo pcorn
+densi ty
+eg ional
+cifi ed
+Ġì Ŀ
+Ġw ell
+Ġl inear
+Ġhy per
+ti c
+Ġp er
+Ġno rmal
+Ġ1 1
+c lustered
+ĠUO Q
+Ġ201 0
+ìĿ ´
+ë IJ
+Ġ '
+Ġa symmetri
+g ge
+i gn
+Ġgr an
+3 2
+Ġn eg
+N ew
+Ġdefin ed
+lob al
+S everal
+Ġ 5
+Ġc on
+Ġgran ul
+- -
+i m
+Ġ200 6
+0 4
+Ġ200 5
+Ġ200 7
+0 7
+ì ľ
+0 9
+gge s
+Heterog enously
+ë ¶
+Ġì ķ
+Ġproba ble
+Ġ í
+de fin
+Ġgranul oma
+0 6
+ĠM MT
+Ġbiop sy
+ĠFC C
+M a
+ĥ ģ
+defin ed
+Ġ large
+t ry
+ìĦ ľ
+Ġhyper dense
+0 5
+u ct
+Ġ I
+Ġma rk
+nc reased
+circ le
+te ry
+F ew
+Ġc or
+p ro
+Ġsu gges
+Ġ201 2
+Ġasymmetri es
+0 8
+ì §
+e ft
+No dular
+ĠL ess
+Ġ E
+le ss
+A l
+f cation
+Ġgranuloma s
+Ġ Asymmetry
+Al most
+ëĭ ¤
+t u
+Ġ un
+il k
+Ġlo b
+Ġsi te
+Ġ200 3
+s cattered
+Ġt omo
+Ġre ma
+Ġa p
+Ġc m
+ta tion
+Ġcor re
+Ġou t
+o w
+ì ĭ
+cal cified
+p unctate
+e creased
+ta ining
+Ġì ŀ
+Ġ201 1
+0 3
+Ġmi ld
+Ġprevi ously
+Ġdis appeared
+Ġpre s
+Ġin c
+Ġn on
+Ħ ì
+( -
+Ġc lus
+Ġd uct
+Ġpo st
+Ġpres ent
+ĠF ocal
+Ġ201 5
+ĠO S
+Ġ ca
+Ġ201 4
+Ġi ll
+ìĹIJ ìĦľ
+R egional
+Ġ la
+Ġcalcifi c
+A D
+Ġma r
+Ġcalci um
+v en
+re markable
+Ġsub A
+Ġin vo
+Ġì Ĺ
+ĊĊ Ċ
+ìľ ¼ë
+ì Ļ
+Ġe c
+ad ow
+Ġsh adow
+i d
+ł Ħ
+Ġ201 6
+Ġ >
+revi ously
+pi cal
+Ġun remarkable
+Ma ss
+d ing
+o st
+ë ³
+Ġs lightly
+ë¶ Ģ
+u b
+Ī ìĿĮ
+Ġa sym
+en ous
+A ccessory
+ro m
+Ġa symme
+Ġcalcificaiton s
+Ġ 8
+ulti focal
+Ġdistribu ted
+Ī ëĭ¤
+No dule
+in ed
+Ġ201 3
+Ġper i
+ìĿ ´ì
+Ġgr ossly
+d n
+o mp
+Ġclus ter
+um b
+Ġm ilk
+ĠLU C
+Ġcon taining
+r t
+Ġo s
+umb er
+Ġf rom
+Ġn umber
+Ġìķ Ĭ
+Ġb o
+ê³ ł
+Ġr im
+Ġg lobal
+b oth
+Ġ 7
+ty pical
+Ġs tu
+a ted
+Ġsh ap
+Ġperi areolar
+ore ign
+ĠL eft
+Ġb rea
+Ġasym m
+p rea
+0 1
+í Ļ
+ìĿ ĺ
+D ecreased
+Ġ201 9
+Ġheterog enous
+Ġsugges ting
+ë ¡ľ
+I rregular
+Ġre tra
+Ġdefini tive
+ëĭ Īëĭ¤
+I ncreased
+Ġcalc s
+ph ic
+Ġth an
+Ġstu dy
+Ġm icr
+Ĥ ¬
+Ġn e
+Ġre markable
+u c
+ĠM g
+lu ting
+Ġbo dy
+ĠMa g
+ì§ Ģ
+Ġinc lu
+prea d
+ou nd
+is appeared
+0 2
+2 2
+ì ĥģ
+Ġ201 7
+Ġmark ed
+Ġretra ction
+Ġmicr o
+i lateral
+ì ł
+re e
+a c
+d iffuse
+Ġa ccessory
+yst ro
+S mall
+a m
+Ġ hi
+ma ss
+no tation
+n larged
+Ġ ê
+j ec
+lo p
+Ġë ¹
+ystro phic
+íķ ľ
+a nd
+Ġg un
+jec tion
+Ġf oreign
+Ġpro ven
+un t
+Ġë³ ´
+ve lop
+m ph
+s tic
+M MT
+m ultiple
+Ġ typical
+Ġon e
+íķ ¨
+Ġan notation
+ìĭ ľ
+. ->
+P unctate
+b out
+me try
+Ġ ly
+ba bly
+Ġmicrocalcifi caiton
+Ġinvo luting
+¸ ë¶Ģ
+ì ĺ
+Ġab out
+Gr ossly
+Ġly mph
+C AD
+ì Ľ
+Ġcorre lated
+g in
+Ġf or
+Ġcirc le
+no dular
+Ġlesion s
+ìĿ Ģ
+ec e
+Ġevi dn
+vo id
+Ġë¹ Ħ
+Ġevidn ece
+Ġa r
+Ġamo unt
+Ġrema ined
+Ġd ystrophic
+(- )
+t al
+ì ĸ
+Ġ ê²
+Ġin jection
+in ly
+S lightly
+a den
+en se
+Ġdistribu tion
+2 3
+I n
+ë °
+ëIJ ĺ
+l ike
+ê µ
+nd is
+ĠS cattered
+ndis ti
+N c
+Ġi ma
+Ġd ue
+Ġfib ro
+Ġ201 8
+Ġopaci ties
+o arse
+se veral
+Ġno de
+l t
+ĠìĹ Ĩ
+Ġm e
+E nlarged
+ì ŀ
+no ther
+New ly
+Ġo void
+Ġm ultifocal
+Ġì Ļ
+Ġec hoic
+Ġinclu ding
+ndisti nc
+Ġa s
+Ġobscu red
+ation s
+O val
+ub tle
+íĻ Ķ
+ndistinc t
+Ġn ega
+al pa
+B ilateral
+s mall
+Ĥ ĺ
+ĠGr ouped
+C al
+Ġb e
+si s
+Ġì ĸ
+2 1
+aden oma
+l in
+Ġm ost
+alpa ble
+c omp
+Ġp un
+mo rphous
+large ment
+êµ IJ
+si nce
+ìĦ ±
+ĠìĿ ´ì
+Ġë¹Ħ êµIJ
+P ro
+c re
+¶ Ķ
+Ġa sy
+Ġen largement
+ĠRU C
+Ģì Ĥ¬
+Ġasymme tery
+Ġ x
+revi ous
+Ġo ther
+ëIJ ¨
+c tive
+n al
+ou ter
+f a
+rea ctive
+ĠB UO
+Ġap peared
+Ġnon calcified
+p t
+ë ı
+ļ Ķ
+ìľ¼ë ¡ľ
+í Į
+ĠM ultiple
+ê³ ¼
+ë ł
+ì ķ
+Ġì ´
+Ġì ľ
+fication s
+ho w
+S A
+ë ª
+Ġp alpable
+no dule
+Ġmar gin
+Ġfibro adenoma
+M ore
+q u
+Ġcalcifi ca
+ma t
+ti fa
+si de
+Ġs how
+ìĻ Ģ
+Ġshap ed
+cre ening
+P reviously
+Ĩ Į
+Ġi ndistinct
+ro w
+D ense
+Ġcalci fcation
+g ing
+Ġma inly
+ĠL T
+íĮ Į
+tifa ct
+R e
+Ġla st
+at ter
+atter n
+D isappeared
+Ġp ar
+Ġs pread
+ĠC lustered
+st s
+ìĽ IJ
+n i
+Ġ reactive
+Ġin tra
+ĪìĿĮ íĮĮ
+ĠìķĬ ìĿĮ
+B oth
+S uspicious
+i z
+y stic
+Ġar tifact
++ ,
+t s
+Ġp attern
+Ġsub areo
+m icrocal
+m icrocalcifications
+gr ouped
+he ll
+ĠD iffuse
+Ġë ¶
+Ġo therwise
+ar row
+Ġde velop
+f ter
+y er
+rea se
+Ġde te
+Ġap pe
+Ġla yer
+µ ëĭĪëĭ¤
+Ĭ µëĭĪëĭ¤
+No te
+ĠL I
+Ġ20 20
+Ġbrea s
+ma gni
+Ġinter nal
+o ci
+nc er
+Ġ ;
+eg mental
+ĠR egional
+Ġnew ly
+Ġne ed
+Ġpun tate
+o dense
+Ġmammogr am
+ë ħ
+Ġ íķ
+ce pt
+Ġë³ ´ì
+pro bably
+Ġasymm tery
+Ġmicrocalcificaiton s
+ë° ©
+lin e
+U ni
+Ġ ta
+ti fi
+eg g
+Ġiso echoic
+Ġdis per
+G R
+R ound
+d i
+r p
+Ġ H
+Ġa fter
+den tifi
++ )
+reg ional
+Ġappe ar
+Ġn ear
+al ly
+ĠLUO Q
+Ġmicrocalci fcation
+Ġrema ining
+Ġca ncer
+Ġdisper sed
+l i
+ê ¸
+his m
+Ġlob ular
+Uni dentifi
+- -->
+1 9
+Ġ [
+Ġì ł
+Ġmar king
+Unidentifi able
+m on
+Ġìŀ Ī
+rp hism
+N L
+W NL
+o s
+¹ ĺ
+re o
+Ħì ļĶ
+Ġduct al
+ìĺ ģ
+Ġbreas sts
+r ocal
+Ġ h
+fi ci
+ty pe
+o val
+ĠNo dular
+ê° ľ
+g ory
+Ġreg ion
+ĠF N
+Ġ egg
+Ġc ystic
+ta c
+ba ble
+Ġappear ing
+R ight
+on o
+te reo
+te gory
+si a
+S creening
+h en
+Ġm m
+ĠRUO Q
+ĠS everal
+lo w
+it ve
+C oarse
+r ue
+ŀ Ħ
+re s
+in y
+Ġsub c
+Diffuse ly
+ad i
+ìĿ´ì łĦ
+ĠìĿ´ì łĦ
+qu i
+tac tic
+- '
+m metry
+Ģ íĻĶ
+ĠM icrocalcifications
+Ġp hen
+st ra
+Ġ( <
+Ġde mon
+Ġth ree
+íķĺ ì§Ģ
+Ġì´ ĪìĿĮíĮĮ
+ëħ Ħ
+Ġphen o
+Ġdemon stra
+n ew
+s ual
+s hell
+u la
+Ġ UI
+Ġgr oup
+Ġdi la
+Ġout side
+tereo tactic
+Ġpheno type
+1 7
+Ġb ening
+Ġs ono
+Ġë³ ĢíĻĶ
+ĠP unctate
+Ġima ging
+ĠìĹĨ ìĿĮ
+1 6
+S piculated
+Ġ lateral
+Ġp uc
+ĠR T
+ne ed
+ĠFC D
+Ġìĸ ij
+sual iz
+S egmental
+v ocal
+Ġ U
+Ġ rou
+ł ë°©
+Ġsubareo la
+qui vocal
+- ,
+L eft
+V ascular
+n the
+p revious
+ì ĬµëĭĪëĭ¤
+Ġ ê°Ģ
+Ġma l
+cation s
+Ġe de
+Ġì Ħ
+ê² ¬
+Ġhi de
+nthe sis
+1 8
+A bout
+R UO
+f ci
+© °
+¸ ¡
+ë į
+í ĸ
+Ġ II
+ĠM R
+vi ew
+Ġex cept
+ng le
+ĠìĻ ¸ë¶Ģ
+Ġpuc tate
+c on
+d le
+ë Ĥĺ
+Ġmam o
+ĠC a
+sy nthesis
+Ġcorre la
+ìĻ ¸ë¶Ģ
+Ġa cc
+te ro
+in tramammary
+Ġt rue
+ĠN c
+Ġpre v
+Ġë³´ ìĿ´
+Ġíķ ĦìļĶ
+) -->
+h ree
+t ro
+ij ë³
+Ġì ¶Ķ
+ĠP reviously
+1 4
+C C
+a s
+i ties
+u ation
+§ Ģ
+Ġ WNL
+Ġb ra
+in ner
+Ġr adi
+Ġe val
+Ġpleomo rphism
+Ģì ľ
+oci ated
+Ġmammogram s
+Ġmal ign
+B x
+ë §
+mo re
+Ġì ĥ
+ìĹ ¬
+Ġìŀ ĪìĿĮ
+Ġasy me
+1 5
+Ġa ss
+Ġp ain
+ĠB oth
+Ġpunctate d
+rc hitectural
+Ġì ĺ
+ìĿ ¸
+ip he
+Ġlob ule
+ëª ¨
+Ġdemonstra ble
+Ġdila tation
+Ġeval uation
+2 4
+a g
+Ġare o
+Ġdense ly
+ĠL O
+ê² ĢìĤ¬
+Ġmicrocalcifi ca
+ĠUI Q
+d v
+s uspicious
+fi i
+a gn
+a ction
+o f
+ì ¸¡
+Ġsi ngle
+Ġabnormal ities
+Ġper iphe
+Ġshap e
+Ġhi gh
+Ġnega itve
+m try
+° °
+í ļ
+Ġs up
+Ġs tate
+Ġì ĭ
+ìĿ Ħ
+ĠE R
+´ Ģì
+cal cifications
+ver ted
+Ġmid dle
+Ġass ociated
+1 3
+3 0
+> >
+s pe
+circ umscribed
+ìĿ´ì §Ģ
+ìł ķ
+Ġdevelop ed
+low er
+íļ Į
+u ta
+x t
+¡ °
+Ġ <
+Ŀ íļĮ
+Ġa d
+Ġë³ ijë³
+S ubtle
+ĠA dv
+Ġê ´Ģì
+A rchitectural
+F aint
+T hree
+i rregular
+s piculated
+ĠC AD
+Ġwith in
+ĠS mall
+ĠìĿ ĺ
+A morphous
+¦ Ŀ
+Ġma c
+ĠR O
+im i
+Ġë³´ ìĿ´ì§Ģ
+Ġdete ction
+ëį ĺ
+2 8
+A nother
+D ec
+M O
+u r
+¬ ìĺģ
+ëĬ ¥
+like ly
+Ġê´Ģì °°
+A n
+O ther
+S kin
+T iny
+b ec
+p ec
+de creased
+Ġ200 2
+Ġabnormal ity
+íķĺ ìŬ
+ĠI n
+Ġmark er
+ĨĮ 견
+Ġë³´ì ŀĦ
+C I
+t o
+ļ ľ
+se gmental
+Ġs tereotactic
+Ġ( #
+ĠD ecreased
+ri or
+pro ven
+Ġtomo synthesis
+ĠìĹ IJ
+Ġec ho
+comp ared
+ëł ·
+ê¸ °
+Ġareo lar
+imi ted
+ļľ ëł·
+G lobal
+Ġa round
+de d
+Ġs y
+ra bec
+no w
+uspici on
+Ġí Ļ
+Ġsugges tive
+omp ared
+Ġima ge
+Ġperiphe ry
+. -
+W ell
+Ġ ê°
+omo rphic
+Ġre tro
+Ġë ļľëł·
+pe ct
+Cal cifications
+ëı Ħ
+CI S
+3 1
+o le
+¸ ìĽIJ
+Ġs ca
+ĠC al
+Ġ20 21
+Ġabnormal ly
+Ġiso lated
+ìĭ ¬
+ìĸ ´
+Pro minent
+Ġsubc uta
+Ġasyme mtry
++ +,
+0 0
+A S
+S l
+a ma
+i ncreased
+Ġa nother
+Ġp rior
+Ġs l
+me d
+Ġë §
+Ġarc hitectu
+ne ous
+Ġme tal
+Ġìĥ Ŀ
+rabec ular
+D i
+M MG
+a bout
+i ld
+q ual
+Ġinvo l
+rt oma
+In tramammary
+Ġegg shell
+ama rtoma
+f or
+l ic
+t ome
+Ġs mal
+at he
+Ġchange s
+ĠN ew
+ĠMagni fication
+ê° ģ
+Ġmicrocalci fci
+pro bable
+ĠLI Q
+Ġmac rocal
+2 7
+M icrocal
+o lu
+s pread
+ti ne
+le r
+Ġvi sualiz
+Ġë Ĭ
+íķ ´
+Ġlob ulated
+Ġê² ĥ
+Ġcalcifica ti
+res sion
+Ġacc hitectural
+fii cations
+2 9
+o bscu
+ë ¥
+Ġ ro
+ĠO val
+ìł ģ
+ìĸ ij
+Re sidual
+h ing
+j ac
+o ther
+ģ ìĥģ
+Ġm ic
+Ġs can
+ĠP ost
+Ġnode s
+comp osition
+Ġìĭ ľ
+jac ent
+D e
+L C
+a tive
+p la
+Ġo p
+ci ally
+gr ossly
+ĠR ight
+Ġl uc
+Ġë °
+ìĹ Ĩ
+Ġas pect
+ëĬ¥ ìĦ±
+o l
+x illa
+he d
+al l
+ĠD CIS
+Ġt rabecular
+Ġneg e
+ag tive
+. --
+G II
+O S
+p r
+v ascular
+ì ļ
+Į Ģ
+de r
+ta sia
+Ġre view
+Ġê² ĢìĤ¬
+ula ting
+ĠìĦ ĿíļĮ
+íĸ ī
+Ġad jacent
+Ġro d
+% )
+3 3
+C a
+C ompared
+M ultifocal
+R T
+S ep
+c ent
+h ic
+i rc
+o stic
+s kin
+t ric
+u g
+ì ¶Ķ
+). .
+Ġpro minant
+Ġ200 1
+ion s
+ĠF aint
+ĠA symmetric
+Ġw as
+(- ),
+Ġìĺ ģìĥģ
+Ġë³ijë³ Ģ
+Ġsubcuta neous
+Ġmicrocalcifci ations
+obscu re
+4 2
+a ccessory
+c hed
+t wo
+Ġo il
+Ġì ¦Ŀ
+Ġview s
+Ġë ª
+Ġmore likely
+ĠRU M
+Ġasymm try
+Ġmicro ca
+ac h
+Ġme ta
+Ġasy metry
+Ġìľ łë°©
+microcal cification
+agn ostic
+ĠìĥĿ ê°ģ
+ĠëĬ Ķ
+Ġluc ent
+Ġnege tive
+a nc
+c ted
+ì ¹ĺ
+Ľ Ħ
+nc hing
+ĠGr ossly
+Ġs us
+ë³ ´
+ìŀ Ħ
+Ġede ma
+2 5
+2 6
+C irc
+a morphous
+b x
+s ubtle
+± °
+¸ ë
+at hy
+Ġe ach
+Ġon ly
+Ġhe tero
+Ġë ĭ
+Ġg ade
+ë¶ Ħ
+ĠI D
+ìľ¼ë Ĥĺ
+Ġnear ly
+Ġrou tine
+Ġsup er
+now n
+E R
+L UO
+Ġc he
+ou r
+Ġne agtive
+Cal cified
+pec ted
+B T
+M LO
+S uspicion
+o b
+ĺ 모
+or der
+Ġdefinite ly
+ĠP ro
+Ġintra mmary
+anc y
+i mal
+s ti
+© ëĭĪëĭ¤
+ì ĨĮ
+vi ng
+ĠĊ Ċ
+es p
+is odense
+po t
+Ġw all
+Ġan terior
+Ġí ģ
+Ġë¹ĦêµIJ ìĭľ
+mat oma
+con taining
+Ġarchitectu re
+for m
+Microcal cification
+A sym
+I s
+p per
+Ġ )
+Ġ k
+ma mmo
+ĠM A
+ĠM M
+st a
+ut li
+Ġbiop si
+ìŀ IJ
++ +
+A B
+Ġ V
+ti ll
+se r
+No t
+Ġthe m
+Ġe spe
+Ġe qual
+Ġdi lated
+Ġì ¢
+ĠLN E
+Ġcomp ression
+no t
+Ġheterog enously
+ĠI ncreased
+Ġduct s
+Ġbrea ts
+Ġmargin ated
+Ġ(< -
+Ġbra nching
+Ģìľ Ħ
+ë§ Į
+Ġsca r
+AS x
+Ġìĭľ íĸī
+order line
+Ġespe cially
+5 2
+i nc
+cal cification
+Ġs pot
+ro us
+ĠD BT
+Ġì ĥģ
+Ġpos sible
+Ġshow s
+ĠII I
+Ġinvol ving
+De velop
+Ġche st
+utli ple
+F CC
+L N
+e b
+o m
+r ge
+s u
+u me
+ë ¦
+ë ¬
+ë ©°
+se l
+Ġì °
+ĠT wo
+op ple
+ĠìĿ ´
+Ġpar ti
+ĠíĻ ķ
+Ġì¦Ŀ ê°Ģ
+f at
+k en
+s ome
+s ub
+t ly
+Ġ At
+Ī ĺ
+ci ng
+Ġin verted
+Ġf o
+Ġs till
+Ġde rmal
+ĠMa ss
+es sel
+symmetri es
+¼ë ¶
+Ġí ı
+Ġinc rease
+Ġ> >
+Ġdete cted
+Ġta ken
+Ġmicrocalcifcation s
+Ġmic or
+ĠìĦĿíļĮ íĻĶ
+Circ umscribed
+form ity
+opple r
+F eb
+J an
+M ar
+ì ´
+Ġ íķĺ
+Ġax il
+Ġì ¡°
+Ġì ĨĮ견
+Ġen h
+ê° Ħ
+Ġë³ ¸ìĽIJ
+uct al
+Ġinclu ded
+Ġh amartoma
+Ġê°Ģ ëĬ¥ìĦ±
+Ġcorrela tion
+Ġmalign ancy
+Ġmeta sta
+¼ë¶ Ģ
+q ue
+fi r
+de te
+Ġc la
+si st
+Ġs pic
+ĠR e
+ter val
+teri al
+cor re
+¼ë ¡ľ
+pro minent
+Ħì ¹ĺ
+new ly
+Ġgroup s
+ĠU pper
+ĠMR I
+Ġmicrocalcifica ti
+Ġretro mammary
+GII I
+Ġreview ed
+ì¶Ķ ê°Ģ
+Ġk nown
+Ġbiopsi ed
+sist ent
+, .
+e xt
+r ight
+s p
+v ed
+ë ĵ
+ij ľ
+ķ Į
+ĺ ìŀIJ
+ma inly
+ti ny
+cal ci
+Ġma g
+en tion
+ar ge
+Ġì Ĥ¬
+Ġamo rph
+ê² Į
+ìľ¼ë ©°
+ëª ħ
+fici al
+Ġmalign ant
+Di agnostic
+athe r
+Ġscan ty
+ĠMA M
+fir med
+9 9
+E quivocal
+a te
+b e
+m me
+Ġ wh
+cifi c
+he ter
+cat heter
+in imal
+ĠS l
+Ġfinding s
+Ġv essel
+ëł ¤
+Ġê´Ģì°° ëIJĺ
+ĠìĹIJ ìĦľ
+Ġëĭ ¤
+) ->
+P revious
+a sx
+b ro
+c l
+d isappeared
+g lobal
+u ge
+© ´
+gr aphy
+Ġm ed
+tive ly
+Ġex am
+Ġde formity
+Ġ0 3
+Ġcalcifi action
+um s
+ëIJ ľ
+Ma gni
+ì§ ģ
+ìĽ Ķ
+ĠìĿ´ì ĥģ
+Ġì´ ¬ìĺģ
+mat ous
+Ġta il
+ë¥ ¼
+dete ction
+ention ed
+Ġmed i
+I m
+N on
+a f
+a nce
+a symmetric
+i st
+Ġ ê³ł
+ij ìĽIJ
+Ġno w
+Ġhe matoma
+Ġìķ ½
+Ħì ŀ
+ëı Ļ
+Ġìľ Ħì¹ĺ
+Ġdevelop ing
+Ġìł ķ
+Ġì¶Ķ ìłķ
+Ġmetal lic
+olu cent
+Ġê²ĥ ìľ¼ë¡ľ
+Ġsuper ficial
+Is odense
+Ġparti ally
+af fin
+J ul
+L inear
+c le
+d uctal
+e ct
+s tion
+s lightly
+w ell
+Ġ up
+ca ted
+ci ty
+No v
+grade C
+Ġ( -
+Ġl i
+Ġnod ue
+Ġr ather
+Ġe quivocal
+ar i
+Ġcalcifi cat
+ìĿ ¼
+ĠF U
+ĠA x
+ìĹ Ī
+20 09
+Ġmicrocalcifi action
+tu re
+Ġasymme ty
+Ġcluster d
+ìķ Ħ
+Ġë¶ ĢìľĦ
+to tal
+Ġëļľëł· íķĺì§Ģ
+Ġsus pected
+Ġaxil lar
+ĠMAM MO
+A ug
+F A
+P ost
+a xilla
+f aint
+t r
+ma r
+ma tion
+Ġs mo
+Ġs cat
+ĠR ound
+ap hic
+tate d
+ri al
+Ġmicrocalc s
+Ġë Ĥ
+lob ulated
+ĠI rregular
+ìĿ´ì ĥģ
+Ġtypical ly
+ìĸ ´ì
+Ġnega t
+ë³´ ëĭ¤
+ume rous
+corre lated
+ijľ ìĭľ
+A pr
+N U
+c h
+c y
+i op
+m n
+r h
+u nd
+u mp
+ë ij
+Į Ģì
+Ġmam mmo
+Ġpro min
+ĠD oppler
+Ġmicrocalc fication
+Ġmicrocalc fiications
+mark ed
+íķĺ ìĺ
+Ġhyper pla
+Ġasymme ry
+ëIJĺ ìĸ´
+Pro bably
+Ġë³ĢíĻĶ ìĹĨ
+ĠCa tegory
+Ġsy mmetry
+Ġë§ ĺ모
+Ġwh ole
+NU H
+E xt
+L imited
+M R
+c la
+c rease
+i bro
+m i
+u re
+¯ ¸
+ca te
+ma ined
+re v
+Ġma terial
+Ġa den
+Gr c
+ĠMG ìĹIJìĦľ
+le omorphic
+Ġse rial
+in e
+ar c
+ĠD isappeared
+Ġ0 4
+Ġview ìĹIJìĦľ
+ĠNo dule
+Ġë ı
+Ġv e
+lu ding
+ĠO ther
+Heterog eneous
+ì§ Ħ
+ĠE nlarged
+Ġbrea t
+In terval
+ĠìĻ Ģ
+Ġede matous
+Ġradi olucent
+ĠLO Q
+ĠìĥĿê°ģ ëIJ¨
+��ID C
+Ġmedi al
+mn ant
+Ġhyperpla sia
++ ),
+A P
+M ild
+c oarse
+d x
+f ew
+g ative
+i fcation
+m ly
+ë ©´
+re mly
+Ġin ser
+Ġm entioned
+Ġb en
+ly ing
+ĠL AP
+al r
+ter d
+min al
+Ġre lated
+Ġcalcifi ation
+íķ ©ëĭĪëĭ¤
+ear ly
+ction s
+Ġí ijľìĭľ
+ë³ ijìĽIJ
+íĻ ķ
+ë° ĺ
+Ġcalcifcation s
+fici ation
+Ġìĸij ìĦ±
+ĠìĿĺ ìĭ¬
+Ġvisualiz ation
+ĠV AB
+iop sy
+ëij IJ
+b ilateral
+g g
+r m
+Ġ qu
+Ġa y
+en larged
+on d
+Ġden s
+le ft
+ĠC oarse
+Ġde p
+Ġde line
+ĠD ense
+On e
+Ġv ari
+ve l
+Ġsugges ted
+Ġë¹ĦêµIJ íķĺìŬ
+mat ched
+Ġpar affin
+Ġcorrela ting
+Ġsmal ler
+inc luding
+ĠíĻķ ìĿ¸
+fat ty
+sub areolar
+ì¶Ķê°Ģ ê²ĢìĤ¬
+ump y
+4 3
+F at
+a ge
+b iopsy
+c tasia
+e x
+m ilk
+¬ íķ¨
+Ġ catheter
+Ġma t
+Ġa m
+vi sualiz
+Ġfi l
+Ġno r
+Ġext en
+Ġsi de
+Ġdi ff
+ĠS lightly
+ar t
+Ġre mnant
+ĠMa m
+osi s
+Ġë ¡ľ
+Ġcirc ums
+Ġple mo
+Ġcen tered
+íķ ł
+Ġv s
+ìľ ł
+ac tive
+diffuse ly
+ĠH G
+ĠPro bably
+su gges
+Ġsmo oth
++ /
+a ry
+g en
+i la
+i or
+i fications
+u minal
+ì ¡°
+í Ħ
+í ĽĦ
+Ġma in
+Ġo ver
+on e
+Ġin n
+Ġf oci
+Ġbreast ìĹIJ
+ĠR LC
+Ġr ange
+ĠG I
+um mation
+Ġiso density
+Ģì §
+Ġí Į
+Ġí ĺ
+Ġê ±°
+Pro bable
+Ġë¶ Ħ
+Ġê´Ģì°° ëIJ¨
+Ġvisualiz ed
+ìĸij ìĦ±
+Ġíģ ¬
+Ġdep th
+íĦ °
+H ER
+I ll
+M U
+P leomorphic
+i cal
+n t
+o lo
+p reviously
+ê ·
+Ġ nd
+ŀ Ī
+Gr C
+ĠMG ìĻĢ
+Ġn ec
+arenchy mal
+ĠS NUH
+ar ly
+Ġë IJ
+is o
+Ġ-- -->
+Ġê ¸
+Ġìĸ ´
+Ġneed le
+fici ations
+Ġìĸij 측
+Develop ing
+Ġì¡° ì§ģ
+Ġìķ½ ê°Ħ
+Ġëı Ļ
+rm is
+Ġfil m
+H x
+S ome
+p rev
+ª ½
+ì Ķ
+ca tegory
+Ġc lu
+si ng
+ro sis
+vi e
+Ġext remly
+Ġdi sc
+Ġde crease
+Ġde rmis
+ĠF ibro
+ĠMammo graphy
+íķ ´ì
+ĠìĿ ¸
+Ġlob ulating
+(- ).
+Ġme ts
+Ġë³´ìĿ´ ëĬĶ
+ur ther
+Ġmetal ic
+Ġmacrocal cification
+ìļ °
+ë¦ ¬
+mme tric
+Ġve ry
+. >
+A symmetries
+J un
+L ob
+o in
+p athy
+r ant
+y r
+y pical
+Ħ ľ
+Ī ì
+į Ķ
+en cy
+gr am
+Ġm utliple
+Ġden ist
+Ġs hell
+ĠR I
+Ġmammo pathy
+Ġ1 99
+ĠB reast
+Ġpro mi
+ĠD dx
+ple omorphic
+Ġì §
+Ġcalcifi ations
+ĠN E
+Ġë įĶ
+no tated
+ĠA bout
+po s
+po ma
+Ġcalci fci
+ëĭ ¹
+op athy
+ĠìĿ ¼ë¶Ģ
+circle s
+Ġun matched
+Ġca cifications
+Ġec tasia
+ìĺ ¤
+di tion
+Ġh uge
+Ġrou dn
+ĠCal cifications
+Ġëª ¨
+Ġì° ¸
+calci um
+Ħìŀ ¬
+stion able
+ĠíĮ IJ
+ìĶ ©
+Ġdenist y
+O ct
+T ypical
+¼ ì¹ĺ
+ë £
+ë Ĥ
+í ĺ
+Ġm inimal
+Ġb eni
+Ġf urther
+ĠL L
+Ġle vel
+Ġch an
+ĠS ubtle
+ĠD W
+ul ging
+Ġ0 2
+ĠF B
+20 03
+20 19
+Ġper sistent
+Ġasymmetri city
+ìľ łë°©
+Ġnumber s
+Ġmicro lobulated
+ìķ ½
+Ġintra ductal
+ĠDiffuse ly
+Ġìł ľ
+rocal cifications
+spe cific
+Ġmacrocal cifications
+Ġmicor calcifications
+ext ent
+Ġ(- )
+Ġli poma
+Ġmaterial s
+Ġqu ad
+Ġdeline ated
+Ģì§ Ħ
+olo g
+l inear
+£ ¼
+¶ Į
+ê ´
+ë ŀ
+ë ĮĢì
+í ŀĪ
+Ġ ul
+Ģ ëįĺ
+re sidual
+Gr d
+Ġf ade
+la tively
+Ġs o
+ĠL LC
+ĠL uminal
+Ġse ge
+Ġl umpy
+Ġch agn
+Ġal rge
+Ġco m
+ple te
+ĠLUI Q
+ual ted
+oma tic
+op corn
+ê² ł
+Ġí ĽĦ
+ë¶Ģ íĦ°
+Nodule s
+Ġcluster s
+Ġê ¶Į
+Ġas ses
+pt omatic
+ìķ Ķ
+Ġë¶ Ī
+di es
+Ġìĸij ìĥģ
+Ġmicrocalcifica ions
+Dec rease
+ĠIn tramammary
+ĠCal cified
+Asym ptomatic
+Ġíı ¬íķ¨
+Ġnegat vie
+Ġaden osis
+arc hitectural
+iso lated
+ë£ Į
+Ġquad rant
+Ġchagn e
++ ).
+= >
+c ystic
+i te
+l um
+m id
+t our
+w si
+y n
+ê ±°
+ë ²
+Ġ #
+Ĭ ¹
+Ľ IJ
+Ġm ole
+Ġb re
+Ġf ound
+Ġmicrocal fications
+Ġasymmetry ëĬĶ
+an cing
+ĠS egmental
+Ġre pla
+ĠG lobal
+Ġì Īĺ
+ĠĊ ĊĊ
+Ġë ĵ
+Ġë ĮĢ
+Ġ. .
+Ġclus ted
+ë³ ¸ìĽIJ
+íĻ ĺìŀIJ
+Ġmicro al
+ëı ħ
+Re mained
+ĠH RT
+Ġ(< --
+con firmed
+Ġë³´ìĿ´ ëįĺ
+Ġradi o
+ĠNew ly
+Ġì¢ ĭ
+ë¬ ¸
+ì´ ¬ìĺģ
+Ġë³ĢíĻĶìĹĨ ìĿĮ
+Ġvari able
+ex cept
+Ġmat ched
+Ġexten ding
+Ġì¡°ì§ģ ê²ĢìĤ¬
+pos terior
+Ġsege mental
+) :
+F oreign
+N O
+_ _
+c yst
+p ar
+t at
+v a
+¸ ê¸
+Ī ë¡ľ
+Ŀ ¼ë
+ti e
+Ġa dn
+ĠMG s
+Ġb y
+Ġb ulging
+No rmal
+er a
+Ġmammo tome
+ap il
+Ġ200 0
+Ġt ub
+Ġamo rh
+lo ma
+Ġto tal
+Ġhypo e
+ccess ary
+íķĺ ëĬĶ
+Ġìķ Ī
+ĠìĹ °
+Ġmicro Ca
+Ġpun cate
+Ġenlargement s
+Ġpar tly
+íĸ ¥
+Ġê° IJ
+om plete
+Ġmetasta tic
+ifcation s
+Ġinser tion
+Ġdens se
+visualiz ed
+Ġnec rosis
+wsi e
+¸ê¸ ī
+apil loma
+Ġtub ular
+( +)
+, ,
+N early
+e m
+i ve
+s ummation
+¡ ìĻĢ
+¯ Ģ
+¹ Į
+ħ ëĭĪëĭ¤
+ocal iz
+te ctasia
+Ġin L
+Ġc l
+Ġc ell
+he tero
+Ġp or
+Ġmicrocal fication
+Ġs light
+ĠC T
+ĠR SA
+at ure
+sy metry
+an notated
+Ġcalc fication
+Ġab n
+ual r
+ìĹIJ ëıĦ
+ĠLU M
+ìĦ ł
+vo luting
+íķĺ ê³ł
+Ġcon tour
+Ġìķ ¡ìĻĢ
+uc tectasia
+Ġcalcifica ion
+Ġcalcifica ions
+Ġë³´ì ĺ
+Ġsubc ut
+athe red
+Ġëª »
+¸ë Ŀ¼ë
+Ġenh ance
+Ġenh ancing
+Ġspic ualted
+Ġê³ł ìķ½
+Ext remely
+MR I
+ê· ¸ëĿ¼ë
+Ġrepla cing
+Ġê°IJ ìĨĮ
+¯Ģ ë¡ľ
+ê·¸ëĿ¼ë ¯¸
+5 0
+P opcorn
+a se
+c ribed
+e re
+m ild
+ê ¹Į
+ë ĮĢ
+Ġ /
+ľ 견
+ti ple

pytorch_model.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:30fb25ef2d1f5f12e82708a112b950b3acc4e5c66aabb17fb88cf86fd46a9924
+size 352633693

special_tokens_map.json

@@ -0,0 +1,9 @@
+{
+  "additional_special_tokens": [
+    "<|endoftext|>"
+  ],
+  "bos_token": "<|endoftext|>",
+  "eos_token": "<|endoftext|>",
+  "pad_token": "<|endoftext|>",
+  "unk_token": "<|endoftext|>"
+}

tokenizer_config.json

@@ -0,0 +1,22 @@
+{
+  "add_prefix_space": false,
+  "added_tokens_decoder": {
+    "0": {
+      "content": "<|endoftext|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    }
+  },
+  "additional_special_tokens": [
+    "<|endoftext|>"
+  ],
+  "bos_token": "<|endoftext|>",
+  "clean_up_tokenization_spaces": true,
+  "eos_token": "<|endoftext|>",
+  "model_max_length": 1024,
+  "tokenizer_class": "GPT2Tokenizer",
+  "unk_token": "<|endoftext|>"
+}

training_args.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:913e297436421e94a46897f5710a3d1ad1598b2fa65864479dc5bcf01e9b8d4c
+size 4155

vocab.json

@@ -0,0 +1 @@
+{"<|endoftext|>":0,"!":1,"\"":2,"#":3,"$":4,"%":5,"&":6,"'":7,"(":8,")":9,"*":10,"+":11,",":12,"-":13,".":14,"/":15,"0":16,"1":17,"2":18,"3":19,"4":20,"5":21,"6":22,"7":23,"8":24,"9":25,":":26,";":27,"<":28,"=":29,">":30,"?":31,"@":32,"A":33,"B":34,"C":35,"D":36,"E":37,"F":38,"G":39,"H":40,"I":41,"J":42,"K":43,"L":44,"M":45,"N":46,"O":47,"P":48,"Q":49,"R":50,"S":51,"T":52,"U":53,"V":54,"W":55,"X":56,"Y":57,"Z":58,"[":59,"\\":60,"]":61,"^":62,"_":63,"`":64,"a":65,"b":66,"c":67,"d":68,"e":69,"f":70,"g":71,"h":72,"i":73,"j":74,"k":75,"l":76,"m":77,"n":78,"o":79,"p":80,"q":81,"r":82,"s":83,"t":84,"u":85,"v":86,"w":87,"x":88,"y":89,"z":90,"{":91,"|":92,"}":93,"~":94,"¡":95,"¢":96,"£":97,"¤":98,"¥":99,"¦":100,"§":101,"¨":102,"©":103,"ª":104,"«":105,"¬":106,"®":107,"¯":108,"°":109,"±":110,"²":111,"³":112,"´":113,"µ":114,"¶":115,"·":116,"¸":117,"¹":118,"º":119,"»":120,"¼":121,"½":122,"¾":123,"¿":124,"À":125,"Á":126,"Â":127,"Ã":128,"Ä":129,"Å":130,"Æ":131,"Ç":132,"È":133,"É":134,"Ê":135,"Ë":136,"Ì":137,"Í":138,"Î":139,"Ï":140,"Ð":141,"Ñ":142,"Ò":143,"Ó":144,"Ô":145,"Õ":146,"Ö":147,"×":148,"Ø":149,"Ù":150,"Ú":151,"Û":152,"Ü":153,"Ý":154,"Þ":155,"ß":156,"à":157,"á":158,"â":159,"ã":160,"ä":161,"å":162,"æ":163,"ç":164,"è":165,"é":166,"ê":167,"ë":168,"ì":169,"í":170,"î":171,"ï":172,"ð":173,"ñ":174,"ò":175,"ó":176,"ô":177,"õ":178,"ö":179,"÷":180,"ø":181,"ù":182,"ú":183,"û":184,"ü":185,"ý":186,"þ":187,"ÿ":188,"Ā":189,"ā":190,"Ă":191,"ă":192,"Ą":193,"ą":194,"Ć":195,"ć":196,"Ĉ":197,"ĉ":198,"Ċ":199,"ċ":200,"Č":201,"č":202,"Ď":203,"ď":204,"Đ":205,"đ":206,"Ē":207,"ē":208,"Ĕ":209,"ĕ":210,"Ė":211,"ė":212,"Ę":213,"ę":214,"Ě":215,"ě":216,"Ĝ":217,"ĝ":218,"Ğ":219,"ğ":220,"Ġ":221,"ġ":222,"Ģ":223,"ģ":224,"Ĥ":225,"ĥ":226,"Ħ":227,"ħ":228,"Ĩ":229,"ĩ":230,"Ī":231,"ī":232,"Ĭ":233,"ĭ":234,"Į":235,"į":236,"İ":237,"ı":238,"IJ":239,"ij":240,"Ĵ":241,"ĵ":242,"Ķ":243,"ķ":244,"ĸ":245,"Ĺ":246,"ĺ":247,"Ļ":248,"ļ":249,"Ľ":250,"ľ":251,"Ŀ":252,"ŀ":253,"Ł":254,"ł":255,"Ń":256,"ca":257,"ma":258,"re":259,"ti":260,"cal":261,"Ġma":262,"Ġa":263,"Ġi":264,"en":265,"se":266,"ocal":267,"fi":268,"Ġo":269,"on":270,"te":271,"Gr":272,"ci":273,"tion":274,"ĠM":275,"At":276,"cifi":277,"cation":278,"cification":279,"nd":280,"Ġin":281,"us":282,"de":283,"red":284,"Ġmam":285,"tered":286,"ade":287,"ĠMG":288,"cifications":289,"Ġc":290,"ic":291,"gr":292,"Ġm":293,"Ġmas":294,"ry":295,"Ġb":296,"he":297,"Ġp":298,"nc":299,"icr":300,"Ġf":301,"icrocal":302,"Ġmicrocal":303,"Ġand":304,"si":305,"hy":306,"No":307,"Ġmicrocalcifications":308,"Ġn":309,"tiv":310,"ses":311,"Ġmasses":312,"Ġor":313,"are":314,"lus":315,"Ġd":316,"lustered":317,"grade":318,"Ġare":319,"Ġclustered":320,"Ġfocal":321,"arenc":322,"arenchy":323,"Ġparenchy":324,"Ġis":325,"la":326,"eg":327,"The":328,"tive":329,"mary":330,"Ġparenchyma":331,"ega":332,"egative":333,"ĠGr":334,"Ġmammary":335,"mo":336,"Ġden":337,"Ġ3":338,"le":339,"Ġs":340,"Ġnegative":341,").":342,"Ġof":343,"Ġcal":344,"ro":345,"ly":346,"ĠC":347,"st":348,"Ġdense":349,"ty":350,"vi":351,"rea":352,"Ġvi":353,"ble":354,"reast":355,"sible":356,"Ġvisible":357,"lar":358,"ous":359,"ĠL":360,"Ġbreast":361,"gn":362,"Ġse":363,"ular":364,"th":365,"ĠR":366,"rog":367,"Ġseen":368,"me":369,"cat":370,"cattered":371,"er":372,"NC":373,"Ġmammo":374,"Ġscattered":375,"ously":376,"ene":377,"Ġ2":378,"Ġ(":379,"eneously":380,"eni":381,"Ġfi":382,"enign":383,"Ġ4":384,"land":385,"landular":386,"Ġfib":387,"omo":388,"Ġfibrog":389,"Ġfibroglandular":390,"at":391,"homo":392,"homog":393,"homogeneously":394,"Ġinhomogeneously":395,"oth":396,"MG":397,"Grade":398,"Ġboth":399,"Ġbenign":400,"Ġcalcifications":401,"ĠMMG":402,"Ġdensi":403,"sy":404,"Ġdensity":405,"Ġl":406,"sym":407,"symme":408,"ĠRt":409,"symmet":410,"ĠLt":411,"ĠNC":412,"symmetry":413,"Ġno":414,"UO":415,"up":416,"Ġgrade":417,"the":418,"in":419,"Ġcalcification":420,"Ġmass":421,"Ġasymmetry":422,"Ġ1":423,"per":424,"Ġthe":425,"->":426,"Ġlo":427,"upper":428,"al":429,"Ġupper":430,"Ġnod":431,"Ġfat":432,"Ġbreasts":433,"ter":434,"Ġfatty":435,"Ġlow":436,"Ġlower":437,"Ġr":438,"Ġ-":439,"Ġle":440,"mal":441,"sc":442,"ed":443,"ule":444,"Ġe":445,"hi":446,"ap":447,"ĠRUO":448,"ĠGrade":449,"Ġnodule":450,"Ġmay":451,"wi":452,"ensi":453,"ĠLUO":454,"Ġmammogr":455,"aphy":456,"ta":457,"ity":458,"Ġmammography":459,"Ġou":460,"tivity":461,"Ġsensi":462,"Ġsensitivity":463,"Ġouter":464,"an":465,"ss":466,"ing":467,"his":468,"Ġcalc":469,"Ġex":470,"This":471,"ge":472,"Ġext":473,"ou":474,"tate":475,"Ġgr":476,"scu":477,"bscu":478,"Ġobscu":479,"unc":480,"cm":481,"unctate":482,"Ġobscure":483,"mall":484,"Negative":485,"ĠB":486,"mely":487,"remely":488,"Ġextremely":489,"Ġpunctate":490,"Ġch":491,"Ġsi":492,"Ġsmall":493,"Ġsu":494,"gh":495,"Ġrt":496,"ange":497,"Ġchange":498,"Ġlt":499,"rou":500,"with":501,"round":502,"Ġwith":503,"terog":504,"ent":505,"Ġ&":506,"gni":507,"or":508,"Ġ-->":509,"ner":510,"sion":511,"Ġinner":512,"Ġ20":513,"terogeneously":514,"nce":515,"Ġti":516,"negative":517,"Ġal":518,"Ġdi":519,"Ġsince":520,"UI":521,"Ġlesion":522,"Ġmagni":523,"ft":524,"Ġat":525,"Benign":526,"ue":527,"Ġpro":528,"Ġon":529,"Ġleft":530,"Ġmicrocalcification":531,"He":532,"wh":533,"Ġtiss":534,"Ġtissue":535,"ĠS":536,"ew":537,"min":538,"oup":539,"ph":540,"ouped":541,"Ġ->":542,"Heterogeneously":543,"val":544,"ld":545,"Ġnodular":546,"Ġco":547,"igh":548,"ome":549,"ight":550,"Asymmetry":551,"-->":552,"ar":553,"Ġre":554,"Ġsome":555,"Ġlowers":556,"rph":557,"ĠG":558,"ould":559,"Ġcould":560,"ĠSA":561,"ff":562,"use":563,"Ġround":564,"ffuse":565,"ted":566,"Ġde":567,"what":568,"Ġsur":569,"Ġsomewhat":570,"rounding":571,"il":572,"Ġsurrounding":573,"minent":574,"ough":575,"though":576,"Ġalthough":577,"Ġgrouped":578,"Ġprominent":579,"rc":580,"king":581,"Ġ200":582,"ther":583,"ĠD":584,"Ġright":585,"ple":586,"Ġax":587,"ul":588,"oking":589,"Ġì":590,"illa":591,"Ġen":592,"ĠLUI":593,"den":594,"Ġaxilla":595,"ĠLN":596,"Ġsub":597,"mp":598,"ion":599,"ĠMa":600,"II":601,"wise":602,"Ġdiffuse":603,"Ġ201":604,"therwise":605,"Ġoval":606,"Ġt":607,"Ġ,":608,"Ġhe":609,"ulti":610,"ri":611,"Ġamo":612,"Ġnc":613,"Ġab":614,"ional":615,"Ġcomp":616,"rphous":617,"Ġ0":618,"LO":619,"LI":620,"ultiple":621,"Ġcalcifi":622,"Ġmicrocalc":623,"nor":624,"normal":625,"ĠRUI":626,"sed":627,"Ġabnormal":628,"Ġamorphous":629,"most":630,"Ġenti":631,"Ġentire":632,"ĠNegative":633,"um":634,"areo":635,"ral":636,"reased":637,"Ġparenchyme":638,"Ġreg":639,"Ġdist":640,"lo":641,"ct":642,"Otherwise":643,"circ":644,"Ġentirely":645,"areolar":646,"ess":647,"Ġregional":648,"Ġview":649,"rib":650,"ra":651,"ĠNo":652,"Ġlooking":653,"Ġnodules":654,"ĠĊ":655,"Ġalmost":656,"es":657,"ìĿ":658,"lated":659,"dense":660,"creased":661,"),":662,"ver":663,"Ġmi":664,"reg":665,"benign":666,"ric":667,"ĠN":668,"osi":669,"ĠHeterogeneously":670,"osition":671,"Ġsubareolar":672,"fin":673,"Ġdistor":674,"Ġarea":675,"symmetric":676,"Ġë":677,"ared":678,"veral":679,"tra":680,"arse":681,"rreg":682,"Ġ12":683,"rregular":684,"Ġcirc":685,"Ġcomposition":686,"revi":687,"ng":688,"ĠF":689,"Ġto":690,"Ġheterogeneously":691,"ribed":692,"no":693,"fication":694,"Ġmultiple":695,"mmo":696,"Ġiso":697,"umsc":698,"umscribed":699,"ain":700,"pi":701,"ec":702,"Ġcoarse":703,"Breast":704,"ctu":705,"ulated":706,"yst":707,"hite":708,"Ġmid":709,"Ġple":710,"hitectu":711,"sx":712,"ĠGII":713,"ba":714,"pic":715,"Ġcen":716,"ment":717,"ĠMammo":718,"ĠLLI":719,"Ġpleomo":720,"rphic":721,"Asx":722,"aint":723,"Ġcircumscribed":724,"Ġcenter":725,"mmary":726,"Ġpo":727,"hitectural":728,"piculated":729,"ties":730,"hr":731,"Ġirregular":732,"Ġcalcified":733,"mammary":734,"Ġdefin":735,"Ġth":736,"ĠT":737,"Ġpleomorphic":738,"looking":739,"Ġarc":740,"Ġisodense":741,"Ġinter":742,"tramammary":743,"Ġsiz":744,"Ġless":745,"Focal":746,"ho":747,"pici":748,"pe":749,"uspici":750,"ĠA":751,"Ġfaint":752,"Ġcyst":753,"Ġprevi":754,"wo":755,"íķ":756,"Ġmagnification":757,"ny":758,"Ġarchitectural":759,"mental":760,"ĠGIII":761,"Ġg":762,"Less":763,"Ġtiny":764,"Ġspiculated":765,"Ġfew":766,"uspicious":767,"Ġhy":768,"ĠMagni":769,"ĠBenign":770,"kin":771,"ll":772,"Ġproba":773,"Ġevi":774,"Ġfind":775,"ore":776,"Ġfinding":777,"Ġinterval":778,"On":779,"ce":780,"ual":781,"is":782,".)":783,".(":784,"ĠRLI":785,"Ġheterog":786,"ĊĊ":787,"Ġintramammary":788,"ĠOtherwise":789,"Ġdensities":790,"Ġv":791,"ke":792,"Ġ.":793,"ĠThis":794,"iffuse":795,"ike":796,"un":797,"whic":798,"which":799,"ìĹ":800,"gmental":801,"ut":802,"mma":803,"Ġseveral":804,"hoic":805,"scular":806,"out":807,"ascular":808,"icrocalcifications":809,"ĠLNs":810,"Ġskin":811,"breast":812,"pa":813,"Ġ--":814,"bly":815,"Ġdistorsion":816,"rk":817,"ĠGR":818,"ĠLLO":819,"mmation":820,"ne":821,"Ġsummation":822,"Lt":823,"ged":824,"Ġsegmental":825,"Ġdefini":826,"dence":827,"ĠRLO":828,"Ġevidence":829,"Ġsuspicious":830,"Ġbi":831,"Ġwhich":832,"Ġnoted":833,"Ġextent":834,"Ġprevious":835,"larged":836,"po":837,"Ġasymmetric":838,"Ġcalci":839,"it":840,"Ġbut":841,"dual":842,"Ġcompared":843,"sidual":844,"ant":845,"Rt":846,"entral":847,"Ġ--->":848,"Ġcentral":849,"Ġlike":850,"ê°":851,"Ġincreased":852,"There":853,"Ġdistortion":854,"Ġvascular":855,"eneous":856,"tle":857,"later":858,"lateral":859,"focal":860,"Ġfar":861,"echoic":862,"Asymmetric":863,"Ġ9":864,"Ġaxillae":865,"ep":866,"oma":867,"12":868,"10":869,"ip":870,"Scattered":871,"ìĹIJ":872,"ening":873,"Ġheterogeneous":874,"paci":875,"can":876,"Ġopaci":877,"Ġresidual":878,"Microcalcifications":879,"Ġprobably":880,"ory":881,"cc":882,"iton":883,"able":884,"peared":885,"ortion":886,"ear":887,"Ġ6":888,"minant":889,"Clustered":890,"Ġsize":891,"´ì":892,"Ġhypo":893,"dular":894,"caiton":895,"asymmetry":896,"Ġdefinite":897,"Ġdecreased":898,"Ġdeep":899,"Ġportion":900,"Ġmore":901,"ĠLU":902,"ĠTomo":903,"gnifi":904,"Diffuse":905,"cant":906,"ipple":907,"gnificant":908,"Ġ2004":909,"ëĭ":910,"Ġcysts":911,"Ġsignificant":912,"ting":913,"teri":914,"lu":915,"Ġtwo":916,"redo":917,"Ġenlarged":918,"minantly":919,"redominantly":920,"Ġhypoechoic":921,"Ġsubtle":922,"Ġnipple":923,"Ġparenchymal":924,"20":925,"oss":926,"ìĦ":927,"ĠMLO":928,"Ġpredominantly":929,"Ġw":930,"op":931,"ccess":932,"ìĿĮ":933,"Ġë³":934,"Ġnot":935,"ossly":936,"MT":937,"Ġpos":938,"Ġfine":939,"Ġ2008":940,"Ġlikely":941,"terior":942,"Ġsh":943,"light":944,"mark":945,"ccessory":946,"Ġareas":947,"11":948,"otherwise":949,"ell":950,"large":951,"cor":952,".,":953,"Ġopacity":954,"Multiple":955,"appeared":956,"lightly":957,"ëĬ":958,"vo":959,"..":960,"Ġsized":961,"ĠRU":962,"AT":963,"ve":964,"Ģì":965,".-->":966,"Ġmamm":967,"markable":968,"Ġ10":969,"Ġwithout":970,"ction":971,"ê²":972,"everal":973,"inear":974,"rmal":975,"Ġ2009":976,"Ġdiffusely":977,"ation":978,"ĠCC":979,"Ġglandular":980,"ĠTS":981,"corn":982,"Ġposterior":983,"ĠUO":984,"sity":985,"ĠFC":986,"Ġthis":987,"Ġmicrocalci":988,"ick":989,"¡ľ":990,"insity":991,"Ġdeinsity":992,"dy":993,"mm":994,"ĠO":995,"symmetri":996,"Ġdis":997,"Ġthick":998,"dule":999,"ê°Ģ":1000,"Ġcalcificaiton":1001,"lob":1002,"Ġdistrib":1003,"ĠP":1004,"Ġbilateral":1005,"Two":1006,"ining":1007,"Ġdistribu":1008,"enously":1009,"Ġbx":1010,"Heterog":1011,"ad":1012,"pcorn":1013,"ĠBx":1014,"ĠFA":1015,"ëĬĶ":1016,"ê³":1017,"Ġ:":1018,"Ġthickening":1019,"íķĺ":1020,"Grouped":1021,"Ġaxillary":1022,"Ġnew":1023,"¼ë":1024,"Ġpre":1025,"densi":1026,"Ġmicrocalcifi":1027,"Ġbiop":1028,"Ġan":1029,"Ġpopcorn":1030,"density":1031,"egional":1032,"cified":1033,"ĠìĿ":1034,"Ġwell":1035,"Ġlinear":1036,"Ġhyper":1037,"tic":1038,"Ġper":1039,"Ġnormal":1040,"Ġ11":1041,"clustered":1042,"ĠUOQ":1043,"Ġ2010":1044,"ìĿ´":1045,"ëIJ":1046,"Ġ'":1047,"Ġasymmetri":1048,"gge":1049,"ign":1050,"Ġgran":1051,"32":1052,"Ġneg":1053,"New":1054,"Ġdefined":1055,"lobal":1056,"Several":1057,"Ġ5":1058,"Ġcon":1059,"Ġgranul":1060,"--":1061,"im":1062,"Ġ2006":1063,"04":1064,"Ġ2005":1065,"Ġ2007":1066,"07":1067,"ìľ":1068,"09":1069,"gges":1070,"Heterogenously":1071,"ë¶":1072,"Ġìķ":1073,"Ġprobable":1074,"Ġí":1075,"defin":1076,"Ġgranuloma":1077,"06":1078,"ĠMMT":1079,"Ġbiopsy":1080,"ĠFCC":1081,"Ma":1082,"ĥģ":1083,"defined":1084,"Ġlarge":1085,"try":1086,"ìĦľ":1087,"Ġhyperdense":1088,"05":1089,"uct":1090,"ĠI":1091,"Ġmark":1092,"ncreased":1093,"circle":1094,"tery":1095,"Few":1096,"Ġcor":1097,"pro":1098,"Ġsugges":1099,"Ġ2012":1100,"Ġasymmetries":1101,"08":1102,"ì§":1103,"eft":1104,"Nodular":1105,"ĠLess":1106,"ĠE":1107,"less":1108,"Al":1109,"fcation":1110,"Ġgranulomas":1111,"ĠAsymmetry":1112,"Almost":1113,"ëĭ¤":1114,"tu":1115,"Ġun":1116,"ilk":1117,"Ġlob":1118,"Ġsite":1119,"Ġ2003":1120,"scattered":1121,"Ġtomo":1122,"Ġrema":1123,"Ġap":1124,"Ġcm":1125,"tation":1126,"Ġcorre":1127,"Ġout":1128,"ow":1129,"ìĭ":1130,"calcified":1131,"punctate":1132,"ecreased":1133,"taining":1134,"Ġìŀ":1135,"Ġ2011":1136,"03":1137,"Ġmild":1138,"Ġpreviously":1139,"Ġdisappeared":1140,"Ġpres":1141,"Ġinc":1142,"Ġnon":1143,"Ħì":1144,"(-":1145,"Ġclus":1146,"Ġduct":1147,"Ġpost":1148,"Ġpresent":1149,"ĠFocal":1150,"Ġ2015":1151,"ĠOS":1152,"Ġca":1153,"Ġ2014":1154,"Ġill":1155,"ìĹIJìĦľ":1156,"Regional":1157,"Ġla":1158,"Ġcalcific":1159,"AD":1160,"Ġmar":1161,"Ġcalcium":1162,"ven":1163,"remarkable":1164,"ĠsubA":1165,"Ġinvo":1166,"ĠìĹ":1167,"ĊĊĊ":1168,"ìľ¼ë":1169,"ìĻ":1170,"Ġec":1171,"adow":1172,"Ġshadow":1173,"id":1174,"łĦ":1175,"Ġ2016":1176,"Ġ>":1177,"reviously":1178,"pical":1179,"Ġunremarkable":1180,"Mass":1181,"ding":1182,"ost":1183,"ë³":1184,"Ġslightly":1185,"ë¶Ģ":1186,"ub":1187,"ĪìĿĮ":1188,"Ġasym":1189,"enous":1190,"Accessory":1191,"rom":1192,"Ġasymme":1193,"Ġcalcificaitons":1194,"Ġ8":1195,"ultifocal":1196,"Ġdistributed":1197,"Īëĭ¤":1198,"Nodule":1199,"ined":1200,"Ġ2013":1201,"Ġperi":1202,"ìĿ´ì":1203,"Ġgrossly":1204,"dn":1205,"omp":1206,"Ġcluster":1207,"umb":1208,"Ġmilk":1209,"ĠLUC":1210,"Ġcontaining":1211,"rt":1212,"Ġos":1213,"umber":1214,"Ġfrom":1215,"Ġnumber":1216,"ĠìķĬ":1217,"Ġbo":1218,"ê³ł":1219,"Ġrim":1220,"Ġglobal":1221,"both":1222,"Ġ7":1223,"typical":1224,"Ġstu":1225,"ated":1226,"Ġshap":1227,"Ġperiareolar":1228,"oreign":1229,"ĠLeft":1230,"Ġbrea":1231,"Ġasymm":1232,"prea":1233,"01":1234,"íĻ":1235,"ìĿĺ":1236,"Decreased":1237,"Ġ2019":1238,"Ġheterogenous":1239,"Ġsuggesting":1240,"ë¡ľ":1241,"Irregular":1242,"Ġretra":1243,"Ġdefinitive":1244,"ëĭĪëĭ¤":1245,"Increased":1246,"Ġcalcs":1247,"phic":1248,"Ġthan":1249,"Ġstudy":1250,"Ġmicr":1251,"Ĥ¬":1252,"Ġne":1253,"Ġremarkable":1254,"uc":1255,"ĠMg":1256,"luting":1257,"Ġbody":1258,"ĠMag":1259,"ì§Ģ":1260,"Ġinclu":1261,"pread":1262,"ound":1263,"isappeared":1264,"02":1265,"22":1266,"ìĥģ":1267,"Ġ2017":1268,"Ġmarked":1269,"Ġretraction":1270,"Ġmicro":1271,"ilateral":1272,"ìł":1273,"ree":1274,"ac":1275,"diffuse":1276,"Ġaccessory":1277,"ystro":1278,"Small":1279,"am":1280,"Ġhi":1281,"mass":1282,"notation":1283,"nlarged":1284,"Ġê":1285,"jec":1286,"lop":1287,"Ġë¹":1288,"ystrophic":1289,"íķľ":1290,"and":1291,"Ġgun":1292,"jection":1293,"Ġforeign":1294,"Ġproven":1295,"unt":1296,"Ġë³´":1297,"velop":1298,"mph":1299,"stic":1300,"MMT":1301,"multiple":1302,"Ġtypical":1303,"Ġone":1304,"íķ¨":1305,"Ġannotation":1306,"ìĭľ":1307,".->":1308,"Punctate":1309,"bout":1310,"metry":1311,"Ġly":1312,"bably":1313,"Ġmicrocalcificaiton":1314,"Ġinvoluting":1315,"¸ë¶Ģ":1316,"ìĺ":1317,"Ġabout":1318,"Grossly":1319,"Ġlymph":1320,"CAD":1321,"ìĽ":1322,"Ġcorrelated":1323,"gin":1324,"Ġfor":1325,"Ġcircle":1326,"nodular":1327,"Ġlesions":1328,"ìĿĢ":1329,"ece":1330,"Ġevidn":1331,"void":1332,"Ġë¹Ħ":1333,"Ġevidnece":1334,"Ġar":1335,"Ġamount":1336,"Ġremained":1337,"Ġdystrophic":1338,"(-)":1339,"tal":1340,"ìĸ":1341,"Ġê²":1342,"Ġinjection":1343,"inly":1344,"Slightly":1345,"aden":1346,"ense":1347,"Ġdistribution":1348,"23":1349,"In":1350,"ë°":1351,"ëIJĺ":1352,"like":1353,"êµ":1354,"ndis":1355,"ĠScattered":1356,"ndisti":1357,"Nc":1358,"Ġima":1359,"Ġdue":1360,"Ġfibro":1361,"Ġ2018":1362,"Ġopacities":1363,"oarse":1364,"several":1365,"Ġnode":1366,"lt":1367,"ĠìĹĨ":1368,"Ġme":1369,"Enlarged":1370,"ìŀ":1371,"nother":1372,"Newly":1373,"Ġovoid":1374,"Ġmultifocal":1375,"ĠìĻ":1376,"Ġechoic":1377,"Ġincluding":1378,"ndistinc":1379,"Ġas":1380,"Ġobscured":1381,"ations":1382,"Oval":1383,"ubtle":1384,"íĻĶ":1385,"ndistinct":1386,"Ġnega":1387,"alpa":1388,"Bilateral":1389,"small":1390,"Ĥĺ":1391,"ĠGrouped":1392,"Cal":1393,"Ġbe":1394,"sis":1395,"Ġìĸ":1396,"21":1397,"adenoma":1398,"lin":1399,"Ġmost":1400,"alpable":1401,"comp":1402,"Ġpun":1403,"morphous":1404,"largement":1405,"êµIJ":1406,"since":1407,"ìĦ±":1408,"ĠìĿ´ì":1409,"Ġë¹ĦêµIJ":1410,"Pro":1411,"cre":1412,"¶Ķ":1413,"Ġasy":1414,"Ġenlargement":1415,"ĠRUC":1416,"ĢìĤ¬":1417,"Ġasymmetery":1418,"Ġx":1419,"revious":1420,"Ġother":1421,"ëIJ¨":1422,"ctive":1423,"nal":1424,"outer":1425,"fa":1426,"reactive":1427,"ĠBUO":1428,"Ġappeared":1429,"Ġnoncalcified":1430,"pt":1431,"ëı":1432,"ļĶ":1433,"ìľ¼ë¡ľ":1434,"íĮ":1435,"ĠMultiple":1436,"ê³¼":1437,"ëł":1438,"ìķ":1439,"Ġì´":1440,"Ġìľ":1441,"fications":1442,"how":1443,"SA":1444,"ëª":1445,"Ġpalpable":1446,"nodule":1447,"Ġmargin":1448,"Ġfibroadenoma":1449,"More":1450,"qu":1451,"Ġcalcifica":1452,"mat":1453,"tifa":1454,"side":1455,"Ġshow":1456,"ìĻĢ":1457,"Ġshaped":1458,"creening":1459,"Previously":1460,"ĨĮ":1461,"Ġindistinct":1462,"row":1463,"Dense":1464,"Ġcalcifcation":1465,"ging":1466,"Ġmainly":1467,"ĠLT":1468,"íĮĮ":1469,"tifact":1470,"Re":1471,"Ġlast":1472,"atter":1473,"attern":1474,"Disappeared":1475,"Ġpar":1476,"Ġspread":1477,"ĠClustered":1478,"sts":1479,"ìĽIJ":1480,"ni":1481,"Ġreactive":1482,"Ġintra":1483,"ĪìĿĮíĮĮ":1484,"ĠìķĬìĿĮ":1485,"Both":1486,"Suspicious":1487,"iz":1488,"ystic":1489,"Ġartifact":1490,"+,":1491,"ts":1492,"Ġpattern":1493,"Ġsubareo":1494,"microcal":1495,"microcalcifications":1496,"grouped":1497,"hell":1498,"ĠDiffuse":1499,"Ġë¶":1500,"Ġotherwise":1501,"arrow":1502,"Ġdevelop":1503,"fter":1504,"yer":1505,"rease":1506,"Ġdete":1507,"Ġappe":1508,"Ġlayer":1509,"µëĭĪëĭ¤":1510,"ĬµëĭĪëĭ¤":1511,"Note":1512,"ĠLI":1513,"Ġ2020":1514,"Ġbreas":1515,"magni":1516,"Ġinternal":1517,"oci":1518,"ncer":1519,"Ġ;":1520,"egmental":1521,"ĠRegional":1522,"Ġnewly":1523,"Ġneed":1524,"Ġpuntate":1525,"odense":1526,"Ġmammogram":1527,"ëħ":1528,"Ġíķ":1529,"cept":1530,"Ġë³´ì":1531,"probably":1532,"Ġasymmtery":1533,"Ġmicrocalcificaitons":1534,"ë°©":1535,"line":1536,"Uni":1537,"Ġta":1538,"tifi":1539,"egg":1540,"Ġisoechoic":1541,"Ġdisper":1542,"GR":1543,"Round":1544,"di":1545,"rp":1546,"ĠH":1547,"Ġafter":1548,"dentifi":1549,"+)":1550,"regional":1551,"Ġappear":1552,"Ġnear":1553,"ally":1554,"ĠLUOQ":1555,"Ġmicrocalcifcation":1556,"Ġremaining":1557,"Ġcancer":1558,"Ġdispersed":1559,"li":1560,"ê¸":1561,"hism":1562,"Ġlobular":1563,"Unidentifi":1564,"--->":1565,"19":1566,"Ġ[":1567,"Ġìł":1568,"Ġmarking":1569,"Unidentifiable":1570,"mon":1571,"ĠìŀĪ":1572,"rphism":1573,"NL":1574,"WNL":1575,"os":1576,"¹ĺ":1577,"reo":1578,"ĦìļĶ":1579,"Ġductal":1580,"ìĺģ":1581,"Ġbreassts":1582,"rocal":1583,"Ġh":1584,"fici":1585,"type":1586,"oval":1587,"ĠNodular":1588,"ê°ľ":1589,"gory":1590,"Ġregion":1591,"ĠFN":1592,"Ġegg":1593,"Ġcystic":1594,"tac":1595,"bable":1596,"Ġappearing":1597,"Right":1598,"ono":1599,"tereo":1600,"tegory":1601,"sia":1602,"Screening":1603,"hen":1604,"Ġmm":1605,"ĠRUOQ":1606,"ĠSeveral":1607,"low":1608,"itve":1609,"Coarse":1610,"rue":1611,"ŀĦ":1612,"res":1613,"iny":1614,"Ġsubc":1615,"Diffusely":1616,"adi":1617,"ìĿ´ìłĦ":1618,"ĠìĿ´ìłĦ":1619,"qui":1620,"tactic":1621,"-'":1622,"mmetry":1623,"ĢíĻĶ":1624,"ĠMicrocalcifications":1625,"Ġphen":1626,"stra":1627,"Ġ(<":1628,"Ġdemon":1629,"Ġthree":1630,"íķĺì§Ģ":1631,"Ġì´ĪìĿĮíĮĮ":1632,"ëħĦ":1633,"Ġpheno":1634,"Ġdemonstra":1635,"new":1636,"sual":1637,"shell":1638,"ula":1639,"ĠUI":1640,"Ġgroup":1641,"Ġdila":1642,"Ġoutside":1643,"tereotactic":1644,"Ġphenotype":1645,"17":1646,"Ġbening":1647,"Ġsono":1648,"Ġë³ĢíĻĶ":1649,"ĠPunctate":1650,"Ġimaging":1651,"ĠìĹĨìĿĮ":1652,"16":1653,"Spiculated":1654,"Ġlateral":1655,"Ġpuc":1656,"ĠRT":1657,"need":1658,"ĠFCD":1659,"Ġìĸij":1660,"sualiz":1661,"Segmental":1662,"vocal":1663,"ĠU":1664,"Ġrou":1665,"łë°©":1666,"Ġsubareola":1667,"quivocal":1668,"-,":1669,"Left":1670,"Vascular":1671,"nthe":1672,"previous":1673,"ìĬµëĭĪëĭ¤":1674,"Ġê°Ģ":1675,"Ġmal":1676,"cations":1677,"Ġede":1678,"ĠìĦ":1679,"견":1680,"Ġhide":1681,"nthesis":1682,"18":1683,"About":1684,"RUO":1685,"fci":1686,"©°":1687,"¸¡":1688,"ëį":1689,"íĸ":1690,"ĠII":1691,"ĠMR":1692,"view":1693,"Ġexcept":1694,"ngle":1695,"ĠìĻ¸ë¶Ģ":1696,"Ġpuctate":1697,"con":1698,"dle":1699,"ëĤĺ":1700,"Ġmamo":1701,"ĠCa":1702,"synthesis":1703,"Ġcorrela":1704,"ìĻ¸ë¶Ģ":1705,"Ġacc":1706,"tero":1707,"intramammary":1708,"Ġtrue":1709,"ĠNc":1710,"Ġprev":1711,"Ġë³´ìĿ´":1712,"ĠíķĦìļĶ":1713,")-->":1714,"hree":1715,"tro":1716,"ijë³":1717,"Ġì¶Ķ":1718,"ĠPreviously":1719,"14":1720,"CC":1721,"as":1722,"ities":1723,"uation":1724,"§Ģ":1725,"ĠWNL":1726,"Ġbra":1727,"inner":1728,"Ġradi":1729,"Ġeval":1730,"Ġpleomorphism":1731,"Ģìľ":1732,"ociated":1733,"Ġmammograms":1734,"Ġmalign":1735,"Bx":1736,"ë§":1737,"more":1738,"Ġìĥ":1739,"ìŬ":1740,"ĠìŀĪìĿĮ":1741,"Ġasyme":1742,"15":1743,"Ġass":1744,"Ġpain":1745,"ĠBoth":1746,"Ġpunctated":1747,"rchitectural":1748,"Ġìĺ":1749,"ìĿ¸":1750,"iphe":1751,"Ġlobule":1752,"모":1753,"Ġdemonstrable":1754,"Ġdilatation":1755,"Ġevaluation":1756,"24":1757,"ag":1758,"Ġareo":1759,"Ġdensely":1760,"ĠLO":1761,"ê²ĢìĤ¬":1762,"Ġmicrocalcifica":1763,"ĠUIQ":1764,"dv":1765,"suspicious":1766,"fii":1767,"agn":1768,"action":1769,"of":1770,"측":1771,"Ġsingle":1772,"Ġabnormalities":1773,"Ġperiphe":1774,"Ġshape":1775,"Ġhigh":1776,"Ġnegaitve":1777,"mtry":1778,"°°":1779,"íļ":1780,"Ġsup":1781,"Ġstate":1782,"Ġìĭ":1783,"ìĿĦ":1784,"ĠER":1785,"´Ģì":1786,"calcifications":1787,"verted":1788,"Ġmiddle":1789,"Ġassociated":1790,"13":1791,"30":1792,">>":1793,"spe":1794,"circumscribed":1795,"ìĿ´ì§Ģ":1796,"ìłķ":1797,"Ġdeveloped":1798,"lower":1799,"íļĮ":1800,"uta":1801,"xt":1802,"¡°":1803,"Ġ<":1804,"ĿíļĮ":1805,"Ġad":1806,"Ġë³ijë³":1807,"Subtle":1808,"ĠAdv":1809,"Ġê´Ģì":1810,"Architectural":1811,"Faint":1812,"Three":1813,"irregular":1814,"spiculated":1815,"ĠCAD":1816,"Ġwithin":1817,"ĠSmall":1818,"ĠìĿĺ":1819,"Amorphous":1820,"¦Ŀ":1821,"Ġmac":1822,"ĠRO":1823,"imi":1824,"Ġë³´ìĿ´ì§Ģ":1825,"Ġdetection":1826,"ëįĺ":1827,"28":1828,"Another":1829,"Dec":1830,"MO":1831,"ur":1832,"¬ìĺģ":1833,"ëĬ¥":1834,"likely":1835,"Ġê´Ģì°°":1836,"An":1837,"Other":1838,"Skin":1839,"Tiny":1840,"bec":1841,"pec":1842,"decreased":1843,"Ġ2002":1844,"Ġabnormality":1845,"íķĺìŬ":1846,"ĠIn":1847,"Ġmarker":1848,"ĨĮ견":1849,"Ġë³´ìŀĦ":1850,"CI":1851,"to":1852,"ļľ":1853,"segmental":1854,"Ġstereotactic":1855,"Ġ(#":1856,"ĠDecreased":1857,"rior":1858,"proven":1859,"Ġtomosynthesis":1860,"ĠìĹIJ":1861,"Ġecho":1862,"compared":1863,"ëł·":1864,"기":1865,"Ġareolar":1866,"imited":1867,"ļľëł·":1868,"Global":1869,"Ġaround":1870,"ded":1871,"Ġsy":1872,"rabec":1873,"now":1874,"uspicion":1875,"ĠíĻ":1876,"Ġsuggestive":1877,"ompared":1878,"Ġimage":1879,"Ġperiphery":1880,".-":1881,"Well":1882,"Ġê°":1883,"omorphic":1884,"Ġretro":1885,"Ġëļľëł·":1886,"pect":1887,"Calcifications":1888,"ëıĦ":1889,"CIS":1890,"31":1891,"ole":1892,"¸ìĽIJ":1893,"Ġsca":1894,"ĠCal":1895,"Ġ2021":1896,"Ġabnormally":1897,"Ġisolated":1898,"ìĭ¬":1899,"ìĸ´":1900,"Prominent":1901,"Ġsubcuta":1902,"Ġasymemtry":1903,"++,":1904,"00":1905,"AS":1906,"Sl":1907,"ama":1908,"increased":1909,"Ġanother":1910,"Ġprior":1911,"Ġsl":1912,"med":1913,"Ġë§":1914,"Ġarchitectu":1915,"neous":1916,"Ġmetal":1917,"ĠìĥĿ":1918,"rabecular":1919,"Di":1920,"MMG":1921,"about":1922,"ild":1923,"qual":1924,"Ġinvol":1925,"rtoma":1926,"Intramammary":1927,"Ġeggshell":1928,"amartoma":1929,"for":1930,"lic":1931,"tome":1932,"Ġsmal":1933,"athe":1934,"Ġchanges":1935,"ĠNew":1936,"ĠMagnification":1937,"ê°ģ":1938,"Ġmicrocalcifci":1939,"probable":1940,"ĠLIQ":1941,"Ġmacrocal":1942,"27":1943,"Microcal":1944,"olu":1945,"spread":1946,"tine":1947,"ler":1948,"Ġvisualiz":1949,"ĠëĬ":1950,"íķ´":1951,"Ġlobulated":1952,"Ġê²ĥ":1953,"Ġcalcificati":1954,"ression":1955,"Ġacchitectural":1956,"fiications":1957,"29":1958,"obscu":1959,"ë¥":1960,"Ġro":1961,"ĠOval":1962,"ìłģ":1963,"ìĸij":1964,"Residual":1965,"hing":1966,"jac":1967,"other":1968,"ģìĥģ":1969,"Ġmic":1970,"Ġscan":1971,"ĠPost":1972,"Ġnodes":1973,"composition":1974,"Ġìĭľ":1975,"jacent":1976,"De":1977,"LC":1978,"ative":1979,"pla":1980,"Ġop":1981,"cially":1982,"grossly":1983,"ĠRight":1984,"Ġluc":1985,"Ġë°":1986,"ìĹĨ":1987,"Ġaspect":1988,"ëĬ¥ìĦ±":1989,"ol":1990,"xilla":1991,"hed":1992,"all":1993,"ĠDCIS":1994,"Ġtrabecular":1995,"Ġnege":1996,"agtive":1997,".--":1998,"GII":1999,"OS":2000,"pr":2001,"vascular":2002,"ìļ":2003,"ĮĢ":2004,"der":2005,"tasia":2006,"Ġreview":2007,"Ġê²ĢìĤ¬":2008,"ulating":2009,"ĠìĦĿíļĮ":2010,"íĸī":2011,"Ġadjacent":2012,"Ġrod":2013,"%)":2014,"33":2015,"Ca":2016,"Compared":2017,"Multifocal":2018,"RT":2019,"Sep":2020,"cent":2021,"hic":2022,"irc":2023,"ostic":2024,"skin":2025,"tric":2026,"ug":2027,"ì¶Ķ":2028,")..":2029,"Ġprominant":2030,"Ġ2001":2031,"ions":2032,"ĠFaint":2033,"ĠAsymmetric":2034,"Ġwas":2035,"(-),":2036,"Ġìĺģìĥģ":2037,"Ġë³ijë³Ģ":2038,"Ġsubcutaneous":2039,"Ġmicrocalcifciations":2040,"obscure":2041,"42":2042,"accessory":2043,"ched":2044,"two":2045,"Ġoil":2046,"Ġì¦Ŀ":2047,"Ġviews":2048,"Ġëª":2049,"Ġmorelikely":2050,"ĠRUM":2051,"Ġasymmtry":2052,"Ġmicroca":2053,"ach":2054,"Ġmeta":2055,"Ġasymetry":2056,"Ġìľłë°©":2057,"microcalcification":2058,"agnostic":2059,"ĠìĥĿê°ģ":2060,"ĠëĬĶ":2061,"Ġlucent":2062,"Ġnegetive":2063,"anc":2064,"cted":2065,"ì¹ĺ":2066,"ĽĦ":2067,"nching":2068,"ĠGrossly":2069,"Ġsus":2070,"ë³´":2071,"ìŀĦ":2072,"Ġedema":2073,"25":2074,"26":2075,"Circ":2076,"amorphous":2077,"bx":2078,"subtle":2079,"±°":2080,"¸ë":2081,"athy":2082,"Ġeach":2083,"Ġonly":2084,"Ġhetero":2085,"Ġëĭ":2086,"Ġgade":2087,"ë¶Ħ":2088,"ĠID":2089,"ìľ¼ëĤĺ":2090,"Ġnearly":2091,"Ġroutine":2092,"Ġsuper":2093,"nown":2094,"ER":2095,"LUO":2096,"Ġche":2097,"our":2098,"Ġneagtive":2099,"Calcified":2100,"pected":2101,"BT":2102,"MLO":2103,"Suspicion":2104,"ob":2105,"ĺ모":2106,"order":2107,"Ġdefinitely":2108,"ĠPro":2109,"Ġintrammary":2110,"ancy":2111,"imal":2112,"sti":2113,"©ëĭĪëĭ¤":2114,"ìĨĮ":2115,"ving":2116,"ĠĊĊ":2117,"esp":2118,"isodense":2119,"pot":2120,"Ġwall":2121,"Ġanterior":2122,"Ġíģ":2123,"Ġë¹ĦêµIJìĭľ":2124,"matoma":2125,"containing":2126,"Ġarchitecture":2127,"form":2128,"Microcalcification":2129,"Asym":2130,"Is":2131,"pper":2132,"Ġ)":2133,"Ġk":2134,"mammo":2135,"ĠMA":2136,"ĠMM":2137,"sta":2138,"utli":2139,"Ġbiopsi":2140,"ìŀIJ":2141,"++":2142,"AB":2143,"ĠV":2144,"till":2145,"ser":2146,"Not":2147,"Ġthem":2148,"Ġespe":2149,"Ġequal":2150,"Ġdilated":2151,"Ġì¢":2152,"ĠLNE":2153,"Ġcompression":2154,"not":2155,"Ġheterogenously":2156,"ĠIncreased":2157,"Ġducts":2158,"Ġbreats":2159,"Ġmarginated":2160,"Ġ(<-":2161,"Ġbranching":2162,"ĢìľĦ":2163,"ë§Į":2164,"Ġscar":2165,"ASx":2166,"Ġìĭľíĸī":2167,"orderline":2168,"Ġespecially":2169,"52":2170,"inc":2171,"calcification":2172,"Ġspot":2173,"rous":2174,"ĠDBT":2175,"Ġìĥģ":2176,"Ġpossible":2177,"Ġshows":2178,"ĠIII":2179,"Ġinvolving":2180,"Develop":2181,"Ġchest":2182,"utliple":2183,"FCC":2184,"LN":2185,"eb":2186,"om":2187,"rge":2188,"su":2189,"ume":2190,"ë¦":2191,"ë¬":2192,"ë©°":2193,"sel":2194,"Ġì°":2195,"ĠTwo":2196,"opple":2197,"ĠìĿ´":2198,"Ġparti":2199,"ĠíĻķ":2200,"Ġì¦Ŀê°Ģ":2201,"fat":2202,"ken":2203,"some":2204,"sub":2205,"tly":2206,"ĠAt":2207,"Īĺ":2208,"cing":2209,"Ġinverted":2210,"Ġfo":2211,"Ġstill":2212,"Ġdermal":2213,"ĠMass":2214,"essel":2215,"symmetries":2216,"¼ë¶":2217,"Ġíı":2218,"Ġincrease":2219,"Ġ>>":2220,"Ġdetected":2221,"Ġtaken":2222,"Ġmicrocalcifcations":2223,"Ġmicor":2224,"ĠìĦĿíļĮíĻĶ":2225,"Circumscribed":2226,"formity":2227,"oppler":2228,"Feb":2229,"Jan":2230,"Mar":2231,"ì´":2232,"Ġíķĺ":2233,"Ġaxil":2234,"Ġì¡°":2235,"ĠìĨĮ견":2236,"Ġenh":2237,"ê°Ħ":2238,"Ġ본ìĽIJ":2239,"uctal":2240,"Ġincluded":2241,"Ġhamartoma":2242,"Ġê°ĢëĬ¥ìĦ±":2243,"Ġcorrelation":2244,"Ġmalignancy":2245,"Ġmetasta":2246,"¼ë¶Ģ":2247,"que":2248,"fir":2249,"dete":2250,"Ġcla":2251,"sist":2252,"Ġspic":2253,"ĠRe":2254,"terval":2255,"terial":2256,"corre":2257,"¼ë¡ľ":2258,"prominent":2259,"Ħì¹ĺ":2260,"newly":2261,"Ġgroups":2262,"ĠUpper":2263,"ĠMRI":2264,"Ġmicrocalcificati":2265,"Ġretromammary":2266,"GIII":2267,"Ġreviewed":2268,"ì¶Ķê°Ģ":2269,"Ġknown":2270,"Ġbiopsied":2271,"sistent":2272,",.":2273,"ext":2274,"right":2275,"sp":2276,"ved":2277,"ëĵ":2278,"ijľ":2279,"ķĮ":2280,"ĺìŀIJ":2281,"mainly":2282,"tiny":2283,"calci":2284,"Ġmag":2285,"ention":2286,"arge":2287,"ĠìĤ¬":2288,"Ġamorph":2289,"ê²Į":2290,"ìľ¼ë©°":2291,"ëªħ":2292,"ficial":2293,"Ġmalignant":2294,"Diagnostic":2295,"ather":2296,"Ġscanty":2297,"ĠMAM":2298,"firmed":2299,"99":2300,"Equivocal":2301,"ate":2302,"be":2303,"mme":2304,"Ġwh":2305,"cific":2306,"heter":2307,"catheter":2308,"inimal":2309,"ĠSl":2310,"Ġfindings":2311,"Ġvessel":2312,"볤":2313,"Ġê´Ģì°°ëIJĺ":2314,"ĠìĹIJìĦľ":2315,"Ġëĭ¤":2316,")->":2317,"Previous":2318,"asx":2319,"bro":2320,"cl":2321,"disappeared":2322,"global":2323,"uge":2324,"©´":2325,"graphy":2326,"Ġmed":2327,"tively":2328,"Ġexam":2329,"Ġdeformity":2330,"Ġ03":2331,"Ġcalcifiaction":2332,"ums":2333,"ëIJľ":2334,"Magni":2335,"ì§ģ":2336,"ìĽĶ":2337,"ĠìĿ´ìĥģ":2338,"Ġì´¬ìĺģ":2339,"matous":2340,"Ġtail":2341,"를":2342,"detection":2343,"entioned":2344,"Ġmedi":2345,"Im":2346,"Non":2347,"af":2348,"ance":2349,"asymmetric":2350,"ist":2351,"Ġê³ł":2352,"ijìĽIJ":2353,"Ġnow":2354,"Ġhematoma":2355,"Ġìķ½":2356,"Ħìŀ":2357,"ëıĻ":2358,"ĠìľĦì¹ĺ":2359,"Ġdeveloping":2360,"Ġìłķ":2361,"Ġì¶Ķìłķ":2362,"Ġmetallic":2363,"olucent":2364,"Ġê²ĥìľ¼ë¡ľ":2365,"Ġsuperficial":2366,"Isodense":2367,"Ġpartially":2368,"affin":2369,"Jul":2370,"Linear":2371,"cle":2372,"ductal":2373,"ect":2374,"stion":2375,"slightly":2376,"well":2377,"Ġup":2378,"cated":2379,"city":2380,"Nov":2381,"gradeC":2382,"Ġ(-":2383,"Ġli":2384,"Ġnodue":2385,"Ġrather":2386,"Ġequivocal":2387,"ari":2388,"Ġcalcificat":2389,"ìĿ¼":2390,"ĠFU":2391,"ĠAx":2392,"ìĹĪ":2393,"2009":2394,"Ġmicrocalcifiaction":2395,"ture":2396,"Ġasymmety":2397,"Ġclusterd":2398,"ìķĦ":2399,"Ġë¶ĢìľĦ":2400,"total":2401,"Ġëļľëł·íķĺì§Ģ":2402,"Ġsuspected":2403,"Ġaxillar":2404,"ĠMAMMO":2405,"Aug":2406,"FA":2407,"Post":2408,"axilla":2409,"faint":2410,"tr":2411,"mar":2412,"mation":2413,"Ġsmo":2414,"Ġscat":2415,"ĠRound":2416,"aphic":2417,"tated":2418,"rial":2419,"Ġmicrocalcs":2420,"ĠëĤ":2421,"lobulated":2422,"ĠIrregular":2423,"ìĿ´ìĥģ":2424,"Ġtypically":2425,"ìĸ´ì":2426,"Ġnegat":2427,"ë³´ëĭ¤":2428,"umerous":2429,"correlated":2430,"ijľìĭľ":2431,"Apr":2432,"NU":2433,"ch":2434,"cy":2435,"iop":2436,"mn":2437,"rh":2438,"und":2439,"ump":2440,"ëij":2441,"ĮĢì":2442,"Ġmammmo":2443,"Ġpromin":2444,"ĠDoppler":2445,"Ġmicrocalcfication":2446,"Ġmicrocalcfiications":2447,"marked":2448,"íķĺìĺ":2449,"Ġhyperpla":2450,"Ġasymmery":2451,"ëIJĺìĸ´":2452,"Probably":2453,"Ġë³ĢíĻĶìĹĨ":2454,"ĠCategory":2455,"Ġsymmetry":2456,"Ġë§ĺ모":2457,"Ġwhole":2458,"NUH":2459,"Ext":2460,"Limited":2461,"MR":2462,"cla":2463,"crease":2464,"ibro":2465,"mi":2466,"ure":2467,"¯¸":2468,"cate":2469,"mained":2470,"rev":2471,"Ġmaterial":2472,"Ġaden":2473,"Grc":2474,"ĠMGìĹIJìĦľ":2475,"leomorphic":2476,"Ġserial":2477,"ine":2478,"arc":2479,"ĠDisappeared":2480,"Ġ04":2481,"ĠviewìĹIJìĦľ":2482,"ĠNodule":2483,"Ġëı":2484,"Ġve":2485,"luding":2486,"ĠOther":2487,"Heterogeneous":2488,"ì§Ħ":2489,"ĠEnlarged":2490,"Ġbreat":2491,"Interval":2492,"ĠìĻĢ":2493,"Ġedematous":2494,"Ġradiolucent":2495,"ĠLOQ":2496,"ĠìĥĿê°ģëIJ¨":2497,"ĠIDC":2498,"Ġmedial":2499,"mnant":2500,"Ġhyperplasia":2501,"+),":2502,"AP":2503,"Mild":2504,"coarse":2505,"dx":2506,"few":2507,"gative":2508,"ifcation":2509,"mly":2510,"ë©´":2511,"remly":2512,"Ġinser":2513,"Ġmentioned":2514,"Ġben":2515,"lying":2516,"ĠLAP":2517,"alr":2518,"terd":2519,"minal":2520,"Ġrelated":2521,"Ġcalcifiation":2522,"íķ©ëĭĪëĭ¤":2523,"early":2524,"ctions":2525,"Ġíijľìĭľ":2526,"ë³ijìĽIJ":2527,"íĻķ":2528,"ë°ĺ":2529,"Ġcalcifcations":2530,"ficiation":2531,"ĠìĸijìĦ±":2532,"ĠìĿĺìĭ¬":2533,"Ġvisualization":2534,"ĠVAB":2535,"iopsy":2536,"ëijIJ":2537,"bilateral":2538,"gg":2539,"rm":2540,"Ġqu":2541,"Ġay":2542,"enlarged":2543,"ond":2544,"Ġdens":2545,"left":2546,"ĠCoarse":2547,"Ġdep":2548,"Ġdeline":2549,"ĠDense":2550,"One":2551,"Ġvari":2552,"vel":2553,"Ġsuggested":2554,"Ġë¹ĦêµIJíķĺìŬ":2555,"matched":2556,"Ġparaffin":2557,"Ġcorrelating":2558,"Ġsmaller":2559,"including":2560,"ĠíĻķìĿ¸":2561,"fatty":2562,"subareolar":2563,"ì¶Ķê°Ģê²ĢìĤ¬":2564,"umpy":2565,"43":2566,"Fat":2567,"age":2568,"biopsy":2569,"ctasia":2570,"ex":2571,"milk":2572,"¬íķ¨":2573,"Ġcatheter":2574,"Ġmat":2575,"Ġam":2576,"visualiz":2577,"Ġfil":2578,"Ġnor":2579,"Ġexten":2580,"Ġside":2581,"Ġdiff":2582,"ĠSlightly":2583,"art":2584,"Ġremnant":2585,"ĠMam":2586,"osis":2587,"Ġë¡ľ":2588,"Ġcircums":2589,"Ġplemo":2590,"Ġcentered":2591,"íķł":2592,"Ġvs":2593,"ìľł":2594,"active":2595,"diffusely":2596,"ĠHG":2597,"ĠProbably":2598,"sugges":2599,"Ġsmooth":2600,"+/":2601,"ary":2602,"gen":2603,"ila":2604,"ior":2605,"ifications":2606,"uminal":2607,"ì¡°":2608,"íĦ":2609,"íĽĦ":2610,"Ġmain":2611,"Ġover":2612,"one":2613,"Ġinn":2614,"Ġfoci":2615,"ĠbreastìĹIJ":2616,"ĠRLC":2617,"Ġrange":2618,"ĠGI":2619,"ummation":2620,"Ġisodensity":2621,"Ģì§":2622,"ĠíĮ":2623,"Ġíĺ":2624,"Ġê±°":2625,"Probable":2626,"Ġë¶Ħ":2627,"Ġê´Ģì°°ëIJ¨":2628,"Ġvisualized":2629,"ìĸijìĦ±":2630,"Ġíģ¬":2631,"Ġdepth":2632,"íĦ°":2633,"HER":2634,"Ill":2635,"MU":2636,"Pleomorphic":2637,"ical":2638,"nt":2639,"olo":2640,"previously":2641,"ê·":2642,"Ġnd":2643,"ŀĪ":2644,"GrC":2645,"ĠMGìĻĢ":2646,"Ġnec":2647,"arenchymal":2648,"ĠSNUH":2649,"arly":2650,"ĠëIJ":2651,"iso":2652,"Ġ---->":2653,"Ġê¸":2654,"Ġìĸ´":2655,"Ġneedle":2656,"ficiations":2657,"Ġìĸij측":2658,"Developing":2659,"Ġì¡°ì§ģ":2660,"Ġìķ½ê°Ħ":2661,"ĠëıĻ":2662,"rmis":2663,"Ġfilm":2664,"Hx":2665,"Some":2666,"prev":2667,"ª½":2668,"ìĶ":2669,"category":2670,"Ġclu":2671,"sing":2672,"rosis":2673,"vie":2674,"Ġextremly":2675,"Ġdisc":2676,"Ġdecrease":2677,"Ġdermis":2678,"ĠFibro":2679,"ĠMammography":2680,"íķ´ì":2681,"ĠìĿ¸":2682,"Ġlobulating":2683,"(-).":2684,"Ġmets":2685,"Ġë³´ìĿ´ëĬĶ":2686,"urther":2687,"Ġmetalic":2688,"Ġmacrocalcification":2689,"ìļ°":2690,"리":2691,"mmetric":2692,"Ġvery":2693,".>":2694,"Asymmetries":2695,"Jun":2696,"Lob":2697,"oin":2698,"pathy":2699,"rant":2700,"yr":2701,"ypical":2702,"Ħľ":2703,"Īì":2704,"įĶ":2705,"ency":2706,"gram":2707,"Ġmutliple":2708,"Ġdenist":2709,"Ġshell":2710,"ĠRI":2711,"Ġmammopathy":2712,"Ġ199":2713,"ĠBreast":2714,"Ġpromi":2715,"ĠDdx":2716,"pleomorphic":2717,"Ġì§":2718,"Ġcalcifiations":2719,"ĠNE":2720,"ĠëįĶ":2721,"notated":2722,"ĠAbout":2723,"pos":2724,"poma":2725,"Ġcalcifci":2726,"ëĭ¹":2727,"opathy":2728,"ĠìĿ¼ë¶Ģ":2729,"circles":2730,"Ġunmatched":2731,"Ġcacifications":2732,"Ġectasia":2733,"ìĺ¤":2734,"dition":2735,"Ġhuge":2736,"Ġroudn":2737,"ĠCalcifications":2738,"Ġ모":2739,"Ġì°¸":2740,"calcium":2741,"Ħìŀ¬":2742,"stionable":2743,"ĠíĮIJ":2744,"ìĶ©":2745,"Ġdenisty":2746,"Oct":2747,"Typical":2748,"¼ì¹ĺ":2749,"ë£":2750,"ëĤ":2751,"íĺ":2752,"Ġminimal":2753,"Ġbeni":2754,"Ġfurther":2755,"ĠLL":2756,"Ġlevel":2757,"Ġchan":2758,"ĠSubtle":2759,"ĠDW":2760,"ulging":2761,"Ġ02":2762,"ĠFB":2763,"2003":2764,"2019":2765,"Ġpersistent":2766,"Ġasymmetricity":2767,"ìľłë°©":2768,"Ġnumbers":2769,"Ġmicrolobulated":2770,"ìķ½":2771,"Ġintraductal":2772,"ĠDiffusely":2773,"Ġìłľ":2774,"rocalcifications":2775,"specific":2776,"Ġmacrocalcifications":2777,"Ġmicorcalcifications":2778,"extent":2779,"Ġ(-)":2780,"Ġlipoma":2781,"Ġmaterials":2782,"Ġquad":2783,"Ġdelineated":2784,"Ģì§Ħ":2785,"olog":2786,"linear":2787,"£¼":2788,"¶Į":2789,"ê´":2790,"ëŀ":2791,"ëĮĢì":2792,"íŀĪ":2793,"Ġul":2794,"Ģëįĺ":2795,"residual":2796,"Grd":2797,"Ġfade":2798,"latively":2799,"Ġso":2800,"ĠLLC":2801,"ĠLuminal":2802,"Ġsege":2803,"Ġlumpy":2804,"Ġchagn":2805,"Ġalrge":2806,"Ġcom":2807,"plete":2808,"ĠLUIQ":2809,"ualted":2810,"omatic":2811,"opcorn":2812,"ê²ł":2813,"ĠíĽĦ":2814,"ë¶ĢíĦ°":2815,"Nodules":2816,"Ġclusters":2817,"Ġê¶Į":2818,"Ġasses":2819,"ptomatic":2820,"ìķĶ":2821,"Ġë¶Ī":2822,"dies":2823,"Ġìĸijìĥģ":2824,"Ġmicrocalcificaions":2825,"Decrease":2826,"ĠIntramammary":2827,"ĠCalcified":2828,"Asymptomatic":2829,"Ġíı¬íķ¨":2830,"Ġnegatvie":2831,"Ġadenosis":2832,"architectural":2833,"isolated":2834,"ë£Į":2835,"Ġquadrant":2836,"Ġchagne":2837,"+).":2838,"=>":2839,"cystic":2840,"ite":2841,"lum":2842,"mid":2843,"tour":2844,"wsi":2845,"yn":2846,"ê±°":2847,"ë²":2848,"Ġ#":2849,"Ĭ¹":2850,"ĽIJ":2851,"Ġmole":2852,"Ġbre":2853,"Ġfound":2854,"Ġmicrocalfications":2855,"ĠasymmetryëĬĶ":2856,"ancing":2857,"ĠSegmental":2858,"Ġrepla":2859,"ĠGlobal":2860,"ĠìĪĺ":2861,"ĠĊĊĊ":2862,"Ġëĵ":2863,"ĠëĮĢ":2864,"Ġ..":2865,"Ġclusted":2866,"본ìĽIJ":2867,"íĻĺìŀIJ":2868,"Ġmicroal":2869,"ëıħ":2870,"Remained":2871,"ĠHRT":2872,"Ġ(<--":2873,"confirmed":2874,"Ġë³´ìĿ´ëįĺ":2875,"Ġradio":2876,"ĠNewly":2877,"Ġì¢ĭ":2878,"문":2879,"ì´¬ìĺģ":2880,"Ġë³ĢíĻĶìĹĨìĿĮ":2881,"Ġvariable":2882,"except":2883,"Ġmatched":2884,"Ġextending":2885,"Ġì¡°ì§ģê²ĢìĤ¬":2886,"posterior":2887,"Ġsegemental":2888,"):":2889,"Foreign":2890,"NO":2891,"__":2892,"cyst":2893,"par":2894,"tat":2895,"va":2896,"¸ê¸":2897,"Īë¡ľ":2898,"Ŀ¼ë":2899,"tie":2900,"Ġadn":2901,"ĠMGs":2902,"Ġby":2903,"Ġbulging":2904,"Normal":2905,"era":2906,"Ġmammotome":2907,"apil":2908,"Ġ2000":2909,"Ġtub":2910,"Ġamorh":2911,"loma":2912,"Ġtotal":2913,"Ġhypoe":2914,"ccessary":2915,"íķĺëĬĶ":2916,"ĠìķĪ":2917,"ĠìĹ°":2918,"ĠmicroCa":2919,"Ġpuncate":2920,"Ġenlargements":2921,"Ġpartly":2922,"íĸ¥":2923,"Ġê°IJ":2924,"omplete":2925,"Ġmetastatic":2926,"ifcations":2927,"Ġinsertion":2928,"Ġdensse":2929,"visualized":2930,"Ġnecrosis":2931,"wsie":2932,"¸ê¸ī":2933,"apilloma":2934,"Ġtubular":2935,"(+)":2936,",,":2937,"Nearly":2938,"em":2939,"ive":2940,"summation":2941,"¡ìĻĢ":2942,"¯Ģ":2943,"¹Į":2944,"ħëĭĪëĭ¤":2945,"ocaliz":2946,"tectasia":2947,"ĠinL":2948,"Ġcl":2949,"Ġcell":2950,"hetero":2951,"Ġpor":2952,"Ġmicrocalfication":2953,"Ġslight":2954,"ĠCT":2955,"ĠRSA":2956,"ature":2957,"symetry":2958,"annotated":2959,"Ġcalcfication":2960,"Ġabn":2961,"ualr":2962,"ìĹIJëıĦ":2963,"ĠLUM":2964,"ìĦł":2965,"voluting":2966,"íķĺê³ł":2967,"Ġcontour":2968,"Ġìķ¡ìĻĢ":2969,"uctectasia":2970,"Ġcalcificaion":2971,"Ġcalcificaions":2972,"Ġë³´ìĺ":2973,"Ġsubcut":2974,"athered":2975,"Ġ못":2976,"¸ëĿ¼ë":2977,"Ġenhance":2978,"Ġenhancing":2979,"Ġspicualted":2980,"Ġê³łìķ½":2981,"Extremely":2982,"MRI":2983,"ê·¸ëĿ¼ë":2984,"Ġreplacing":2985,"Ġê°IJìĨĮ":2986,"¯Ģë¡ľ":2987,"ê·¸ëĿ¼ë¯¸":2988,"50":2989,"Popcorn":2990,"ase":2991,"cribed":2992,"ere":2993,"mild":2994,"ê¹Į":2995,"ëĮĢ":2996,"Ġ/":2997,"ľê²¬":2998,"tiple":2999}