cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.auhq7d
title: Occurrence Download

description: A dataset containing 29537 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Houstonia caerulea"
 ]
}

 The dataset includes 29537 records from 227 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039029-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zv9cqk
title: Occurrence Download

description: A dataset containing 11296 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Poa cenisia"
 ]
}

 The dataset includes 11296 records from 240 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039030-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jufjtv
title: Occurrence Download

description: A dataset containing 568 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cichorium intybus",
 "Country is Argentina",
 "HasCoordinate is true"
 ]
}

 The dataset includes 568 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039031-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xjukf4
title: Occurrence Download

description: A dataset containing 656 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cichorium intybus",
 "Country is Belarus",
 "HasCoordinate is true"
 ]
}

 The dataset includes 656 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039033-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3rvktc
title: Occurrence Download

description: A dataset containing 1652 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cichorium intybus",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1652 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039032-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9byt9s
title: Occurrence Download

description: A dataset containing 1011 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Vicia bungei"
 ]
}

 The dataset includes 1011 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039034-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.94dugg
title: Occurrence Download

description: A dataset containing 616 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Podolepis arachnoidea"
 ]
}

 The dataset includes 616 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039035-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4g4ftx
title: Occurrence Download

description: A dataset containing 277290 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Veronica beccabunga"
 ]
}

 The dataset includes 277290 records from 1430 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038904-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13130/rd_unimi/hiwrsq
title: Data for test about implication

description: Queries about implication
DOI: 10.13130/rd_unimi/hiwrsq/lh28jp
title: Implicazione - Moduli Google.pdf

description: test about implication
DOI: 10.13130/rd_unimi/hiwrsq/vrwz75
title: explanations.docx
DOI: 10.15468/dl.5updmv
title: Occurrence Download

description: A dataset containing 4153 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Delphinapterus leucas",
 "Year 1975-2000"
 ]
}

 The dataset includes 4153 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039726-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13130/rd_unimi/eujiow/4aeal3
title: Fig. 1g - AKT.JPG

description: Western blot original image of AKT detection.
DOI: 10.13130/rd_unimi/eujiow/q6syjz
title: Fig. 1e - pAKT.JPG

description: Western blot original image of phosphorylated AKT detection.
DOI: 10.13130/rd_unimi/eujiow/z3vpka
title: Fig. 1b - GAPDH.JPG

description: Western blot original image of GAPDH detection.
DOI: 10.13130/rd_unimi/eujiow/6wz4lt
title: Fig.1b - Cyclin D3.JPG

description: Western blot original image of cyclin D3 detection.
DOI: 10.13130/rd_unimi/eujiow/gvrgln
title: Fig. 1g - pAKT.JPG

description: Western blot original image of phosphorylated AKT detection.
DOI: 10.15468/dl.pkq9yd
title: Occurrence Download

description: A dataset containing 45 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tygervalleyomyces",
 "HasCoordinate is true"
 ]
}

 The dataset includes 45 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039727-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13130/rd_unimi/eujiow/gey9g7
title: README.md

description: Uploaded files description
DOI: 10.13130/rd_unimi/eujiow/mcndhm
title: Fig. 1e - AKT.JPG

description: Western blot original image of AKT detection.
DOI: 10.13130/rd_unimi/jblnsh/irrnri
title: Bodipy.tab
DOI: 10.13130/rd_unimi/7wvic5/wk3xnk
title: CYTO-ID autophagy.tab
DOI: 10.13130/rd_unimi/5dxixt/lgq9yx
title: FAO.tab
DOI: 10.13130/rd_unimi/mukpek/kdzorl
title: MT thickness.tab
DOI: 10.13130/rd_unimi/h1i5cn/alqroy
title: TUTTE densitometrie miotubi NO.tab
DOI: 10.13130/rd_unimi/lj6z8v
title: Replication data for "Lightweight Behavior-Based Malware Detection"

description: Dataset containing real-world and synthetic samples on legit and malware samples in the form of time series. The samples consider machine-level performance metrics: CPU usage, RAM usage, number of bytes read and written from and to disk and network. Synthetic samples are generated using a GAN.
DOI: 10.13130/rd_unimi/lj6z8v/rq6ubi
title: fingerprint.pb
DOI: 10.13130/rd_unimi/lj6z8v/zqa6ov
title: Synthetic.zip
DOI: 10.13130/rd_unimi/lj6z8v/v52g4m
title: RealNormalized.zip
DOI: 10.13130/rd_unimi/lj6z8v/822cll
title: legit_gan.pkl
DOI: 10.13130/rd_unimi/lj6z8v/mz4enj
title: 05_evaluaion.ipynb
DOI: 10.13130/rd_unimi/lj6z8v/3eqk64
title: malware_gan.pkl
DOI: 10.13130/rd_unimi/lj6z8v/xgtloj
title: keras_metadata.pb
DOI: 10.13130/rd_unimi/lj6z8v/qimj25
title: variables.index
DOI: 10.13130/rd_unimi/lj6z8v/n2xizh
title: 02_synthetic.ipynb
DOI: 10.13130/rd_unimi/lj6z8v/3exmis
title: 04_lstm.ipynb
DOI: 10.13130/rd_unimi/lj6z8v/pcx0yn
title: malware_real.tab
DOI: 10.13130/rd_unimi/lj6z8v/520vgp
title: malware_synth.tab
DOI: 10.13130/rd_unimi/lj6z8v/trzbc8
title: variables.data-00000-of-00001
DOI: 10.13130/rd_unimi/lj6z8v/geibn3
title: agent_linux.py
DOI: 10.13130/rd_unimi/lj6z8v/jqwrgk
title: agent_windows.py
DOI: 10.13130/rd_unimi/lj6z8v/t5sg5b
title: malware_synth.tab
DOI: 10.13130/rd_unimi/lj6z8v/uevatp
title: legit_real.tab
DOI: 10.13130/rd_unimi/lj6z8v/y5omrp
title: malware.txt
DOI: 10.13130/rd_unimi/lj6z8v/h7tycb
title: malware_real.tab
DOI: 10.13130/rd_unimi/lj6z8v/hrh4pf
title: RealClean.zip
DOI: 10.13130/rd_unimi/lj6z8v/0ze6ha
title: agent_windows_legit_execution.py
DOI: 10.13130/rd_unimi/lj6z8v/gy2skn
title: agent_linux_legit_execution.py
DOI: 10.13130/rd_unimi/lj6z8v/y9yx0o
title: requirements.txt
DOI: 10.13130/rd_unimi/lj6z8v/xhnkbf
title: legit.txt
DOI: 10.13130/rd_unimi/lj6z8v/qck6ei
title: legit_synth.tab
DOI: 10.13130/rd_unimi/lj6z8v/glrqlq
title: saved_model.pb
DOI: 10.13130/rd_unimi/lj6z8v/kjml19
title: legit_real.tab
DOI: 10.13130/rd_unimi/lj6z8v/ms0r4h
title: 03_analysis.ipynb
DOI: 10.13130/rd_unimi/lj6z8v/vy4rzs
title: 01_preprocessing.ipynb
DOI: 10.13130/rd_unimi/lj6z8v/qlufze
title: legit_synth.tab
DOI: 10.13130/rd_unimi/lj6z8v/qbxepm
title: readme.md
DOI: 10.13130/rd_unimi/lj6z8v/p6r9hi
title: README.md
DOI: 10.13130/rd_unimi/dxujxx/2hcxru
title: PecoriGiraldi 2023 HTL.xls

description: raw data for ACTH and GH measurements , SSTR2, SSTR3, SSTR5, POMC and GH expression n individual adenomas
DOI: 10.13130/rd_unimi/wyj0fb
title: Replication Data forCombined Ferritin Nanocarriers with ICG for Effective Phototherapy Against Breast Cancer

description: This dataset contains raw data from "Combined Ferritin Nanocarriers with ICG for Effective Phototherapy Against Breast Cancer" by Sitia L. et al.
DOI: 10.13130/rd_unimi/wyj0fb/jsmjc1
title: Raw Data Sitia et al 2024 PDT HFn-ICG.tab
DOI: 10.15468/dl.zfzavr
title: Occurrence Download

description: A dataset containing 539 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Andrias japonicus"
 ]
}

 The dataset includes 539 records from 57 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039728-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13130/rd_unimi/slkjly/7v6sfp
title: t_63a4f791b0adb-63a4f84e4c29a-repeatmasker.gensas.gff3.gz
DOI: 10.13130/rd_unimi/slkjly/ub9ucs
title: t_63a4f791b0adb-63a4f84e4c29a-repeatmasker.gensas.gff3

description: GFF3 file
DOI: 10.13130/rd_unimi/slkjly/besshv
title: readme.txt
DOI: 10.13130/rd_unimi/w4qlnb/i79htp
title: Spatiotemporal shift in body shape and plumage colouration as a response to changing climate in a cosmopolitan owl.tab
DOI: 10.13130/rd_unimi/w4qlnb/84fcnk
title: Spatiotemporal shift in body shape and plumage colouration as a response to changing climate in a cosmopolitan owl - final.tab
DOI: 10.13130/rd_unimi/ckkg2y/jxtvhn
title: 51_R2_45daysold_EO.fastq.gz
DOI: 10.13130/rd_unimi/ckkg2y/9re7uu
title: 50_R1_45daysold_EO.fastq.gz
DOI: 10.13130/rd_unimi/ckkg2y/008whq
title: 70_R2_3monthsold_Control.fastq.gz
DOI: 10.13130/rd_unimi/ckkg2y/vygtfz
title: 47_R2_45daysold_EO.fastq.gz
DOI: 10.13130/rd_unimi/ckkg2y/bh4j86
title: 65_R1_3monthsold_EO.fastq.gz
DOI: 10.13130/rd_unimi/ckkg2y/dqxokf
title: 63_R1_3monthsold_EO.fastq.gz
DOI: 10.13130/rd_unimi/ckkg2y/r16y81
title: 53_R1_45daysold_Control.fastq.gz
DOI: 10.13130/rd_unimi/ckkg2y/dcueuz
title: 49_R2_45daysold_EO.fastq.gz
DOI: 10.13130/rd_unimi/ckkg2y/nm1vjv
title: 45_R1_45daysold_EO.fastq.gz
DOI: 10.13130/rd_unimi/ckkg2y/rguitq
title: 57_R1_45daysold_Control.fastq.gz
DOI: 10.13130/rd_unimi/ckkg2y/u4saft
title: 46_R2_45daysold_EO.fastq.gz
DOI: 10.13130/rd_unimi/ckkg2y/gubcmd
title: 69_R2_3monthsold_Control.fastq.gz
DOI: 10.13130/rd_unimi/ckkg2y/oizllm
title: 62_R2_3monthsold_EO.fastq.gz
DOI: 10.13130/rd_unimi/ckkg2y/0h6wyt
title: 71_R1_3monthsold_Control.fastq.gz
DOI: 10.13130/rd_unimi/ckkg2y/fusz5r
title: 57_R2_45daysold_Control.fastq.gz
DOI: 10.13130/rd_unimi/ckkg2y/c4uqig
title: 66_R1_3monthsold_EO.fastq.gz
DOI: 10.13130/rd_unimi/ckkg2y/jtreks
title: 55_R2_45daysold_Control.fastq.gz
DOI: 10.13130/rd_unimi/ckkg2y/2nrnit
title: 75_R1_3monthsold_EO.fastq.gz
DOI: 10.13130/rd_unimi/ckkg2y/wg0n0d
title: 46_R1_45daysold_EO.fastq.gz
DOI: 10.13130/rd_unimi/ckkg2y/xlnzfu
title: 73_R2_3monthsold_Control.fastq.gz
DOI: 10.13130/rd_unimi/ckkg2y/j862qn
title: 58_R2_45daysold_Control.fastq.gz
DOI: 10.13130/rd_unimi/ckkg2y/e2vjkd
title: 74_R1_3monthsold_Control.fastq.gz
DOI: 10.13130/rd_unimi/ckkg2y/g75c0v
title: 60_R1_45daysold_EO.fastq.gz
DOI: 10.13130/rd_unimi/ckkg2y/vuekbh
title: 73_R1_3monthsold_Control.fastq.gz
DOI: 10.13130/rd_unimi/ckkg2y/lxaafp
title: 70_R1_3monthsold_Control.fastq.gz
DOI: 10.13130/rd_unimi/ckkg2y/qr2z8b
title: 53_R2_45daysold_Control.fastq.gz
DOI: 10.13130/rd_unimi/ckkg2y/rrhefc
title: 47_R1_45daysold_EO.fastq.gz
DOI: 10.13130/rd_unimi/ckkg2y/hsxezk
title: 62_R1_3monthsold_EO.fastq.gz
DOI: 10.13130/rd_unimi/ckkg2y/yn1hfe
title: 50_R2_45daysold_EO.fastq.gz
DOI: 10.13130/rd_unimi/ckkg2y/nlcwqr
title: 66_R2_3monthsold_EO.fastq.gz
DOI: 10.13130/rd_unimi/ckkg2y/yh9iyt
title: 45_R2_45daysold_EO.fastq.gz
DOI: 10.13130/rd_unimi/ckkg2y/pfhu7o
title: 54_R1_45daysold_Control.fastq.gz
DOI: 10.13130/rd_unimi/ckkg2y/uqrqgs
title: 76_R1_3monthsold_EO.fastq.gz
DOI: 10.13130/rd_unimi/ckkg2y/qf38mm
title: 51_R1_45daysold_EO.fastq.gz
DOI: 10.15468/dl.dac35v
title: Occurrence Download

description: A dataset containing 321 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Inegocia harrisii",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 321 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039730-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13130/rd_unimi/ckkg2y/jsmx1g
title: 67_R1_3monthsold_Control.fastq.gz
DOI: 10.13130/rd_unimi/ckkg2y/zature
title: 65_R2_3monthsold_EO.fastq.gz
DOI: 10.13130/rd_unimi/ckkg2y/jkbybg
title: 72_R1_3monthsold_Control.fastq.gz
DOI: 10.13130/rd_unimi/ckkg2y/3unuq5
title: 56_R2_45daysold_Control.fastq.gz
DOI: 10.13130/rd_unimi/ckkg2y/x3fckj
title: 59_R1_45daysold_Control.fastq.gz
DOI: 10.13130/rd_unimi/ckkg2y/wx9vmt
title: 54_R2_45daysold_Control.fastq.gz
DOI: 10.13130/rd_unimi/ckkg2y/5eluqv
title: otu_table.txt
DOI: 10.13130/rd_unimi/ckkg2y/ez56nc
title: 52_R2_45daysold_Control.fastq.gz
DOI: 10.13130/rd_unimi/ckkg2y/yv590x
title: 67_R2_3monthsold_Control.fastq.gz
DOI: 10.13130/rd_unimi/ckkg2y/mzosjf
title: 48_R2_45daysold_EO.fastq.gz
DOI: 10.13130/rd_unimi/ckkg2y/t53rrc
title: 72_R2_3monthsold_Control.fastq.gz
DOI: 10.13130/rd_unimi/ckkg2y/p5wfq2
title: 49_R1_45daysold_EO.fastq.gz
DOI: 10.13130/rd_unimi/ckkg2y/ivltsw
title: 75_R2_3monthsold_EO.fastq.gz
DOI: 10.13130/rd_unimi/ckkg2y/sl2tsk
title: 61_R1_3monthsold_EO.fastq.gz
DOI: 10.13130/rd_unimi/ckkg2y/vyi2s0
title: 76_R2_3monthsold_EO.fastq.gz
DOI: 10.13130/rd_unimi/ckkg2y/ceskwz
title: 59_R2_45daysold_Control.fastq.gz
DOI: 10.13130/rd_unimi/ckkg2y/hbh4rc
title: 60_R2_45daysold_EO.fastq.gz
DOI: 10.13130/rd_unimi/ckkg2y/jjmngi
title: 69_R1_3monthsold_Control.fastq.gz
DOI: 10.13130/rd_unimi/ckkg2y/oiexob
title: 55_R1_45daysold_Control.fastq.gz
DOI: 10.13130/rd_unimi/ckkg2y/j52rq6
title: 64_R1_3monthsold_EO.fastq.gz
DOI: 10.13130/rd_unimi/ckkg2y/afotgo
title: 68_R1_3monthsold_Control.fastq.gz
DOI: 10.13130/rd_unimi/ckkg2y/x4szvi
title: 64_R2_3monthsold_EO.fastq.gz
DOI: 10.13130/rd_unimi/ckkg2y/dkslmn
title: 61_R2_3monthsold_EO.fastq.gz
DOI: 10.13130/rd_unimi/ckkg2y/bxbgek
title: 71_R2_3monthsold_Control.fastq.gz
DOI: 10.13130/rd_unimi/ckkg2y/h9wcwm
title: 56_R1_45daysold_Control.fastq.gz
DOI: 10.15468/dl.dcxx73
title: Occurrence Download

description: A dataset containing 17862 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Emydoidea blandingii"
 ]
}

 The dataset includes 17862 records from 65 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039731-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13130/rd_unimi/ckkg2y/wke66w
title: 48_R1_45daysold_EO.fastq.gz
DOI: 10.13130/rd_unimi/ckkg2y/6hgjqb
title: 63_R2_3monthsold_EO.fastq.gz
DOI: 10.13130/rd_unimi/ckkg2y/wslcar
title: 58_R1_45daysold_Control.fastq.gz
DOI: 10.13130/rd_unimi/ckkg2y/3qdtmt
title: 68_R2_3monthsold_Control.fastq.gz
DOI: 10.13130/rd_unimi/ckkg2y/njvkbz
title: 74_R2_3monthsold_Control.fastq.gz
DOI: 10.13130/rd_unimi/ckkg2y/gdrkou
title: readme.txt
DOI: 10.13130/rd_unimi/ckkg2y/m4op0p
title: Feces_Dataset.txt
DOI: 10.13130/rd_unimi/ckkg2y/rniz8e
title: 52_R1_45daysold_Control.fastq.gz
DOI: 10.13130/rd_unimi/s8mw9p/nnvwhr
title: check list Parco colline Lupi et al.xlsx
DOI: 10.13130/rd_unimi/s8mw9p/suwn7z
title: check list Parco colline Lupi et al-1.tab

description: The dataset reports data about the species collected during field surveys from 2010 to 2013 in a Prealpine suburban hilly area in northern Italy. The following information are reported: species identification (species, order family subfamily); Locality (region, province, locality coordinates, and altitude) the monitoring method; the instar identified; the first date of collection per locality per year
DOI: 10.13130/rd_unimi/jv77wr/mpye4p
title: Itanes2022_Questionario_PRE_ELETTORALE.pdf
DOI: 10.13130/rd_unimi/jv77wr/hfccug
title: Itanes2022_Questionario_POST_ELETTORALE.pdf
DOI: 10.13130/rd_unimi/jv77wr/jvi2v4
title: Itanes 2022 - Descrizione dello studio_Release 01.pdf
DOI: 10.13130/rd_unimi/jv77wr/scq9fg
title: Itanes 2022_sintassi voto_post.do
DOI: 10.13130/rd_unimi/jv77wr/low20b
title: LEGGIMI_ITANES 2022.pdf
DOI: 10.13130/rd_unimi/jv77wr/3mirho
title: Itanes 2022 - Istruzioni per i pesi.pdf
DOI: 10.13130/rd_unimi/jv77wr/gcrqtq
title: README_ITANES 2022.pdf
DOI: 10.13130/rd_unimi/jv77wr/vs77ks
title: Itanes2022_POST_release 01_weighted.tab

description: Itanes2022_POST Stata Version
DOI: 10.13130/rd_unimi/jv77wr/1ok9kz
title: Itanes2022_PANEL_release 01_weighted.tab

description: Itanes2022_PANEL Stata Version
DOI: 10.13130/rd_unimi/jv77wr/fzvlbe
title: Itanes2022_PRE_release 01_weighted.tab

description: Itanes2022_PRE Stata Version
DOI: 10.13130/rd_unimi/jv77wr/iwq0yc
title: Itanes2022_POST_release 01_weighted-1.tab

description: Itanes2022_POST Spss Version
DOI: 10.13130/rd_unimi/jv77wr/ztzof7
title: Itanes2022_PANEL_release 01_weighted-1.tab

description: Itanes2022_PANEL Spss Version
DOI: 10.5281/zenodo.17631257
title: Shearographic Anomaly Detection Dataset (SADD)
title: A Labeled Shearography Dataset for Kissing Bond Anomaly Detection in Polymer–Rubber Adhesive Layers

description: This dataset contains shearographic measurement data of simulated kissing bonds in a polymer–rubber adhesive joint. The defects were created by inserting defined discontinuities within the adhesive layer, producing fully detached bonding regions. In addition, the dataset includes reference measurements without defects, which contain only global deformation used to generate the phase jumps. 

The dataset consists of three classes of samples:



Defective samples with simulated kissing-bond anomalies (Faulty)

Non-defective samples without any adhesive discontinuities and without global Deformation (Good_clean)

Non-defective samples without any adhesive discontinuities and with global deformation (Good_stripes)


Ground-truth annotations (Bounding Box, CSV and YOLO Format) are provided only for the defective regions in the defective samples (Faulty). The background and all non-defective areas remain unlabeled. The labels were manually created by a domain expert. This results in partially labeled data that may be used in supervised, weakly supervised, or unsupervised analysis methods.
DOI: 10.13130/rd_unimi/jv77wr/6u2poj
title: Itanes2022_PRE_release 01_weighted-1.tab

description: Itanes2022_PRE Spss Version
DOI: 10.13130/rd_unimi/jv77wr/5cdtkv
title: Itanes 2022 - Istruzioni per i pesi_Release 01.pdf
DOI: 10.13130/rd_unimi/dzfrqf/nz27yo
title: 2023_Cells_Verdile et al_Enzymatic quantification_AP_ALP.tab
DOI: 10.13130/rd_unimi/dzfrqf/wwtii2
title: 2023_Cells_Verdile et al_FD4.xlsx
DOI: 10.13130/rd_unimi/dzfrqf/yn5hrn
title: 2023_Cells_Verdile et al_TEER.tab
DOI: 10.13130/rd_unimi/dzfrqf/j1jxii
title: README_2023_CELLS.txt
DOI: 10.13130/rd_unimi/dzfrqf/z24unh
title: 2023_Cells_Verdile et al_FD4.tab
DOI: 10.5281/zenodo.17634220
title: High-frequency greenhouse microclimate dataset, Columbus, Mississippi, September–November 2025
DOI: 10.5281/zenodo.17634221
title: High-frequency greenhouse microclimate dataset, Columbus, Mississippi, September–November 2025
DOI: 10.13130/rd_unimi/jczeem/ijxpxa
title: 2023, Pasquariello et al, Animals_HPLC_RAW DATA.xlsx
DOI: 10.13130/rd_unimi/jczeem/whiiej
title: README_2023_ANIMALS.txt
DOI: 10.15468/dl.6u2y86
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Neopuccinia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039732-251025141854904/datasets/export for details.
DOI: 10.25934/pr00011649
title: Impact of Baseline Fecal Calprotectin and Histologic Activity Thresholds on Clinical and Endoscopic Outcomes in Ulcerative Colitis Trials: A Post-Hoc Analysis

description: Ulcerative colitis (UC) is a long-term disease that causes swelling and sores in the large intestine, leading to symptoms like stomach pain, diarrhea, and bleeding. It affects over 900,000 people in the United States and millions more worldwide. Although many new treatments are being developed, it can be difficult to tell how well they work in clinical trials. This is partly because some patients improve even when they receive a placebo (a treatment with no active medicine), which can make it hard to see the real benefit of the new drug.

One idea to improve trial results is to include only patients who have high levels of gut inflammation at the beginning of the study. Inflammation can be measured through a stool test called fecal calprotectin (FC) or by looking at tissue samples under a microscope. In clinical trials, these tissue samples are scored using a scoring system called the Geboes histologic score, although this may not be readily available. FC measures proteins that indicate inflammation in stool, while the Geboes score shows how much inflammation is present in tissue from the gut.

In this project, we will study data from five large, previously completed clinical trials for moderate-to-severe UC. These trials—called GEMINI 1, LUCENT-1/2, PURSUIT, U-ACCOMPLISH, and UNIFI—included patients who were randomly assigned to receive either a new medicine or a placebo. We will focus on the “induction phase,” which is the early part of treatment when the initial effects of the therapy are measured.

Our goal is to find out if setting a minimum level of FC or Geboes score at the start of a trial would reduce placebo responses and make it easier to detect whether the treatment works. We will compare how patients with different levels of inflammation responded to treatment and placebo, both overall and within subgroups. These subgroups include people who have never used biologic medications (treatments made from living organisms or cells that target the immune system to reduce inflammation) and those who are taking corticosteroids (medications that quickly reduce swelling and immune activity).

This research is important because it could help improve the way future clinical trials are designed. If using inflammation thresholds does not make trial results more accurate, researchers may need to consider other strategies. Our findings will help ensure that new treatments for UC are tested more effectively, which can ultimately benefit patients by speeding up access to better therapies. Specifically, if future trial eligibility criteria is restricted to patients with high level of gut inflammation at the beginning of the study, then this work may indicate greater robustness to a placebo effect. However, this may reduce the generalisability outside of the trial to patients with UC that have lower levels of gut inflammation.