AmareshHebbar/snomed-mapper-qwen25-7b
Text Generation • Updated
Datasets:
messages listlengths 3 3 |
|---|
[
{
"role": "system",
"content": "You are a clinical terminology specialist. Map the clinical concept to its standard code and fully specified name."
},
{
"role": "user",
"content": "Clinical concept: Deuteranomaly"
},
{
"role": "assistant",
"content": "ICD-10-CM Code: H53.53\nConcept:... |
[
{
"role": "system",
"content": "You are a clinical terminology specialist. Map the clinical concept to its standard code and fully specified name."
},
{
"role": "user",
"content": "Clinical concept: Displaced fracture of left tibial tuberosity, subsequent encounter for closed fracture with delay... |
[
{
"role": "system",
"content": "You are a clinical terminology specialist. Map the clinical concept to its standard code and fully specified name."
},
{
"role": "user",
"content": "Clinical concept: Unspecified amblyopia, unspecified eye"
},
{
"role": "assistant",
"content": "ICD-10-... |
[
{
"role": "system",
"content": "You are a clinical terminology specialist. Map the clinical concept to its standard code and fully specified name."
},
{
"role": "user",
"content": "Clinical concept: Nondisplaced articular fracture of head of right femur, subsequent encounter for closed fracture ... |
[
{
"role": "system",
"content": "You are a clinical terminology specialist. Map the clinical concept to its standard code and fully specified name."
},
{
"role": "user",
"content": "Clinical concept: Poisoning by oxytocic drugs, undetermined, initial encounter"
},
{
"role": "assistant",
... |
[
{
"role": "system",
"content": "You are a clinical terminology specialist. Map the clinical concept to its standard code and fully specified name."
},
{
"role": "user",
"content": "Clinical concept: Other foreign object in trachea causing asphyxiation, sequela"
},
{
"role": "assistant",
... |
[
{
"role": "system",
"content": "You are a clinical terminology specialist. Map the clinical concept to its standard code and fully specified name."
},
{
"role": "user",
"content": "Clinical concept: Displaced transverse fracture of shaft of left fibula, subsequent encounter for open fracture typ... |
[
{
"role": "system",
"content": "You are a clinical terminology specialist. Map the clinical concept to its standard code and fully specified name."
},
{
"role": "user",
"content": "Clinical concept: Laceration without foreign body of right lesser toe(s) with damage to nail, subsequent encounter"... |
[
{
"role": "system",
"content": "You are a clinical terminology specialist. Map the clinical concept to its standard code and fully specified name."
},
{
"role": "user",
"content": "Clinical concept: Unspecified superficial injury of unspecified external genital organs, male, sequela"
},
{
... |
[
{
"role": "system",
"content": "You are a clinical terminology specialist. Map the clinical concept to its standard code and fully specified name."
},
{
"role": "user",
"content": "Clinical concept: Reiter's disease, unspecified site"
},
{
"role": "assistant",
"content": "ICD-10-CM C... |
[
{
"role": "system",
"content": "You are a clinical terminology specialist. Map the clinical concept to its standard code and fully specified name."
},
{
"role": "user",
"content": "Clinical concept: Corrosion of first degree of multiple sites of unspecified shoulder and upper limb, except wrist ... |
[
{
"role": "system",
"content": "You are a clinical terminology specialist. Map the clinical concept to its standard code and fully specified name."
},
{
"role": "user",
"content": "Clinical concept: Striking against or struck by front passenger side automobile airbag, sequela"
},
{
"role... |
[
{
"role": "system",
"content": "You are a clinical terminology specialist. Map the clinical concept to its standard code and fully specified name."
},
{
"role": "user",
"content": "Clinical concept: Displaced dome fracture of unspecified acetabulum, initial encounter for closed fracture"
},
... |
[
{
"role": "system",
"content": "You are a clinical terminology specialist. Map the clinical concept to its standard code and fully specified name."
},
{
"role": "user",
"content": "Clinical concept: Fracture of unspecified metatarsal bone(s), left foot, subsequent encounter for fracture with rou... |
[
{
"role": "system",
"content": "You are a clinical terminology specialist. Map the clinical concept to its standard code and fully specified name."
},
{
"role": "user",
"content": "Clinical concept: Displaced transverse fracture of shaft of humerus, left arm, initial encounter for open fracture"... |
[
{
"role": "system",
"content": "You are a clinical terminology specialist. Map the clinical concept to its standard code and fully specified name."
},
{
"role": "user",
"content": "Clinical concept: Abnormal electro-oculogram [EOG]"
},
{
"role": "assistant",
"content": "ICD-10-CM Cod... |
[
{
"role": "system",
"content": "You are a clinical terminology specialist. Map the clinical concept to its standard code and fully specified name."
},
{
"role": "user",
"content": "Clinical concept: Bitten by macaw, sequela"
},
{
"role": "assistant",
"content": "ICD-10-CM Code: W61.1... |
[
{
"role": "system",
"content": "You are a clinical terminology specialist. Map the clinical concept to its standard code and fully specified name."
},
{
"role": "user",
"content": "Clinical concept: Congenital non-neoplastic nevus"
},
{
"role": "assistant",
"content": "ICD-10-CM Code... |
[
{
"role": "system",
"content": "You are a clinical terminology specialist. Map the clinical concept to its standard code and fully specified name."
},
{
"role": "user",
"content": "Clinical concept: Nondisplaced Maisonneuve's fracture of unspecified leg, initial encounter for open fracture type ... |
[
{
"role": "system",
"content": "You are a clinical terminology specialist. Map the clinical concept to its standard code and fully specified name."
},
{
"role": "user",
"content": "Clinical concept: Nondisplaced apophyseal fracture of right femur, subsequent encounter for closed fracture with de... |
[
{
"role": "system",
"content": "You are a clinical terminology specialist. Map the clinical concept to its standard code and fully specified name."
},
{
"role": "user",
"content": "Clinical concept: Unspecified injury of flexor muscle, fascia and tendon of right little finger at forearm level, s... |
[
{
"role": "system",
"content": "You are a clinical terminology specialist. Map the clinical concept to its standard code and fully specified name."
},
{
"role": "user",
"content": "Clinical concept: Unspecified fracture of shaft of left tibia, subsequent encounter for open fracture type IIIA, II... |
[
{
"role": "system",
"content": "You are a clinical terminology specialist. Map the clinical concept to its standard code and fully specified name."
},
{
"role": "user",
"content": "Clinical concept: Unspecified fracture of right ilium, subsequent encounter for fracture with nonunion"
},
{
... |
[
{
"role": "system",
"content": "You are a clinical terminology specialist. Map the clinical concept to its standard code and fully specified name."
},
{
"role": "user",
"content": "Clinical concept: Traumatic rupture of other ligament of unspecified wrist, subsequent encounter"
},
{
"rol... |
[
{
"role": "system",
"content": "You are a clinical terminology specialist. Map the clinical concept to its standard code and fully specified name."
},
{
"role": "user",
"content": "Clinical concept: Displaced unspecified condyle fracture of lower end of unspecified femur, initial encounter for o... |
[
{
"role": "system",
"content": "You are a clinical terminology specialist. Map the clinical concept to its standard code and fully specified name."
},
{
"role": "user",
"content": "Clinical concept: Other fracture of right talus, sequela"
},
{
"role": "assistant",
"content": "ICD-10-... |
[
{
"role": "system",
"content": "You are a clinical terminology specialist. Map the clinical concept to its standard code and fully specified name."
},
{
"role": "user",
"content": "Clinical concept: Unspecified fracture of third metacarpal bone, left hand, subsequent encounter for fracture with ... |
[
{
"role": "system",
"content": "You are a clinical terminology specialist. Map the clinical concept to its standard code and fully specified name."
},
{
"role": "user",
"content": "Clinical concept: Non-pressure chronic ulcer of right heel and midfoot with necrosis of muscle"
},
{
"role"... |
[
{
"role": "system",
"content": "You are a clinical terminology specialist. Map the clinical concept to its standard code and fully specified name."
},
{
"role": "user",
"content": "Clinical concept: Nondisplaced fracture of shaft of first metacarpal bone, unspecified hand, initial encounter for ... |
[
{
"role": "system",
"content": "You are a clinical terminology specialist. Map the clinical concept to its standard code and fully specified name."
},
{
"role": "user",
"content": "Clinical concept: Unspecified injury of extensor muscle, fascia and tendon of right little finger at wrist and hand... |
[
{
"role": "system",
"content": "You are a clinical terminology specialist. Map the clinical concept to its standard code and fully specified name."
},
{
"role": "user",
"content": "Clinical concept: Genital varices in pregnancy, first trimester"
},
{
"role": "assistant",
"content": "... |
[
{
"role": "system",
"content": "You are a clinical terminology specialist. Map the clinical concept to its standard code and fully specified name."
},
{
"role": "user",
"content": "Clinical concept: Blister (nonthermal), left foot, sequela"
},
{
"role": "assistant",
"content": "ICD-1... |
[
{
"role": "system",
"content": "You are a clinical terminology specialist. Map the clinical concept to its standard code and fully specified name."
},
{
"role": "user",
"content": "Clinical concept: Laceration without foreign body, unspecified ankle, initial encounter"
},
{
"role": "assi... |
[
{
"role": "system",
"content": "You are a clinical terminology specialist. Map the clinical concept to its standard code and fully specified name."
},
{
"role": "user",
"content": "Clinical concept: Pain due to vascular prosthetic devices, implants and grafts, initial encounter"
},
{
"ro... |
[
{
"role": "system",
"content": "You are a clinical terminology specialist. Map the clinical concept to its standard code and fully specified name."
},
{
"role": "user",
"content": "Clinical concept: Burn of second degree of right toe(s) (nail), initial encounter"
},
{
"role": "assistant"... |
[
{
"role": "system",
"content": "You are a clinical terminology specialist. Map the clinical concept to its standard code and fully specified name."
},
{
"role": "user",
"content": "Clinical concept: Childhood disorder of social functioning, unspecified"
},
{
"role": "assistant",
"con... |
[
{
"role": "system",
"content": "You are a clinical terminology specialist. Map the clinical concept to its standard code and fully specified name."
},
{
"role": "user",
"content": "Clinical concept: Nondisplaced fracture of base of third metacarpal bone, left hand, initial encounter for open fra... |
[
{
"role": "system",
"content": "You are a clinical terminology specialist. Map the clinical concept to its standard code and fully specified name."
},
{
"role": "user",
"content": "Clinical concept: External constriction of unspecified parts of thorax, subsequent encounter"
},
{
"role": ... |
[
{
"role": "system",
"content": "You are a clinical terminology specialist. Map the clinical concept to its standard code and fully specified name."
},
{
"role": "user",
"content": "Clinical concept: Drowning and submersion due to falling or jumping from burning merchant ship, sequela"
},
{
... |
[
{
"role": "system",
"content": "You are a clinical terminology specialist. Map the clinical concept to its standard code and fully specified name."
},
{
"role": "user",
"content": "Clinical concept: Rapidly progressive nephritic syndrome with diffuse mesangial proliferative glomerulonephritis"
... |
[
{
"role": "system",
"content": "You are a clinical terminology specialist. Map the clinical concept to its standard code and fully specified name."
},
{
"role": "user",
"content": "Clinical concept: Child physical abuse, confirmed, sequela"
},
{
"role": "assistant",
"content": "ICD-1... |
[
{
"role": "system",
"content": "You are a clinical terminology specialist. Map the clinical concept to its standard code and fully specified name."
},
{
"role": "user",
"content": "Clinical concept: Minor contusion of unspecified kidney, initial encounter"
},
{
"role": "assistant",
"... |
[
{
"role": "system",
"content": "You are a clinical terminology specialist. Map the clinical concept to its standard code and fully specified name."
},
{
"role": "user",
"content": "Clinical concept: Allergic rhinitis due to animal (cat) (dog) hair and dander"
},
{
"role": "assistant",
... |
[
{
"role": "system",
"content": "You are a clinical terminology specialist. Map the clinical concept to its standard code and fully specified name."
},
{
"role": "user",
"content": "Clinical concept: Nondisplaced fracture of head of left radius, subsequent encounter for closed fracture with malun... |
[
{
"role": "system",
"content": "You are a clinical terminology specialist. Map the clinical concept to its standard code and fully specified name."
},
{
"role": "user",
"content": "Clinical concept: Contusion of adrenal gland, initial encounter"
},
{
"role": "assistant",
"content": "... |
[
{
"role": "system",
"content": "You are a clinical terminology specialist. Map the clinical concept to its standard code and fully specified name."
},
{
"role": "user",
"content": "Clinical concept: Plastic bead entering into or through a natural orifice, subsequent encounter"
},
{
"role... |
[
{
"role": "system",
"content": "You are a clinical terminology specialist. Map the clinical concept to its standard code and fully specified name."
},
{
"role": "user",
"content": "Clinical concept: Struck by field hockey puck, sequela"
},
{
"role": "assistant",
"content": "ICD-10-CM... |
[
{
"role": "system",
"content": "You are a clinical terminology specialist. Map the clinical concept to its standard code and fully specified name."
},
{
"role": "user",
"content": "Clinical concept: Abscess of tendon sheath, left lower leg"
},
{
"role": "assistant",
"content": "ICD-1... |
[
{
"role": "system",
"content": "You are a clinical terminology specialist. Map the clinical concept to its standard code and fully specified name."
},
{
"role": "user",
"content": "Clinical concept: Unspecified fracture of fifth lumbar vertebra, subsequent encounter for fracture with nonunion"
... |
[
{
"role": "system",
"content": "You are a clinical terminology specialist. Map the clinical concept to its standard code and fully specified name."
},
{
"role": "user",
"content": "Clinical concept: Displaced comminuted fracture of shaft of unspecified tibia, subsequent encounter for closed frac... |
[
{
"role": "system",
"content": "You are a clinical terminology specialist. Map the clinical concept to its standard code and fully specified name."
},
{
"role": "user",
"content": "Clinical concept: Other methemoglobinemias"
},
{
"role": "assistant",
"content": "ICD-10-CM Code: D74.8... |
[
{
"role": "system",
"content": "You are a clinical terminology specialist. Map the clinical concept to its standard code and fully specified name."
},
{
"role": "user",
"content": "Clinical concept: Unspecified physeal fracture of unspecified calcaneus, subsequent encounter for fracture with del... |
[
{
"role": "system",
"content": "You are a clinical terminology specialist. Map the clinical concept to its standard code and fully specified name."
},
{
"role": "user",
"content": "Clinical concept: Displaced dome fracture of right acetabulum, sequela"
},
{
"role": "assistant",
"cont... |
[
{
"role": "system",
"content": "You are a clinical terminology specialist. Map the clinical concept to its standard code and fully specified name."
},
{
"role": "user",
"content": "Clinical concept: Hemorrhage due to nervous system prosthetic devices, implants and grafts, subsequent encounter"
... |
[
{
"role": "system",
"content": "You are a clinical terminology specialist. Map the clinical concept to its standard code and fully specified name."
},
{
"role": "user",
"content": "Clinical concept: Wedge compression fracture of third thoracic vertebra, sequela"
},
{
"role": "assistant",... |
[
{
"role": "system",
"content": "You are a clinical terminology specialist. Map the clinical concept to its standard code and fully specified name."
},
{
"role": "user",
"content": "Clinical concept: Burn involving larynx and trachea with lung, sequela"
},
{
"role": "assistant",
"cont... |
[
{
"role": "system",
"content": "You are a clinical terminology specialist. Map the clinical concept to its standard code and fully specified name."
},
{
"role": "user",
"content": "Clinical concept: Insect bite (nonvenomous) of unspecified back wall of thorax, subsequent encounter"
},
{
... |
[
{
"role": "system",
"content": "You are a clinical terminology specialist. Map the clinical concept to its standard code and fully specified name."
},
{
"role": "user",
"content": "Clinical concept: Salpingo-oophoritis in pregnancy, third trimester"
},
{
"role": "assistant",
"content... |
[
{
"role": "system",
"content": "You are a clinical terminology specialist. Map the clinical concept to its standard code and fully specified name."
},
{
"role": "user",
"content": "Clinical concept: Blindness right eye category 3, low vision left eye category 2"
},
{
"role": "assistant",... |
[
{
"role": "system",
"content": "You are a clinical terminology specialist. Map the clinical concept to its standard code and fully specified name."
},
{
"role": "user",
"content": "Clinical concept: Zellweger-like syndrome"
},
{
"role": "assistant",
"content": "ICD-10-CM Code: E71.54... |
[
{
"role": "system",
"content": "You are a clinical terminology specialist. Map the clinical concept to its standard code and fully specified name."
},
{
"role": "user",
"content": "Clinical concept: Injury of facial nerve, right side, sequela"
},
{
"role": "assistant",
"content": "IC... |
[
{
"role": "system",
"content": "You are a clinical terminology specialist. Map the clinical concept to its standard code and fully specified name."
},
{
"role": "user",
"content": "Clinical concept: Peripheral tear of lateral meniscus, current injury, unspecified knee, initial encounter"
},
... |
[
{
"role": "system",
"content": "You are a clinical terminology specialist. Map the clinical concept to its standard code and fully specified name."
},
{
"role": "user",
"content": "Clinical concept: Synovial hypertrophy, not elsewhere classified, left thigh"
},
{
"role": "assistant",
... |
[
{
"role": "system",
"content": "You are a clinical terminology specialist. Map the clinical concept to its standard code and fully specified name."
},
{
"role": "user",
"content": "Clinical concept: Glaucoma with increased episcleral venous pressure, unspecified eye"
},
{
"role": "assist... |
[
{
"role": "system",
"content": "You are a clinical terminology specialist. Map the clinical concept to its standard code and fully specified name."
},
{
"role": "user",
"content": "Clinical concept: Displaced transverse fracture of shaft of left tibia, initial encounter for open fracture type II... |
[
{
"role": "system",
"content": "You are a clinical terminology specialist. Map the clinical concept to its standard code and fully specified name."
},
{
"role": "user",
"content": "Clinical concept: Corrosion of unspecified degree of right palm, initial encounter"
},
{
"role": "assistant... |
[
{
"role": "system",
"content": "You are a clinical terminology specialist. Map the clinical concept to its standard code and fully specified name."
},
{
"role": "user",
"content": "Clinical concept: Deprivation amblyopia, bilateral"
},
{
"role": "assistant",
"content": "ICD-10-CM Cod... |
[
{
"role": "system",
"content": "You are a clinical terminology specialist. Map the clinical concept to its standard code and fully specified name."
},
{
"role": "user",
"content": "Clinical concept: Occupant (driver) (passenger) of pick-up truck or van injured in unspecified traffic accident, in... |
[
{
"role": "system",
"content": "You are a clinical terminology specialist. Map the clinical concept to its standard code and fully specified name."
},
{
"role": "user",
"content": "Clinical concept: Laceration of other blood vessels at hip and thigh level, right leg, subsequent encounter"
},
... |
[
{
"role": "system",
"content": "You are a clinical terminology specialist. Map the clinical concept to its standard code and fully specified name."
},
{
"role": "user",
"content": "Clinical concept: Displaced fracture of neck of scapula, left shoulder, subsequent encounter for fracture with nonu... |
[
{
"role": "system",
"content": "You are a clinical terminology specialist. Map the clinical concept to its standard code and fully specified name."
},
{
"role": "user",
"content": "Clinical concept: Salter-Harris Type II physeal fracture of lower end of humerus, right arm, subsequent encounter f... |
[
{
"role": "system",
"content": "You are a clinical terminology specialist. Map the clinical concept to its standard code and fully specified name."
},
{
"role": "user",
"content": "Clinical concept: Idiopathic aseptic necrosis of left shoulder"
},
{
"role": "assistant",
"content": "I... |
[
{
"role": "system",
"content": "You are a clinical terminology specialist. Map the clinical concept to its standard code and fully specified name."
},
{
"role": "user",
"content": "Clinical concept: Unspecified superficial injury of lip, sequela"
},
{
"role": "assistant",
"content": ... |
[
{
"role": "system",
"content": "You are a clinical terminology specialist. Map the clinical concept to its standard code and fully specified name."
},
{
"role": "user",
"content": "Clinical concept: Congenital adrenogenital disorders associated with enzyme deficiency"
},
{
"role": "assis... |
[
{
"role": "system",
"content": "You are a clinical terminology specialist. Map the clinical concept to its standard code and fully specified name."
},
{
"role": "user",
"content": "Clinical concept: Other injury of other urinary and pelvic organ, subsequent encounter"
},
{
"role": "assis... |
[
{
"role": "system",
"content": "You are a clinical terminology specialist. Map the clinical concept to its standard code and fully specified name."
},
{
"role": "user",
"content": "Clinical concept: Primary central sleep apnea of newborn"
},
{
"role": "assistant",
"content": "ICD-10-... |
[
{
"role": "system",
"content": "You are a clinical terminology specialist. Map the clinical concept to its standard code and fully specified name."
},
{
"role": "user",
"content": "Clinical concept: Nondisplaced fracture of shaft of right clavicle, initial encounter for closed fracture"
},
{... |
[
{
"role": "system",
"content": "You are a clinical terminology specialist. Map the clinical concept to its standard code and fully specified name."
},
{
"role": "user",
"content": "Clinical concept: Pedestrian on foot injured in collision with car, pick-up truck or van, unspecified whether traff... |
[
{
"role": "system",
"content": "You are a clinical terminology specialist. Map the clinical concept to its standard code and fully specified name."
},
{
"role": "user",
"content": "Clinical concept: Peripheral opacity of cornea, left eye"
},
{
"role": "assistant",
"content": "ICD-10-... |
[
{
"role": "system",
"content": "You are a clinical terminology specialist. Map the clinical concept to its standard code and fully specified name."
},
{
"role": "user",
"content": "Clinical concept: Other injury of unspecified muscle, fascia and tendon at wrist and hand level, right hand, subseq... |
[
{
"role": "system",
"content": "You are a clinical terminology specialist. Map the clinical concept to its standard code and fully specified name."
},
{
"role": "user",
"content": "Clinical concept: War operations involving other firearms discharge, military personnel, subsequent encounter"
},... |
[
{
"role": "system",
"content": "You are a clinical terminology specialist. Map the clinical concept to its standard code and fully specified name."
},
{
"role": "user",
"content": "Clinical concept: Galeazzi's fracture of unspecified radius, initial encounter for open fracture type IIIA, IIIB, o... |
[
{
"role": "system",
"content": "You are a clinical terminology specialist. Map the clinical concept to its standard code and fully specified name."
},
{
"role": "user",
"content": "Clinical concept: Age-related osteoporosis with current pathological fracture, unspecified shoulder, subsequent enc... |
[
{
"role": "system",
"content": "You are a clinical terminology specialist. Map the clinical concept to its standard code and fully specified name."
},
{
"role": "user",
"content": "Clinical concept: Lobster-claw hand, bilateral"
},
{
"role": "assistant",
"content": "ICD-10-CM Code: Q... |
[
{
"role": "system",
"content": "You are a clinical terminology specialist. Map the clinical concept to its standard code and fully specified name."
},
{
"role": "user",
"content": "Clinical concept: Corrosion of first degree of left elbow, subsequent encounter"
},
{
"role": "assistant",
... |
[
{
"role": "system",
"content": "You are a clinical terminology specialist. Map the clinical concept to its standard code and fully specified name."
},
{
"role": "user",
"content": "Clinical concept: Injury of cutaneous sensory nerve at hip and thigh level, right leg, initial encounter"
},
{
... |
[
{
"role": "system",
"content": "You are a clinical terminology specialist. Map the clinical concept to its standard code and fully specified name."
},
{
"role": "user",
"content": "Clinical concept: Unspecified injury of flexor muscle, fascia and tendon of right index finger at forearm level, su... |
[
{
"role": "system",
"content": "You are a clinical terminology specialist. Map the clinical concept to its standard code and fully specified name."
},
{
"role": "user",
"content": "Clinical concept: Traumatic rupture of palmar ligament of left index finger at metacarpophalangeal and interphalang... |
[
{
"role": "system",
"content": "You are a clinical terminology specialist. Map the clinical concept to its standard code and fully specified name."
},
{
"role": "user",
"content": "Clinical concept: Dislocation of distal interphalangeal joint of left index finger, initial encounter"
},
{
... |
[
{
"role": "system",
"content": "You are a clinical terminology specialist. Map the clinical concept to its standard code and fully specified name."
},
{
"role": "user",
"content": "Clinical concept: Other tear of lateral meniscus, current injury, left knee, initial encounter"
},
{
"role"... |
[
{
"role": "system",
"content": "You are a clinical terminology specialist. Map the clinical concept to its standard code and fully specified name."
},
{
"role": "user",
"content": "Clinical concept: Malignant neoplasm with pluriglandular involvement, unspecified"
},
{
"role": "assistant"... |
[
{
"role": "system",
"content": "You are a clinical terminology specialist. Map the clinical concept to its standard code and fully specified name."
},
{
"role": "user",
"content": "Clinical concept: Other skin changes due to chronic exposure to nonionizing radiation"
},
{
"role": "assist... |
[
{
"role": "system",
"content": "You are a clinical terminology specialist. Map the clinical concept to its standard code and fully specified name."
},
{
"role": "user",
"content": "Clinical concept: Non-pressure chronic ulcer of right heel and midfoot with fat layer exposed"
},
{
"role":... |
[
{
"role": "system",
"content": "You are a clinical terminology specialist. Map the clinical concept to its standard code and fully specified name."
},
{
"role": "user",
"content": "Clinical concept: Contusion of nose, initial encounter"
},
{
"role": "assistant",
"content": "ICD-10-CM... |
[
{
"role": "system",
"content": "You are a clinical terminology specialist. Map the clinical concept to its standard code and fully specified name."
},
{
"role": "user",
"content": "Clinical concept: Open bite of unspecified back wall of thorax without penetration into thoracic cavity, initial en... |
[
{
"role": "system",
"content": "You are a clinical terminology specialist. Map the clinical concept to its standard code and fully specified name."
},
{
"role": "user",
"content": "Clinical concept: Burn of third degree of left foot, initial encounter"
},
{
"role": "assistant",
"cont... |
[
{
"role": "system",
"content": "You are a clinical terminology specialist. Map the clinical concept to its standard code and fully specified name."
},
{
"role": "user",
"content": "Clinical concept: Monoplegia of upper limb following unspecified cerebrovascular disease affecting left non-dominan... |
[
{
"role": "system",
"content": "You are a clinical terminology specialist. Map the clinical concept to its standard code and fully specified name."
},
{
"role": "user",
"content": "Clinical concept: Nondisplaced pilon fracture of unspecified tibia, initial encounter for open fracture type I or I... |
[
{
"role": "system",
"content": "You are a clinical terminology specialist. Map the clinical concept to its standard code and fully specified name."
},
{
"role": "user",
"content": "Clinical concept: Other injury of extensor muscle, fascia and tendon of right ring finger at wrist and hand level, ... |
[
{
"role": "system",
"content": "You are a clinical terminology specialist. Map the clinical concept to its standard code and fully specified name."
},
{
"role": "user",
"content": "Clinical concept: Organic oligospermia"
},
{
"role": "assistant",
"content": "ICD-10-CM Code: N46.11\nC... |
End of preview. Expand in Data Studio
Clinical Concept to ICD-10 Mapper (SNOMED-style)
Part of the AxisMapper Medical AI Suite — 16 domain-specific SFT datasets for fine-tuning medical LLMs.
Built by AmareshHebbar | Studio Ilios / Humanova Minds
What this dataset does
Clinical concept descriptions → standard code + fully specified name
Why download this
Train terminology mapping models, build clinical concept normalization pipelines, or create concept-to-code lookup systems. Framed as SNOMED-style mapping using authoritative ICD-10-CM descriptions.
Dataset stats
| Split | Rows |
|---|---|
| Train | 59,775 |
| Validation | 7,472 |
| Test | 7,472 |
| Total | 74,719 |
Data format
Every row is a messages list in chat format — compatible with Unsloth, TRL SFTTrainer, LLaMA-Factory, and any OpenAI-style fine-tuning pipeline:
{
"messages": [
{"role": "system", "content": "You are a ..."},
{"role": "user", "content": "Clinical concept: Typhoid meningitis"},
{"role": "assistant", "content": "ICD-10-CM Code: A01.01
Concept: Typhoid meningitis
Code system: ICD-10-CM (CMS FY2026)"}
]
}
Data source
CMS FY2026 ICD-10-CM (74k concepts reframed as terminology mapping) → https://www.cms.gov/medicare/coding-billing/icd-10-codes
All data is extracted from authoritative public sources. No LLM-generated or synthetic content.
Who should use this
Clinical NLP researchers, health informatics engineers, EHR interoperability teams, FHIR developers.
Quick start
from datasets import load_dataset
ds = load_dataset("AmareshHebbar/snomed-mapper-sft")
print(ds["train"][0])
Fine-tuning example (Unsloth)
from unsloth import FastLanguageModel
from trl import SFTTrainer
from datasets import load_dataset
model, tokenizer = FastLanguageModel.from_pretrained(
model_name="unsloth/Qwen2.5-3B-Instruct",
max_seq_length=2048,
load_in_4bit=True,
)
dataset = load_dataset("AmareshHebbar/snomed-mapper-sft", split="train")
trainer = SFTTrainer(
model=model,
tokenizer=tokenizer,
train_dataset=dataset,
dataset_text_field="messages",
max_seq_length=2048,
)
trainer.train()
Related datasets in this collection
| Dataset | Task | Rows |
|---|---|---|
| icd10-coder-sft | ICD-10-CM coding | 74.7k |
| symptom-diagnoser-sft | Symptom → diagnosis | 119k |
| clinical-summarizer-sft | SOAP summarization | 30k |
| discharge-qa-sft | Discharge summary QA | 30k |
| pmjay-classifier-sft | PM-JAY packages | 11.1k |
| radiology-coder-sft | Radiology coding | 25k |
| medical-ner-sft | Clinical NER | 16.7k |
| hindi-medical-sft | Hindi medical QA | 19.7k |
Citation
@misc{axiomapper2026,
author = {Hebbar, Amaresh},
title = {AxisMapper: Medical AI Fine-tuning Dataset Suite},
year = {2026},
publisher = {HuggingFace},
url = {https://huggingface.co/collections/AmareshHebbar/axiomapper-medical-ai-suite}
}
AxisMapper is an open-source project. Star the repo, open issues, and contribute at GitHub.
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