docdesc stringlengths 2 165 | dxcode stringlengths 3 8 | shortdesc stringlengths 5 155 | longdesc stringlengths 5 184 |
|---|---|---|---|
Trigeminal Neuralgia | G50.0 | Trigeminal neuralgia | Trigeminal neuralgia |
trigeminal neuropathy | G62.9 | Polyneuropathy, unspecified | Polyneuropathy, unspecified |
trigger finger of the right thumb and right ring finger | M65.341 | Trigger finger, right ring finger | Trigger finger, right ring finger |
Trigger finger, long finger | M65.30 | Trigger finger, unspecified finger | Trigger finger, unspecified finger |
Trimalleolar fracture of left ankle | S82.852A | Displaced trimalleolar fracture of left lower leg, init | Displaced trimalleolar fracture of left lower leg, initial encounter for closed fracture |
TROMETHAMINE | Z88.4 | Allergy status to anesthetic agent | Allergy status to anesthetic agent |
true allergic reaction | T78.40XA | Allergy, unspecified, initial encounter | Allergy, unspecified, initial encounter |
true sepsis | A41.9 | Sepsis, unspecified organism | Sepsis, unspecified organism |
tubal ligation | Z98.51 | Tubal ligation status | Tubal ligation status |
tubular structure along posterior | N25.0 | Renal osteodystrophy | Renal osteodystrophy |
twitching to his right eye | R25.3 | Fasciculation | Fasciculation |
tympanic membrane perforation | H72.90 | Unsp perforation of tympanic membrane, unspecified ear | Unspecified perforation of tympanic membrane, unspecified ear |
type 1 AV block | I44.30 | Unspecified atrioventricular block | Unspecified atrioventricular block |
Type 1 diabetes mellitus | E10.9 | Type 1 diabetes mellitus without complications | Type 1 diabetes mellitus without complications |
type 1 insulin-dependent diabetes | E11.9 | Type 2 diabetes mellitus without complications | Type 2 diabetes mellitus without complications |
Type 2 diabetes mellitus | E11.9 | Type 2 diabetes mellitus without complications | Type 2 diabetes mellitus without complications |
Type 2 diabetes mellitus, carotid artery | E11.9 | Type 2 diabetes mellitus without complications | Type 2 diabetes mellitus without complications |
type 2 diabetes uncontrolled | E11.65 | Type 2 diabetes mellitus with hyperglycemia | Type 2 diabetes mellitus with hyperglycemia |
Type 2 diabetes, hold oral | E11.9 | Type 2 diabetes mellitus without complications | Type 2 diabetes mellitus without complications |
Type 2 DM on insulin with hyperglycemia | E11.9 | Type 2 diabetes mellitus without complications | Type 2 diabetes mellitus without complications |
Type 2 uncontrolled DM | E11.65 | Type 2 diabetes mellitus with hyperglycemia | Type 2 diabetes mellitus with hyperglycemia |
type I fracture, left fibula | S82.402A | Unsp fracture of shaft of left fibula, init for clos fx | Unspecified fracture of shaft of left fibula, initial encounter for closed fracture |
Type II diabetes | E11.9 | Type 2 diabetes mellitus without complications | Type 2 diabetes mellitus without complications |
Type II NSTEMI | I21.4 | Non-ST elevation (NSTEMI) myocardial infarction | Non-ST elevation (NSTEMI) myocardial infarction |
UGIB | K92.2 | Gastrointestinal hemorrhage, unspecified | Gastrointestinal hemorrhage, unspecified |
UGIB, due to duodenal ulcer | K92.2 | Gastrointestinal hemorrhage, unspecified | Gastrointestinal hemorrhage, unspecified |
ulcer and dorsum of foot | L97.509 | Non-pressure chronic ulcer oth prt unsp foot w unsp severity | Non-pressure chronic ulcer of other part of unspecified foot with unspecified severity |
ulcer disease related GI bleeding | K92.2 | Gastrointestinal hemorrhage, unspecified | Gastrointestinal hemorrhage, unspecified |
ulcer left foot | L97.329 | Non-pressure chronic ulcer of left ankle with unsp severity | Non-pressure chronic ulcer of left ankle with unspecified severity |
ulcer, left foot | L97.329 | Non-pressure chronic ulcer of left ankle with unsp severity | Non-pressure chronic ulcer of left ankle with unspecified severity |
ulcer, stage II | L89.92 | Pressure ulcer of unspecified site, stage 2 | Pressure ulcer of unspecified site, stage 2 |
ulceration noted planter 2nd mpj right foot | L97.509 | Non-pressure chronic ulcer oth prt unsp foot w unsp severity | Non-pressure chronic ulcer of other part of unspecified foot with unspecified severity |
ulceration to skin | L98.499 | Non-pressure chronic ulcer of skin of sites w unsp severity | Non-pressure chronic ulcer of skin of other sites with unspecified severity |
ulceration, left foot | L97.329 | Non-pressure chronic ulcer of left ankle with unsp severity | Non-pressure chronic ulcer of left ankle with unspecified severity |
ulcerative colitis w/C diff | K51.90 | Ulcerative colitis, unspecified, without complications | Ulcerative colitis, unspecified, without complications |
Ulcerative pancolitis | K51.00 | Ulcerative (chronic) pancolitis without complications | Ulcerative (chronic) pancolitis without complications |
ulcers appear to be predominantly of arterial | I77.2 | Rupture of artery | Rupture of artery |
ulcers at the back | L98.429 | Non-pressure chronic ulcer of back with unspecified severity | Non-pressure chronic ulcer of back with unspecified severity |
ulcers on the left foot | L97.529 | Non-pressure chronic ulcer oth prt left foot w unsp severity | Non-pressure chronic ulcer of other part of left foot with unspecified severity |
ulnar nerve compression at right elbow | G56.21 | Lesion of ulnar nerve, right upper limb | Lesion of ulnar nerve, right upper limb |
ulnar neuropathy | G56.20 | Lesion of ulnar nerve, unspecified upper limb | Lesion of ulnar nerve, unspecified upper limb |
umbilical hernia and gastric | K42.9 | Umbilical hernia without obstruction or gangrene | Umbilical hernia without obstruction or gangrene |
Uncomplicated UTI | N39.0 | Urinary tract infection, site not specified | Urinary tract infection, site not specified |
uncontrolled blood pressure | I10 | Essential (primary) hypertension | Essential (primary) hypertension |
uncontrolled blood pressure she complained of left-sided shoulder | I10 | Essential (primary) hypertension | Essential (primary) hypertension |
uncontrolled diabetes #4 knee | E11.9 | Type 2 diabetes mellitus without complications | Type 2 diabetes mellitus without complications |
Uncontrolled diabetes mellitus type 1 | E11.65 | Type 2 diabetes mellitus with hyperglycemia | Type 2 diabetes mellitus with hyperglycemia |
Uncontrolled diabetes mellitus, likely type 1 | E11.65 | Type 2 diabetes mellitus with hyperglycemia | Type 2 diabetes mellitus with hyperglycemia |
uncontrolled diabetic | E11.9 | Type 2 diabetes mellitus without complications | Type 2 diabetes mellitus without complications |
uncontrolled fever | R50.9 | Fever, unspecified | Fever, unspecified |
Uncontrolled HTN | I10 | Essential (primary) hypertension | Essential (primary) hypertension |
uncontrolled hypertriglyceridemia | E78.1 | Pure hyperglyceridemia | Pure hyperglyceridemia |
Uncontrolled insulin-dependent diabetes mellitus | Z79.4 | Long term (current) use of insulin | Long term (current) use of insulin |
uncontrolled nausea | R11.0 | Nausea | Nausea |
uncontrolled type 1 insulin-dependent diabetes | Z79.4 | Long term (current) use of insulin | Long term (current) use of insulin |
Uncontrolled type 2 diabetes | E11.9 | Type 2 diabetes mellitus without complications | Type 2 diabetes mellitus without complications |
underdosing on the thyroid | Z91.14 | Patient's other noncompliance with medication regimen | Patient's other noncompliance with medication regimen |
unspecified disorder of eyelid (right eyelid | H02.9 | Unspecified disorder of eyelid | Unspecified disorder of eyelid |
Unspecified external cause status | Y99.9 | Unspecified external cause status | Unspecified external cause status |
Unspecified sprain of left wrist | S63.502A | Unspecified sprain of left wrist, initial encounter | Unspecified sprain of left wrist, initial encounter |
Unstable angina Hypertensive heart disease | I20.0 | Unstable angina | Unstable angina |
Unstable angina- -Elevated troponins | R79.89 | Other specified abnormal findings of blood chemistry | Other specified abnormal findings of blood chemistry |
unstable ventricle tachycardia | I47.2 | Ventricular tachycardia | Ventricular tachycardia |
unstageable pressure ulcer changes of right hip | L89.210 | Pressure ulcer of right hip, unstageable | Pressure ulcer of right hip, unstageable |
upper abdominal pain associated with nausea | R10.10 | Upper abdominal pain, unspecified | Upper abdominal pain, unspecified |
upper and lower extremity muscle weakness | M62.81 | Muscle weakness (generalized) | Muscle weakness (generalized) |
upper and lower extremity weakness with associated unsteady gait | R26.81 | Unsteadiness on feet | Unsteadiness on feet |
upper back itching | L29.9 | Pruritus, unspecified | Pruritus, unspecified |
Upper Back Neck Pain | M54.2 | Cervicalgia | Cervicalgia |
upper chest herpes zoster | B02.9 | Zoster without complications | Zoster without complications |
upper endoscopy was performed which demonstrated a gastric ulcer | K25.9 | Gastric ulcer, unsp as acute or chronic, w/o hemor or perf | Gastric ulcer, unspecified as acute or chronic, without hemorrhage or perforation |
Upper gastrointestinal bleeding | K92.2 | Gastrointestinal hemorrhage, unspecified | Gastrointestinal hemorrhage, unspecified |
upper GI bleed,gastritis | K92.2 | Gastrointestinal hemorrhage, unspecified | Gastrointestinal hemorrhage, unspecified |
upper GI bleeding from OGT suction trauma | K92.2 | Gastrointestinal hemorrhage, unspecified | Gastrointestinal hemorrhage, unspecified |
upper GI bleeding includes portal | K92.2 | Gastrointestinal hemorrhage, unspecified | Gastrointestinal hemorrhage, unspecified |
upper GI pain | F45.42 | Pain disorder with related psychological factors | Pain disorder with related psychological factors |
upper GIB | K92.2 | Gastrointestinal hemorrhage, unspecified | Gastrointestinal hemorrhage, unspecified |
Upper Lip Abrasion | S00.511A | Abrasion of lip, initial encounter | Abrasion of lip, initial encounter |
upper lobe PNA | J18.9 | Pneumonia, unspecified organism | Pneumonia, unspecified organism |
Upper respiratory Infection | J06.9 | Acute upper respiratory infection, unspecified | Acute upper respiratory infection, unspecified |
upper respiratory infection bronchitis | J06.9 | Acute upper respiratory infection, unspecified | Acute upper respiratory infection, unspecified |
upper thigh cellulitis | L03.119 | Cellulitis of unspecified part of limb | Cellulitis of unspecified part of limb |
Uremia corrected with dialysis | N19 | Unspecified kidney failure | Unspecified kidney failure |
ureteral stent | Z98.890 | Other specified postprocedural states | Other specified postprocedural states |
ureteral stone obstructing | N20.1 | Calculus of ureter | Calculus of ureter |
ureteral stone with assoc pyelonephritis | N11.1 | Chronic obstructive pyelonephritis | Chronic obstructive pyelonephritis |
urethral diverticulum lying posterior | N36.1 | Urethral diverticulum | Urethral diverticulum |
urethral fistula | N36.0 | Urethral fistula | Urethral fistula |
urethritis will cover for more STD | A64 | Unspecified sexually transmitted disease | Unspecified sexually transmitted disease |
urethritis will cover for STD | A64 | Unspecified sexually transmitted disease | Unspecified sexually transmitted disease |
URI | J06.9 | Acute upper respiratory infection, unspecified | Acute upper respiratory infection, unspecified |
URI sx, endorsed headache. | J06.9 | Acute upper respiratory infection, unspecified | Acute upper respiratory infection, unspecified |
URI symptoms with fever | J06.9 | Acute upper respiratory infection, unspecified | Acute upper respiratory infection, unspecified |
uri symtposm, mild | J06.9 | Acute upper respiratory infection, unspecified | Acute upper respiratory infection, unspecified |
URI, sinusitis | J06.9 | Acute upper respiratory infection, unspecified | Acute upper respiratory infection, unspecified |
urinary retention | R33.9 | Retention of urine, unspecified | Retention of urine, unspecified |
urinary tract infection | N39.0 | Urinary tract infection, site not specified | Urinary tract infection, site not specified |
urinary frequency, burning of a moderate | R35.0 | Frequency of micturition | Frequency of micturition |
urinary frequency, urgency abdominal | R35.0 | Frequency of micturition | Frequency of micturition |
urinary hesitancy | R39.11 | Hesitancy of micturition | Hesitancy of micturition |
Subsets and Splits
Stratified Sample of 3500
Provides a stratified random sample of approximately 3500 rows, ensuring representation from all dxcode classes, which is useful for balanced data analysis and model training.
Random Validation & Test Samples
Randomly selects 750 samples from both validation and test datasets, labeling them accordingly, which provides basic data exploration but limited analytical value.
Random Sampled Dataset Split
Randomly selects a subset of records from train, validation, and test datasets, which provides basic sampling but limited analytical value.