docdesc stringlengths 2 165 | dxcode stringlengths 3 8 | shortdesc stringlengths 5 155 | longdesc stringlengths 5 184 |
|---|---|---|---|
diabetic with diabetic | E11.9 | Type 2 diabetes mellitus without complications | Type 2 diabetes mellitus without complications |
diabetic with neuropathy | E11.40 | Type 2 diabetes mellitus with diabetic neuropathy, unsp | Type 2 diabetes mellitus with diabetic neuropathy, unspecified |
diabetic with ulceration | E11.9 | Type 2 diabetes mellitus without complications | Type 2 diabetes mellitus without complications |
diabetic, so will cover for Pseudomonas | E11.9 | Type 2 diabetes mellitus without complications | Type 2 diabetes mellitus without complications |
diabetic, thyroid | E11.9 | Type 2 diabetes mellitus without complications | Type 2 diabetes mellitus without complications |
diagonal thrombotic | I82.90 | Acute embolism and thrombosis of unspecified vein | Acute embolism and thrombosis of unspecified vein |
dialysis for ESRD | Z99.2 | Dependence on renal dialysis | Dependence on renal dialysis |
dialysis for her hyperkalemia | E87.5 | Hyperkalemia | Hyperkalemia |
dialysis for worsening renal failure | N19 | Unspecified kidney failure | Unspecified kidney failure |
dialysis patient will do a CT of the head | Z99.2 | Dependence on renal dialysis | Dependence on renal dialysis |
dialysis presents for AMS | R41.82 | Altered mental status, unspecified | Altered mental status, unspecified |
dialysis secondary to the nausea, vomiting | R11.0 | Nausea | Nausea |
diaphoresis after drug | R61 | Generalized hyperhidrosis | Generalized hyperhidrosis |
diaphoresis then diarrhea | R61 | Generalized hyperhidrosis | Generalized hyperhidrosis |
diaphragmatic hernia into the mediastinum | K44.9 | Diaphragmatic hernia without obstruction or gangrene | Diaphragmatic hernia without obstruction or gangrene |
diarrhea - acute on chronic | R19.7 | Diarrhea, unspecified | Diarrhea, unspecified |
diarrhea and was empircally started on oral | R19.7 | Diarrhea, unspecified | Diarrhea, unspecified |
diarrhea at admission, then diarrhea | R19.7 | Diarrhea, unspecified | Diarrhea, unspecified |
diarrhea could also be related to atrophy of pancreas | R19.7 | Diarrhea, unspecified | Diarrhea, unspecified |
Diarrhea is controlled | R19.7 | Diarrhea, unspecified | Diarrhea, unspecified |
diarrhea reported.He mentioned having covid infection | U07.1 | COVID-19 | COVID-19 |
diarrhea started 3 days back | R19.7 | Diarrhea, unspecified | Diarrhea, unspecified |
diarrhea, dementia] | R19.7 | Diarrhea, unspecified | Diarrhea, unspecified |
diarrhea, bile | R19.7 | Diarrhea, unspecified | Diarrhea, unspecified |
diarrhea, continue symptomatic treatment. | R19.7 | Diarrhea, unspecified | Diarrhea, unspecified |
diarrhea, enteritis | R19.7 | Diarrhea, unspecified | Diarrhea, unspecified |
Diarrhea, likely due to gastrointestinal bleed | R19.7 | Diarrhea, unspecified | Diarrhea, unspecified |
Diarrhea,resolved likely from influenza | R19.7 | Diarrhea, unspecified | Diarrhea, unspecified |
DICLOXACILLIN | Z88.1 | Allergy status to other antibiotic agents | Allergy status to other antibiotic agents |
dietary counselling | Z71.3 | Dietary counseling and surveillance | Dietary counseling and surveillance |
Diffuse sclerosis of the osseous | G37.0 | Diffuse sclerosis of central nervous system | Diffuse sclerosis of central nervous system |
diffuse sclerosis of the osseous | G37.0 | Diffuse sclerosis of central nervous system | Diffuse sclerosis of central nervous system |
digit laceration | S38.3XXA | Transection (partial) of abdomen, initial encounter | Transection (partial) of abdomen, initial encounter |
digoxin | T46.0X1A | Poisoning by cardi-stim glycos/drug simlar act, acc, init | Poisoning by cardiac-stimulant glycosides and drugs of similar action, accidental (unintentional), initial encounter |
DILANTIN | Z88.8 | Allergy status to other drugs, medicaments and biological substances | Allergy status to other drugs, medicaments and biological substances |
dilantin toxicity, on seizure | T42.0X5A | Adverse effect of hydantoin derivatives, initial encounter | Adverse effect of hydantoin derivatives, initial encounter |
dilated cardiomyopathy end-stage renal disease | I42.0 | Dilated cardiomyopathy | Dilated cardiomyopathy |
Dilated cardiomyopathy, possibly due to tachycardia | I42.0 | Dilated cardiomyopathy | Dilated cardiomyopathy |
dilated cardiomyopathy, type 2 | I42.0 | Dilated cardiomyopathy | Dilated cardiomyopathy |
dilated common bile duct, thickened gallbladder | K83.8 | Other specified diseases of biliary tract | Other specified diseases of biliary tract |
dilaudid | T40.2X5A | Adverse effect of other opioids, initial encounter | Adverse effect of other opioids, initial encounter |
DILAUDID | Z88.6 | Allergy status to analgesic agent | Allergy status to analgesic agent |
Disc herniation at L3-L4 | M50.80 | Other cervical disc disorders, unspecified cervical region | Other cervical disc disorders, unspecified cervical region |
disc protrusion posteriorly at L4-5 | M51.26 | Other intervertebral disc displacement, lumbar region | Other intervertebral disc displacement, lumbar region |
disc protrusion spinal | M50.80 | Other cervical disc disorders, unspecified cervical region | Other cervical disc disorders, unspecified cervical region |
discharged AGAINST MEDICAL ADVICE | Z53.21 | Proc/trtmt not crd out d/t pt lv bef seen by hlth care prov | Procedure and treatment not carried out due to patient leaving prior to being seen by health care provider |
discitis osteomyelitis | M46.40 | Discitis, unspecified, site unspecified | Discitis, unspecified, site unspecified |
discussed smoking cessation | Z71.6 | Tobacco abuse counseling | Tobacco abuse counseling |
disk disease and spinal | M51.36 | Other intervertebral disc degeneration, lumbar region | Other intervertebral disc degeneration, lumbar region |
disk disease at C5-C6 | M50.322 | Other cervical disc degeneration at C5-C6 level | Other cervical disc degeneration at C5-C6 level |
disk disease in his neck | M51.36 | Other intervertebral disc degeneration, lumbar region | Other intervertebral disc degeneration, lumbar region |
disk herniation with failure | M50.80 | Other cervical disc disorders, unspecified cervical region | Other cervical disc disorders, unspecified cervical region |
disk protrusion involving compressing the L5 nerve root | M50.80 | Other cervical disc disorders, unspecified cervical region | Other cervical disc disorders, unspecified cervical region |
dislocation of the left knee | S83.005A | Unspecified dislocation of left patella, initial encounter | Unspecified dislocation of left patella, initial encounter |
dislocation | S03.2XXA | Dislocation of tooth, initial encounter | Dislocation of tooth, initial encounter |
dislocation | S13.20XA | Dislocation of unspecified parts of neck, initial encounter | Dislocation of unspecified parts of neck, initial encounter |
dislocation | S43.006A | Unsp dislocation of unspecified shoulder joint, init encntr | Unspecified dislocation of unspecified shoulder joint, initial encounter |
dislocation | S43.109A | Unsp dislocation of unsp acromioclavicular joint, init | Unspecified dislocation of unspecified acromioclavicular joint, initial encounter |
dislocation | S63.106A | Unspecified dislocation of unspecified thumb, init encntr | Unspecified dislocation of unspecified thumb, initial encounter |
dislocation | S93.123A | Dislocation of MTP joint of unsp great toe, init | Dislocation of metatarsophalangeal joint of unspecified great toe, initial encounter |
dislocation in the lumbar spine | S33.30XA | Dislocation of unsp parts of lumbar spine and pelvis, init | Dislocation of unspecified parts of lumbar spine and pelvis, initial encounter |
dislocation of feet | S93.306A | Unspecified dislocation of unspecified foot, init encntr | Unspecified dislocation of unspecified foot, initial encounter |
dislocation of the knee | S83.006A | Unspecified dislocation of unspecified patella, init encntr | Unspecified dislocation of unspecified patella, initial encounter |
dislocation of the left wrist | S63.005A | Unspecified dislocation of left wrist and hand, init encntr | Unspecified dislocation of left wrist and hand, initial encounter |
dislocation on imaging of finger | S63.259A | Unspecified dislocation of unspecified finger, init encntr | Unspecified dislocation of unspecified finger, initial encounter |
dislocation requiring left knee | S83.005A | Unspecified dislocation of left patella, initial encounter | Unspecified dislocation of left patella, initial encounter |
Disorder of bladder | N32.9 | Bladder disorder, unspecified | Bladder disorder, unspecified |
Disorder of bone [in pelvic | M89.9 | Disorder of bone, unspecified | Disorder of bone, unspecified |
disorder, anxiety | F41.9 | Anxiety disorder, unspecified | Anxiety disorder, unspecified |
dissection Coronary artery | I25.42 | Coronary artery dissection | Coronary artery dissection |
disseminated shingles | B02.9 | Zoster without complications | Zoster without complications |
distal arterial occlusion | I74.9 | Embolism and thrombosis of unspecified artery | Embolism and thrombosis of unspecified artery |
Distal constipation | K59.00 | Constipation, unspecified | Constipation, unspecified |
distal DVT | I82.409 | Acute embolism and thombos unsp deep vn unsp lower extremity | Acute embolism and thrombosis of unspecified deep veins of unspecified lower extremity |
distal obstructive uropathy | N13.9 | Obstructive and reflux uropathy, unspecified | Obstructive and reflux uropathy, unspecified |
diverticula | K57.90 | Dvrtclos of intest, part unsp, w/o perf or abscess w/o bleed | Diverticulosis of intestine, part unspecified, without perforation or abscess without bleeding |
Diverticula in the colon | K57.90 | Dvrtclos of intest, part unsp, w/o perf or abscess w/o bleed | Diverticulosis of intestine, part unspecified, without perforation or abscess without bleeding |
diverticula of the colon | K57.90 | Dvrtclos of intest, part unsp, w/o perf or abscess w/o bleed | Diverticulosis of intestine, part unspecified, without perforation or abscess without bleeding |
Diverticulitis abscess | Z87.19 | Personal history of other diseases of the digestive system | Personal history of other diseases of the digestive system |
diverticulitis as these are more progressive | K57.92 | Dvtrcli of intest, part unsp, w/o perf or abscess w/o bleed | Diverticulitis of intestine, part unspecified, without perforation or abscess without bleeding |
diverticulitis at the level of the distal descending colon | K57.92 | Dvtrcli of intest, part unsp, w/o perf or abscess w/o bleed | Diverticulitis of intestine, part unspecified, without perforation or abscess without bleeding |
diverticulitis mild | K57.92 | Dvtrcli of intest, part unsp, w/o perf or abscess w/o bleed | Diverticulitis of intestine, part unspecified, without perforation or abscess without bleeding |
Diverticulitis of the large intestine | K57.32 | Dvtrcli of lg int w/o perforation or abscess w/o bleeding | Diverticulitis of large intestine without perforation or abscess without bleeding |
diverticulitis w/o abscess | K57.92 | Dvtrcli of intest, part unsp, w/o perf or abscess w/o bleed | Diverticulitis of intestine, part unspecified, without perforation or abscess without bleeding |
diverticulitis with contained perforation | K57.92 | Dvtrcli of intest, part unsp, w/o perf or abscess w/o bleed | Diverticulitis of intestine, part unspecified, without perforation or abscess without bleeding |
diverticulitis worsening with perforation | K57.92 | Dvtrcli of intest, part unsp, w/o perf or abscess w/o bleed | Diverticulitis of intestine, part unspecified, without perforation or abscess without bleeding |
diverticulitis, colitis | K57.92 | Dvtrcli of intest, part unsp, w/o perf or abscess w/o bleed | Diverticulitis of intestine, part unspecified, without perforation or abscess without bleeding |
diverticulitis, food | K57.92 | Dvtrcli of intest, part unsp, w/o perf or abscess w/o bleed | Diverticulitis of intestine, part unspecified, without perforation or abscess without bleeding |
diverticulitis, pneumonia | K57.92 | Dvtrcli of intest, part unsp, w/o perf or abscess w/o bleed | Diverticulitis of intestine, part unspecified, without perforation or abscess without bleeding |
Diverticulitis, reflux | Z87.19 | Personal history of other diseases of the digestive system | Personal history of other diseases of the digestive system |
Diverticulosis of distal colon | K57.30 | Dvrtclos of lg int w/o perforation or abscess w/o bleeding | Diverticulosis of large intestine without perforation or abscess without bleeding |
diverticulosis of the colon | K57.90 | Dvrtclos of intest, part unsp, w/o perf or abscess w/o bleed | Diverticulosis of intestine, part unspecified, without perforation or abscess without bleeding |
Diverticulosis w/o diverticulitis | K57.90 | Dvrtclos of intest, part unsp, w/o perf or abscess w/o bleed | Diverticulosis of intestine, part unspecified, without perforation or abscess without bleeding |
Dizziness is much less severe | R42 | Dizziness and giddiness | Dizziness and giddiness |
Dizziness likely from anesthesia | R42 | Dizziness and giddiness | Dizziness and giddiness |
Dizziness - stable | R42 | Dizziness and giddiness | Dizziness and giddiness |
Dizziness -abdominal | R42 | Dizziness and giddiness | Dizziness and giddiness |
dizziness and sinus | R42 | Dizziness and giddiness | Dizziness and giddiness |
dizziness are controlled | R42 | Dizziness and giddiness | Dizziness and giddiness |
dizziness blurred | R42 | Dizziness and giddiness | Dizziness and giddiness |
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.