docdesc stringlengths 2 165 | dxcode stringlengths 3 8 | shortdesc stringlengths 5 155 | longdesc stringlengths 5 184 |
|---|---|---|---|
septic arthritis of L4-5 | M00.9 | Pyogenic arthritis, unspecified | Pyogenic arthritis, unspecified |
Septic COVID pneumonia | J12.89 | Other viral pneumonia | Other viral pneumonia |
Septic COVID pneumonia | U07.1 | COVID-19 | COVID-19 |
septic encephalopathy | G93.41 | Metabolic encephalopathy | Metabolic encephalopathy |
Septic encephalopathy, combination of the sepsis | G93.41 | Metabolic encephalopathy | Metabolic encephalopathy |
Septic shock -due to abcess plus pan colitis | A41.9 | Sepsis, unspecified organism | Sepsis, unspecified organism |
Septic shock Bilateral pneumonia | A41.9 | Sepsis, unspecified organism | Sepsis, unspecified organism |
septic shock complications | R65.21 | Severe sepsis with septic shock | Severe sepsis with septic shock |
Septic shock due to Gram negative | A41.9 | Sepsis, unspecified organism | Sepsis, unspecified organism |
Septic Shock due to ESBL E.coli | A41.9 | Sepsis, unspecified organism | Sepsis, unspecified organism |
septic shock from acute | A41.9 | Sepsis, unspecified organism | Sepsis, unspecified organism |
septic shock from the multifocal pneumonia | A41.9 | Sepsis, unspecified organism | Sepsis, unspecified organism |
Septic shock MSSA | R65.21 | Severe sepsis with septic shock | Severe sepsis with septic shock |
Septic shock pneumonia | A41.9 | Sepsis, unspecified organism | Sepsis, unspecified organism |
Septic shock related to perforated | A41.9 | Sepsis, unspecified organism | Sepsis, unspecified organism |
Septic shock secondary to Klebsiella pneumoniae | A41.9 | Sepsis, unspecified organism | Sepsis, unspecified organism |
septic shock w renal failure | N19 | Unspecified kidney failure | Unspecified kidney failure |
septic shock was urinary tract infection | R65.21 | Severe sepsis with septic shock | Severe sepsis with septic shock |
Septic shock with presumable source being infected | R65.21 | Severe sepsis with septic shock | Severe sepsis with septic shock |
Septic shock, confirmed secondary to the pneumonia | A41.9 | Sepsis, unspecified organism | Sepsis, unspecified organism |
Septic shock, likely due to pneumonia | R65.21 | Severe sepsis with septic shock | Severe sepsis with septic shock |
septic shock, may related to complicated | A41.9 | Sepsis, unspecified organism | Sepsis, unspecified organism |
septic shock, poor renal | A41.9 | Sepsis, unspecified organism | Sepsis, unspecified organism |
Septic shock, probably due to the urinary tract infection | A41.9 | Sepsis, unspecified organism | Sepsis, unspecified organism |
septic shock, very unstable | R65.21 | Severe sepsis with septic shock | Severe sepsis with septic shock |
Septic shock: Likely due to gram negative | A41.9 | Sepsis, unspecified organism | Sepsis, unspecified organism |
serous effusion | G93.6 | Cerebral edema | Cerebral edema |
Serous otitis | H66.90 | Otitis media, unspecified, unspecified ear | Otitis media, unspecified, unspecified ear |
Serratia sepsis | A41.53 | Sepsis due to Serratia | Sepsis due to Serratia |
severe COPD | J44.9 | Chronic obstructive pulmonary disease, unspecified | Chronic obstructive pulmonary disease, unspecified |
severe knee osteoarthritis | M17.9 | Osteoarthritis of knee, unspecified | Osteoarthritis of knee, unspecified |
severe (only mild) dehydration | E86.0 | Dehydration | Dehydration |
severe abdominal distension | R14.0 | Abdominal distension (gaseous) | Abdominal distension (gaseous) |
Severe acute anemia | D64.9 | Anemia, unspecified | Anemia, unspecified |
Severe acute compression fracture of T12 | M48.54XA | Collapsed vertebra, NEC, thoracic region, init | Collapsed vertebra, not elsewhere classified, thoracic region, initial encounter for fracture |
Severe adhesive capsulitis, right shoulder | M75.01 | Adhesive capsulitis of right shoulder | Adhesive capsulitis of right shoulder |
severe allergic reaction | T78.40XA | Allergy, unspecified, initial encounter | Allergy, unspecified, initial encounter |
severe alzheimers | G30.9 | Alzheimer's disease, unspecified | Alzheimer's disease, unspecified |
Severe anemia , getting transfusion | D64.9 | Anemia, unspecified | Anemia, unspecified |
severe anemia dysphagia | D64.9 | Anemia, unspecified | Anemia, unspecified |
severe anemia ESRD | D64.9 | Anemia, unspecified | Anemia, unspecified |
severe anemia secondary to acute blood loss | D62 | Acute posthemorrhagic anemia | Acute posthemorrhagic anemia |
Severe anemia secondary to blood loss | D64.9 | Anemia, unspecified | Anemia, unspecified |
Severe anemia secondary to the GI bleed | K92.2 | Gastrointestinal hemorrhage, unspecified | Gastrointestinal hemorrhage, unspecified |
Severe anemia with GI bleed | K92.2 | Gastrointestinal hemorrhage, unspecified | Gastrointestinal hemorrhage, unspecified |
Severe anemia, iron deficiency. | D64.9 | Anemia, unspecified | Anemia, unspecified |
Severe anemia, likely secondary to chronic blood loss | D64.9 | Anemia, unspecified | Anemia, unspecified |
severe atelectasis | J98.11 | Atelectasis | Atelectasis |
severe ATN | N17.0 | Acute kidney failure with tubular necrosis | Acute kidney failure with tubular necrosis |
Severe biceps tendinitis, left shoulder | M75.22 | Bicipital tendinitis, left shoulder | Bicipital tendinitis, left shoulder |
severe bilateral carotid artery stenosis | I65.23 | Occlusion and stenosis of bilateral carotid arteries | Occlusion and stenosis of bilateral carotid arteries |
severe bilateral leg diabetic | E11.9 | Type 2 diabetes mellitus without complications | Type 2 diabetes mellitus without complications |
severe bilateral lower extremity cellulitis | L03.90 | Cellulitis, unspecified | Cellulitis, unspecified |
severe bilateral thigh pain | M79.651 | Pain in right thigh | Pain in right thigh |
severe bilateral thigh pain | M79.652 | Pain in left thigh | Pain in left thigh |
Severe bouts of dizziness | R42 | Dizziness and giddiness | Dizziness and giddiness |
severe bradycardia | R00.1 | Bradycardia, unspecified | Bradycardia, unspecified |
Severe bursitis, subacromial space | M71.9 | Bursopathy, unspecified | Bursopathy, unspecified |
severe caloric malnutrition | E43 | Unspecified severe protein-calorie malnutrition | Unspecified severe protein-calorie malnutrition |
severe calorie-protein malnutrition | E46 | Unspecified protein-calorie malnutrition | Unspecified protein-calorie malnutrition |
severe cellulitis extending up to the thigh | L03.90 | Cellulitis, unspecified | Cellulitis, unspecified |
Severe chest wall pain - musculoskeletal | R07.89 | Other chest pain | Other chest pain |
severe chronic obstructive pulmonary disease, diastolic | J44.9 | Chronic obstructive pulmonary disease, unspecified | Chronic obstructive pulmonary disease, unspecified |
severe contractures in extremities | M24.50 | Contracture, unspecified joint | Contracture, unspecified joint |
severe COPD as well as small cell lung | J44.9 | Chronic obstructive pulmonary disease, unspecified | Chronic obstructive pulmonary disease, unspecified |
severe cord compression | G95.20 | Unspecified cord compression | Unspecified cord compression |
severe coronary atherosclerosis | I25.10 | Athscl heart disease of native coronary artery w/o ang pctrs | Atherosclerotic heart disease of native coronary artery without angina pectoris |
severe Covid infection | U07.1 | COVID-19 | COVID-19 |
severe degenerative arthritis | M19.90 | Unspecified osteoarthritis, unspecified site | Unspecified osteoarthritis, unspecified site |
Severe degenerative disk disease, lumbosacral spine | M51.36 | Other intervertebral disc degeneration, lumbar region | Other intervertebral disc degeneration, lumbar region |
severe dental infection | K04.4 | Acute apical periodontitis of pulpal origin | Acute apical periodontitis of pulpal origin |
severe diverticulosis in the sigmoid 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 |
severe gas pain | R14.1 | Gas pain | Gas pain |
Severe Gastritis | K29.70 | Gastritis, unspecified, without bleeding | Gastritis, unspecified, without bleeding |
Severe gastroesophageal reflux | K21.9 | Gastro-esophageal reflux disease without esophagitis | Gastro-esophageal reflux disease without esophagitis |
severe generalized body aches | R52 | Pain, unspecified | Pain, unspecified |
severe GERD | K21.9 | Gastro-esophageal reflux disease without esophagitis | Gastro-esophageal reflux disease without esophagitis |
severe hypoglycemic | Z86.39 | Personal history of endo, nutritional and metabolic disease | Personal history of other endocrine, nutritional and metabolic disease |
severe hypothyroidism severe | E03.9 | Hypothyroidism, unspecified | Hypothyroidism, unspecified |
Severe ILD | J84.9 | Interstitial pulmonary disease, unspecified | Interstitial pulmonary disease, unspecified |
Severe inoperable mitral stenosis | I34.2 | Nonrheumatic mitral (valve) stenosis | Nonrheumatic mitral (valve) stenosis |
severe interstitial lung disease | J84.9 | Interstitial pulmonary disease, unspecified | Interstitial pulmonary disease, unspecified |
Severe iron def anemia | D50.9 | Iron deficiency anemia, unspecified | Iron deficiency anemia, unspecified |
Severe iron deficiency anemia, likely secondary to chronic kidney disease | D50.9 | Iron deficiency anemia, unspecified | Iron deficiency anemia, unspecified |
SEvere Iron deficiency Anemia: Chronic | D50.9 | Iron deficiency anemia, unspecified | Iron deficiency anemia, unspecified |
Severe lactic acidosis | E87.2 | Acidosis | Acidosis |
severe left foot pain | M79.672 | Pain in left foot | Pain in left foot |
severe left hip degenerative joint disease | M16.9 | Osteoarthritis of hip, unspecified | Osteoarthritis of hip, unspecified |
Severe left hydronephrosis | N13.30 | Unspecified hydronephrosis | Unspecified hydronephrosis |
Severe left lower quadrant abdominal pain | R10.32 | Left lower quadrant pain | Left lower quadrant pain |
Severe lt neck pain | M54.2 | Cervicalgia | Cervicalgia |
severe lumbar stenosis | M48.061 | Spinal stenosis, lumbar region without neurogenic claud | Spinal stenosis, lumbar region without neurogenic claudication |
severe LV dysfunction | I51.81 | Takotsubo syndrome | Takotsubo syndrome |
severe metabolic acidosis from diabetic ketoacidosis, lactic acidosis | E11.10 | Type 2 diabetes mellitus with ketoacidosis without coma | Type 2 diabetes mellitus with ketoacidosis without coma |
Severe metabolic encephalopathy | G93.41 | Metabolic encephalopathy | Metabolic encephalopathy |
Severe migraine headache | G43.909 | Migraine, unsp, not intractable, without status migrainosus | Migraine, unspecified, not intractable, without status migrainosus |
severe mitral regurgitation | I34.0 | Nonrheumatic mitral (valve) insufficiency | Nonrheumatic mitral (valve) insufficiency |
severe mitral valve regurgitation | I34.0 | Nonrheumatic mitral (valve) insufficiency | Nonrheumatic mitral (valve) insufficiency |
severe nausea and vomiting, unable to keep the oral | R11.2 | Nausea with vomiting, unspecified | Nausea with vomiting, unspecified |
severe neutropenia | D70.9 | Neutropenia, unspecified | Neutropenia, unspecified |
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.