docdesc stringlengths 2 165 | dxcode stringlengths 3 8 | shortdesc stringlengths 5 155 | longdesc stringlengths 5 184 |
|---|---|---|---|
fracture pattern is that of a femoral | S72.90XA | Unsp fracture of unsp femur, init encntr for closed fracture | Unspecified fracture of unspecified femur, initial encounter for closed fracture |
fracture pattern is that of a femoral neck | S72.009A | Fracture of unsp part of neck of unsp femur, init | Fracture of unspecified part of neck of unspecified femur, initial encounter for closed fracture |
fracture transient ischemic attack | G45.9 | Transient cerebral ischemic attack, unspecified | Transient cerebral ischemic attack, unspecified |
fracture vertebral body | S12.9XXA | Fracture of neck, unspecified, initial encounter | Fracture of neck, unspecified, initial encounter |
Fractured foot | S92.909A | Unsp fracture of unsp foot, init encntr for closed fracture | Unspecified fracture of unspecified foot, initial encounter for closed fracture |
fractured pelvis | S32.9XXA | Fracture of unsp parts of lumbosacral spine and pelvis, init | Fracture of unspecified parts of lumbosacral spine and pelvis, initial encounter for closed fracture |
freezing | T69.9XXA | Effect of reduced temperature, unspecified, init encntr | Effect of reduced temperature, unspecified, initial encounter |
frontal scalp laceration | S01.01XA | Laceration without foreign body of scalp, initial encounter | Laceration without foreign body of scalp, initial encounter |
frontal sinusitis | J32.1 | Chronic frontal sinusitis | Chronic frontal sinusitis |
Fungal dermatitis bil axilla and groin | B36.9 | Superficial mycosis, unspecified | Superficial mycosis, unspecified |
Fungemia with sepsis | B49 | Unspecified mycosis | Unspecified mycosis |
G4 | O09.529 | Supervision of elderly multigravida, unspecified trimester | Supervision of elderly multigravida, unspecified trimester |
gad as well as MRI brain | E05.00 | Thyrotoxicosis w diffuse goiter w/o thyrotoxic crisis | Thyrotoxicosis with diffuse goiter without thyrotoxic crisis or storm |
galactocele | N64.89 | Other specified disorders of breast | Other specified disorders of breast |
gall stone | Z87.19 | Personal history of other diseases of the digestive system | Personal history of other diseases of the digestive system |
Gallbladder and bile duct calculi | K80.20 | Calculus of gallbladder w/o cholecystitis w/o obstruction | Calculus of gallbladder without cholecystitis without obstruction |
gallbladder done does show cholelithiasis | K80.20 | Calculus of gallbladder w/o cholecystitis w/o obstruction | Calculus of gallbladder without cholecystitis without obstruction |
gallbladder finding | R93.2 | Abnormal findings on dx imaging of liver and biliary tract | Abnormal findings on diagnostic imaging of liver and biliary tract |
gallbladder sludge | K82.8 | Other specified diseases of gallbladder | Other specified diseases of gallbladder |
Gallbladder wall edematous | R60.9 | Edema, unspecified | Edema, unspecified |
gallbladder wall thickening, likely due to cirrhosis | K82.8 | Other specified diseases of gallbladder | Other specified diseases of gallbladder |
gallbladder was done today showed fatty liver | K76.0 | Fatty (change of) liver, not elsewhere classified | Fatty (change of) liver, not elsewhere classified |
gallstone impacted at the neck | K80.20 | Calculus of gallbladder w/o cholecystitis w/o obstruction | Calculus of gallbladder without cholecystitis without obstruction |
gallstone in gallbladder | K80.20 | Calculus of gallbladder w/o cholecystitis w/o obstruction | Calculus of gallbladder without cholecystitis without obstruction |
gallstone in neck | K80.20 | Calculus of gallbladder w/o cholecystitis w/o obstruction | Calculus of gallbladder without cholecystitis without obstruction |
gallstone of about 4 cm at the neck | K80.20 | Calculus of gallbladder w/o cholecystitis w/o obstruction | Calculus of gallbladder without cholecystitis without obstruction |
gammopathy of undetermined significance | D47.2 | Monoclonal gammopathy | Monoclonal gammopathy |
gangrene of the toes | I96 | Gangrene, not elsewhere classified | Gangrene, not elsewhere classified |
gangrene | I96 | Gangrene, not elsewhere classified | Gangrene, not elsewhere classified |
gangrene to right fourth toe | I96 | Gangrene, not elsewhere classified | Gangrene, not elsewhere classified |
Gangrene is extending up to the mid foot | I96 | Gangrene, not elsewhere classified | Gangrene, not elsewhere classified |
gangrene of the scrotum | N49.3 | Fournier gangrene | Fournier gangrene |
Gangrene with abscess left foot | I96 | Gangrene, not elsewhere classified | Gangrene, not elsewhere classified |
gangrene with abscess right foot | I96 | Gangrene, not elsewhere classified | Gangrene, not elsewhere classified |
Gangrene with cellulitis | I96 | Gangrene, not elsewhere classified | Gangrene, not elsewhere classified |
gangrene with MRSA, E. coli | I96 | Gangrene, not elsewhere classified | Gangrene, not elsewhere classified |
Gangrene with osteomyelitis | I96 | Gangrene, not elsewhere classified | Gangrene, not elsewhere classified |
gangrenous plantar | I96 | Gangrene, not elsewhere classified | Gangrene, not elsewhere classified |
gangrenous right foot | I96 | Gangrene, not elsewhere classified | Gangrene, not elsewhere classified |
gangrenous wounds involving the right lower extremity | I96 | Gangrene, not elsewhere classified | Gangrene, not elsewhere classified |
gas pain | R14.1 | Gas pain | Gas pain |
gastric bypass admitted for AMS | R41.82 | Altered mental status, unspecified | Altered mental status, unspecified |
gastric bypass surgery came pain | Z98.84 | Bariatric surgery status | Bariatric surgery status |
gastric liver disease | K76.9 | Liver disease, unspecified | Liver disease, unspecified |
gastric lymphoma | C85.90 | Non-Hodgkin lymphoma, unspecified, unspecified site | Non-Hodgkin lymphoma, unspecified, unspecified site |
Gastric reflux | K21.9 | Gastro-esophageal reflux disease without esophagitis | Gastro-esophageal reflux disease without esophagitis |
gastric ulcer with some superficial | 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 |
gastric ulcer, colon | 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 |
gastritis , gastroparesis | K29.70 | Gastritis, unspecified, without bleeding | Gastritis, unspecified, without bleeding |
gastritis w vomiting | R11.10 | Vomiting, unspecified | Vomiting, unspecified |
Gastritis with bleeding | K29.61 | Other gastritis with bleeding | Other gastritis with bleeding |
gastritis, etoh abuse | K29.70 | Gastritis, unspecified, without bleeding | Gastritis, unspecified, without bleeding |
gastritis, urinary tract infection | K29.70 | Gastritis, unspecified, without bleeding | Gastritis, unspecified, without bleeding |
gastritis, viral | K29.70 | Gastritis, unspecified, without bleeding | Gastritis, unspecified, without bleeding |
gastroenteritis acute | K52.9 | Noninfective gastroenteritis and colitis, unspecified | Noninfective gastroenteritis and colitis, unspecified |
gastroenteritis which most likely is viral | K52.9 | Noninfective gastroenteritis and colitis, unspecified | Noninfective gastroenteritis and colitis, unspecified |
gastroenteritis, most probably viral | K52.9 | Noninfective gastroenteritis and colitis, unspecified | Noninfective gastroenteritis and colitis, unspecified |
gastroenteritis, pancreatitis | K52.9 | Noninfective gastroenteritis and colitis, unspecified | Noninfective gastroenteritis and colitis, unspecified |
Gastroenteritis, small bowel | K52.9 | Noninfective gastroenteritis and colitis, unspecified | Noninfective gastroenteritis and colitis, unspecified |
gastroesophageal reflux disease, constipation. | K21.9 | Gastro-esophageal reflux disease without esophagitis | Gastro-esophageal reflux disease without esophagitis |
gastrointestinal bleeding with ongoing anemia | K92.2 | Gastrointestinal hemorrhage, unspecified | Gastrointestinal hemorrhage, unspecified |
gastrointestinal hemorrhage | K25.4 | Chronic or unspecified gastric ulcer with hemorrhage | Chronic or unspecified gastric ulcer with hemorrhage |
gastrointestinal reason for her anemia | D64.9 | Anemia, unspecified | Anemia, unspecified |
gastroparesis exacerbation | K31.84 | Gastroparesis | Gastroparesis |
gastroparesis, gastric | K31.84 | Gastroparesis | Gastroparesis |
gastroparesis, mild | K31.84 | Gastroparesis | Gastroparesis |
GASTROPARESIS, TACHYCARDIA | K31.84 | Gastroparesis | Gastroparesis |
Gastrostomy tube in place | Z93.1 | Gastrostomy status | Gastrostomy status |
gastrostomy tube placement for dysphagia | Z93.1 | Gastrostomy status | Gastrostomy status |
GENDER IDENTITY DISORDER OF CHILDHOOD | F64.2 | Gender identity disorder of childhood | Gender identity disorder of childhood |
general dizziness asociated withmetabolic issues like thyroid | R42 | Dizziness and giddiness | Dizziness and giddiness |
general malaise | R53.81 | Other malaise | Other malaise |
general sickness | T75.3XXA | Motion sickness, initial encounter | Motion sickness, initial encounter |
general surgeon for cholelithiasis | K80.20 | Calculus of gallbladder w/o cholecystitis w/o obstruction | Calculus of gallbladder without cholecystitis without obstruction |
GENERAL: Severely malnourished | E43 | Unspecified severe protein-calorie malnutrition | Unspecified severe protein-calorie malnutrition |
GENERAL: She is an obese | E66.9 | Obesity, unspecified | Obesity, unspecified |
GENERAL: The patient is an obese | E66.9 | Obesity, unspecified | Obesity, unspecified |
GENERAL: The patient is tachypneic | R06.82 | Tachypnea, not elsewhere classified | Tachypnea, not elsewhere classified |
generalized body aches, anxiety | R52 | Pain, unspecified | Pain, unspecified |
generalized debility | R53.81 | Other malaise | Other malaise |
generalized abdominal distention | R14.0 | Abdominal distension (gaseous) | Abdominal distension (gaseous) |
Generalized abdominal pain w/nausea | R10.84 | Generalized abdominal pain | Generalized abdominal pain |
generalized after the patient sustained a fall | Z91.81 | History of falling | History of falling |
generalized anasarca | R60.1 | Generalized edema | Generalized edema |
Generalized anxiety disorder with depression | F41.1 | Generalized anxiety disorder | Generalized anxiety disorder |
generalized anxiety disorder, hypothyroidism. | F41.1 | Generalized anxiety disorder | Generalized anxiety disorder |
generalized anxiety disorder, who was admitted to the hospital for osteomyelitis | F41.1 | Generalized anxiety disorder | Generalized anxiety disorder |
generalized cerebral atrophy | G31.9 | Degenerative disease of nervous system, unspecified | Degenerative disease of nervous system, unspecified |
generalized malaise, body | R53.81 | Other malaise | Other malaise |
genetic disease | Z15.89 | Genetic susceptibility to other disease | Genetic susceptibility to other disease |
GERD - migraines with aura | K21.9 | Gastro-esophageal reflux disease without esophagitis | Gastro-esophageal reflux disease without esophagitis |
GERD | K21.9 | Gastro-esophageal reflux disease without esophagitis | Gastro-esophageal reflux disease without esophagitis |
GERD diet since pt stated that her trigger agent is usuallly alcohol | K21.9 | Gastro-esophageal reflux disease without esophagitis | Gastro-esophageal reflux disease without esophagitis |
GERD, anxiety. | K21.9 | Gastro-esophageal reflux disease without esophagitis | Gastro-esophageal reflux disease without esophagitis |
GERD, gastritis | K21.9 | Gastro-esophageal reflux disease without esophagitis | Gastro-esophageal reflux disease without esophagitis |
GERD, hyperthyroidism who came | K21.9 | Gastro-esophageal reflux disease without esophagitis | Gastro-esophageal reflux disease without esophagitis |
GERD, left hip | K21.9 | Gastro-esophageal reflux disease without esophagitis | Gastro-esophageal reflux disease without esophagitis |
GERD, other cancer | K21.9 | Gastro-esophageal reflux disease without esophagitis | Gastro-esophageal reflux disease without esophagitis |
GERD,anxiety | K21.9 | Gastro-esophageal reflux disease without esophagitis | Gastro-esophageal reflux disease without esophagitis |
gestational diabetes | Z86.32 | Personal history of gestational diabetes | Personal history of gestational diabetes |
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.