docdesc stringlengths 2 165 | dxcode stringlengths 3 8 | shortdesc stringlengths 5 155 | longdesc stringlengths 5 184 |
|---|---|---|---|
pain to head, neck, and knee | M54.2 | Cervicalgia | Cervicalgia |
pain to her R shoulder | M25.519 | Pain in unspecified shoulder | Pain in unspecified shoulder |
pain to her right hip | M25.551 | Pain in right hip | Pain in right hip |
pain to his right foot | M79.671 | Pain in right foot | Pain in right foot |
pain to his right leg | M79.604 | Pain in right leg | Pain in right leg |
pain to L knee and thigh | M25.569 | Pain in unspecified knee | Pain in unspecified knee |
pain to L leg | M79.606 | Pain in leg, unspecified | Pain in leg, unspecified |
pain to left knee | M25.562 | Pain in left knee | Pain in left knee |
pain to LLE | M79.605 | Pain in left leg | Pain in left leg |
Pain to lt foot | M79.672 | Pain in left foot | Pain in left foot |
pain to medial aspect of leg | M79.606 | Pain in leg, unspecified | Pain in leg, unspecified |
pain to R thumb | M79.646 | Pain in unspecified finger(s) | Pain in unspecified finger(s) |
Pain to right ankle | M25.571 | Pain in right ankle and joints of right foot | Pain in right ankle and joints of right foot |
Pain to right little finger | M79.644 | Pain in right finger(s) | Pain in right finger(s) |
pain to the L distal thigh | M79.659 | Pain in unspecified thigh | Pain in unspecified thigh |
pain to thumb | M79.646 | Pain in unspecified finger(s) | Pain in unspecified finger(s) |
pain under her breast | N64.4 | Mastodynia | Mastodynia |
pain was mostly in upper abdomen | R10.9 | Unspecified abdominal pain | Unspecified abdominal pain |
pain was excruciating, underwent for the left shoulder | M25.512 | Pain in left shoulder | Pain in left shoulder |
pain was more centralized to hip | M25.559 | Pain in unspecified hip | Pain in unspecified hip |
pain was radiating to the left arm | M79.602 | Pain in left arm | Pain in left arm |
pain when bladder | R39.89 | Other symptoms and signs involving the genitourinary system | Other symptoms and signs involving the genitourinary system |
pain when the legs | M79.606 | Pain in leg, unspecified | Pain in leg, unspecified |
pain worse in left leg | M79.605 | Pain in left leg | Pain in left leg |
pain" in left hip | M25.552 | Pain in left hip | Pain in left hip |
Pain, enlarged right ovary | N94.89 | Oth cond assoc w female genital organs and menstrual cycle | Other specified conditions associated with female genital organs and menstrual cycle |
pain, especially left knee | M25.562 | Pain in left knee | Pain in left knee |
pain, neck pain | M54.2 | Cervicalgia | Cervicalgia |
pain, she stated is chronic | G89.29 | Other chronic pain | Other chronic pain |
painful 2nd toe right foot | M79.671 | Pain in right foot | Pain in right foot |
painful L leg | M79.606 | Pain in leg, unspecified | Pain in leg, unspecified |
painful right foot | M79.671 | Pain in right foot | Pain in right foot |
Painful ring finger | M79.646 | Pain in unspecified finger(s) | Pain in unspecified finger(s) |
pallor, dry buccal mucosa | R23.1 | Pallor | Pallor |
palpitation, alcohol abuse started this morning. | R00.2 | Palpitations | Palpitations |
palpitations with nausea | R00.2 | Palpitations | Palpitations |
palpitations, etc. Patient has been started on hemodialysis | R00.2 | Palpitations | Palpitations |
pancolitis, likely infectious | K51.00 | Ulcerative (chronic) pancolitis without complications | Ulcerative (chronic) pancolitis without complications |
pancreas transplantation | Z94.83 | Pancreas transplant status | Pancreas transplant status |
pancreatectomy | Z90.410 | Acquired total absence of pancreas | Acquired total absence of pancreas |
Pancreatic CA | C25.9 | Malignant neoplasm of pancreas, unspecified | Malignant neoplasm of pancreas, unspecified |
Pancreatic cheilosis | K13.0 | Diseases of lips | Diseases of lips |
pancreatic edema | O12.00 | Gestational edema, unspecified trimester | Gestational edema, unspecified trimester |
pancreatic malignancy | C25.7 | Malignant neoplasm of other parts of pancreas | Malignant neoplasm of other parts of pancreas |
Pancreatitis - NPO, pain mgmt | K85.90 | Acute pancreatitis without necrosis or infection, unsp | Acute pancreatitis without necrosis or infection, unspecified |
Pancreatitis -Dr Loftin Pulmonary | K85.90 | Acute pancreatitis without necrosis or infection, unsp | Acute pancreatitis without necrosis or infection, unspecified |
pancreatitis 2/2 bile duct | Z87.19 | Personal history of other diseases of the digestive system | Personal history of other diseases of the digestive system |
pancreatitis and liver | Z87.19 | Personal history of other diseases of the digestive system | Personal history of other diseases of the digestive system |
pancreatitis centered around the pancreatic head | K85.90 | Acute pancreatitis without necrosis or infection, unsp | Acute pancreatitis without necrosis or infection, unspecified |
pancreatitis complicated | Z87.19 | Personal history of other diseases of the digestive system | Personal history of other diseases of the digestive system |
pancreatitis from ETOH | K85.90 | Acute pancreatitis without necrosis or infection, unsp | Acute pancreatitis without necrosis or infection, unspecified |
pancreatitis GI bleeding | K92.2 | Gastrointestinal hemorrhage, unspecified | Gastrointestinal hemorrhage, unspecified |
pancreatitis is secondary to a biliary | K85.10 | Biliary acute pancreatitis without necrosis or infection | Biliary acute pancreatitis without necrosis or infection |
Pancreatitis secondary to Hypertriglyceridemia, patient is doing well on insulin | Z79.4 | Long term (current) use of insulin | Long term (current) use of insulin |
pancreatitis w/sepsis | K85.90 | Acute pancreatitis without necrosis or infection, unsp | Acute pancreatitis without necrosis or infection, unspecified |
pancreatitis, depression | Z87.19 | Personal history of other diseases of the digestive system | Personal history of other diseases of the digestive system |
pancreatitis, tachycardia | Z87.19 | Personal history of other diseases of the digestive system | Personal history of other diseases of the digestive system |
Pancytopenia chemotherapy-induced | T45.1X5A | Adverse effect of antineoplastic and immunosup drugs, init | Adverse effect of antineoplastic and immunosuppressive drugs, initial encounter |
Pancytopenia secondary to alcohol abuse | D61.818 | Other pancytopenia | Other pancytopenia |
Pancytopenia with worsened anemia | D61.818 | Other pancytopenia | Other pancytopenia |
Pancytopenia, likely secondary to infection | D61.818 | Other pancytopenia | Other pancytopenia |
panic attack | F41.0 | Panic disorder without agoraphobia | Panic disorder [episodic paroxysmal anxiety] without agoraphobia |
panic attacks, alcohol abuse | F41.0 | Panic disorder without agoraphobia | Panic disorder [episodic paroxysmal anxiety] without agoraphobia |
Panic Disorder | F41.0 | Panic disorder without agoraphobia | Panic disorder [episodic paroxysmal anxiety] without agoraphobia |
PANTOPRAZOLE | Z88.8 | Allergy status to other drugs, medicaments and biological substances | Allergy status to other drugs, medicaments and biological substances |
paralysis of right leg | G83.9 | Paralytic syndrome, unspecified | Paralytic syndrome, unspecified |
paralyzed to avoid pulmonary | G83.9 | Paralytic syndrome, unspecified | Paralytic syndrome, unspecified |
paranoia | F22 | Delusional disorders | Delusional disorders |
Paraplegia Below T4 | G82.20 | Paraplegia, unspecified | Paraplegia, unspecified |
Paraplegic immobility syndrome | M62.3 | Immobility syndrome (paraplegic) | Immobility syndrome (paraplegic) |
paraplegic secondary to spina bifida, wheelchair dependent | Z99.3 | Dependence on wheelchair | Dependence on wheelchair |
paresthesia in right lower extremity | R20.2 | Paresthesia of skin | Paresthesia of skin |
paresthesia of right upper extremity | R20.2 | Paresthesia of skin | Paresthesia of skin |
paresthesia to bilateral feet | R20.2 | Paresthesia of skin | Paresthesia of skin |
Paresthesia to head | R20.2 | Paresthesia of skin | Paresthesia of skin |
paresthesia to left upper extremity | R20.2 | Paresthesia of skin | Paresthesia of skin |
paresthesia to right foot | R20.2 | Paresthesia of skin | Paresthesia of skin |
paresthesias in the feet | R20.2 | Paresthesia of skin | Paresthesia of skin |
paresthesias of left arm | R20.2 | Paresthesia of skin | Paresthesia of skin |
paresthesias of the leg | R20.2 | Paresthesia of skin | Paresthesia of skin |
paresthesias related to inflammation | R20.2 | Paresthesia of skin | Paresthesia of skin |
paresthesias will refer to hand | R20.2 | Paresthesia of skin | Paresthesia of skin |
parietal CVA | I63.9 | Cerebral infarction, unspecified | Cerebral infarction, unspecified |
Parkinson's disease | G20 | Parkinson's disease | Parkinson's disease |
Paroxysmal atrial fibrillation - currently in sinus | I48.0 | Paroxysmal atrial fibrillation | Paroxysmal atrial fibrillation |
PAROXYSMAL ATRIAL FIBRILLATION WITH rvr | I48.0 | Paroxysmal atrial fibrillation | Paroxysmal atrial fibrillation |
paroxysmal atrial fibrillation, clinically stable | I48.0 | Paroxysmal atrial fibrillation | Paroxysmal atrial fibrillation |
Paroxysmal atrial fibrillation, currently in sinus | I48.0 | Paroxysmal atrial fibrillation | Paroxysmal atrial fibrillation |
Paroxysmal atrial fibrillation, rate controlled | I48.0 | Paroxysmal atrial fibrillation | Paroxysmal atrial fibrillation |
paroxysmal atrial fibrillation, which converted to the sinus | I48.0 | Paroxysmal atrial fibrillation | Paroxysmal atrial fibrillation |
Paroxysmal atrial fibrillation, with tachybrady syndrome | I48.0 | Paroxysmal atrial fibrillation | Paroxysmal atrial fibrillation |
paroxysmal tachycardia | I47.9 | Paroxysmal tachycardia, unspecified | Paroxysmal tachycardia, unspecified |
partial thyroidectomy | Z90.89 | Acquired absence of other organs | Acquired absence of other organs |
passive congestion of the liver | K76.1 | Chronic passive congestion of liver | Chronic passive congestion of liver |
Pasteurella multocida infection | A28.0 | Pasteurellosis | Pasteurellosis |
patches for leg pain | M79.606 | Pain in leg, unspecified | Pain in leg, unspecified |
Pathological fracture of right femur neck secondary to the end-stage renal disease | N18.6 | End stage renal disease | End stage renal disease |
Pathological fracture of right femur secondary to the osteoporosis | M81.0 | Age-related osteoporosis w/o current pathological fracture | Age-related osteoporosis without current pathological fracture |
PCN allergy (severe | Z88.0 | Allergy status to penicillin | Allergy status to penicillin |
PCOD | E28.2 | Polycystic ovarian syndrome | Polycystic ovarian syndrome |
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.