Split (3)

train · 58.8k rows

docdesc stringlengths 2 165	dxcode stringlengths 3 8	shortdesc stringlengths 5 155	longdesc stringlengths 5 184
Hyperthyroidism, endocrine	E05.90	Thyrotoxicosis, unsp without thyrotoxic crisis or storm	Thyrotoxicosis, unspecified without thyrotoxic crisis or storm
Hypertrophic obstructive cardiomyopathy	I42.1	Obstructive hypertrophic cardiomyopathy	Obstructive hypertrophic cardiomyopathy
hypertrophy hypertension	I10	Essential (primary) hypertension	Essential (primary) hypertension
hyperventilating with hypoxia	R06.4	Hyperventilation	Hyperventilation
Hypervolemia secondary to the end-stage renal disease	E87.70	Fluid overload, unspecified	Fluid overload, unspecified
hypoalbuminemia from his liver	E88.09	Oth disorders of plasma-protein metabolism, NEC	Other disorders of plasma-protein metabolism, not elsewhere classified
Hypocalcemia - from CKD	E83.51	Hypocalcemia	Hypocalcemia
hypocalcemia - likely from his renal disease	E83.51	Hypocalcemia	Hypocalcemia
hypocalcemia, anemia	E83.51	Hypocalcemia	Hypocalcemia
hypochloremia	E87.8	Oth disorders of electrolyte and fluid balance, NEC	Other disorders of electrolyte and fluid balance, not elsewhere classified
hypochromic microcytic anemia with iron deficiency	D50.9	Iron deficiency anemia, unspecified	Iron deficiency anemia, unspecified
hypogammaglobulinemia	D80.1	Nonfamilial hypogammaglobulinemia	Nonfamilial hypogammaglobulinemia
hypoglycemia as the patient's oral	E16.2	Hypoglycemia, unspecified	Hypoglycemia, unspecified
hypoglycemia making Patient encephalopathic	G93.40	Encephalopathy, unspecified	Encephalopathy, unspecified
Hypoglycemia to diabetes	E16.2	Hypoglycemia, unspecified	Hypoglycemia, unspecified
hypoglycemia, mild	E16.2	Hypoglycemia, unspecified	Hypoglycemia, unspecified
hypoglycemia, sepsis.	E16.2	Hypoglycemia, unspecified	Hypoglycemia, unspecified
Hypokalemia due to excessive	E87.6	Hypokalemia	Hypokalemia
Hypokalemia -K level 3	E87.6	Hypokalemia	Hypokalemia
hypokalemia AKI	N17.9	Acute kidney failure, unspecified	Acute kidney failure, unspecified
hypokalemia secondary to vomiting, leukocytosis	R11.10	Vomiting, unspecified	Vomiting, unspecified
hypokalemia, hyponatremia.	E87.6	Hypokalemia	Hypokalemia
Hypokalemia, currently controlled	E87.6	Hypokalemia	Hypokalemia
Hypokalemia, likely from repeated body	E87.6	Hypokalemia	Hypokalemia
hypokalemia, withdrawal	E87.6	Hypokalemia	Hypokalemia
Hyponatremia - Likely hypovolemic hyponatremia	E87.1	Hypo-osmolality and hyponatremia	Hypo-osmolality and hyponatremia
HYPONATREMIA due to excessive	E87.1	Hypo-osmolality and hyponatremia	Hypo-osmolality and hyponatremia
Hyponatremia - from renal failure , free water retention	N19	Unspecified kidney failure	Unspecified kidney failure
Hyponatremia - liver disease	K76.9	Liver disease, unspecified	Liver disease, unspecified
hyponatremia - will cut back	E87.1	Hypo-osmolality and hyponatremia	Hypo-osmolality and hyponatremia
hyponatremia can cause dizziness	R42	Dizziness and giddiness	Dizziness and giddiness
hyponatremia from renal failure	E87.1	Hypo-osmolality and hyponatremia	Hypo-osmolality and hyponatremia
Hyponatremia Hypokalemia	E87.1	Hypo-osmolality and hyponatremia	Hypo-osmolality and hyponatremia
hyponatremia is related to syndrome	E22.2	Syndrome of inappropriate secretion of antidiuretic hormone	Syndrome of inappropriate secretion of antidiuretic hormone
Hyponatremia is stable	E87.1	Hypo-osmolality and hyponatremia	Hypo-osmolality and hyponatremia
Hyponatremia likely from poor oral	E87.1	Hypo-osmolality and hyponatremia	Hypo-osmolality and hyponatremia
Hyponatremia secondary to cardiorenal	E87.1	Hypo-osmolality and hyponatremia	Hypo-osmolality and hyponatremia
Hyponatremia secondary to cirrhosis	E87.1	Hypo-osmolality and hyponatremia	Hypo-osmolality and hyponatremia
Hyponatremia, likely due to excessive	E87.1	Hypo-osmolality and hyponatremia	Hypo-osmolality and hyponatremia
Hyponatremia, renal failure.	E87.1	Hypo-osmolality and hyponatremia	Hypo-osmolality and hyponatremia
Hyponatremia: Due to sepsis	E87.1	Hypo-osmolality and hyponatremia	Hypo-osmolality and hyponatremia
Hyponatremia: severe	E87.1	Hypo-osmolality and hyponatremia	Hypo-osmolality and hyponatremia
hypoparathyroidism abdominal pain	R10.9	Unspecified abdominal pain	Unspecified abdominal pain
hypopyon	H20.059	Hypopyon, unspecified eye	Hypopyon, unspecified eye
Hypotension	O26.50	Maternal hypotension syndrome, unspecified trimester	Maternal hypotension syndrome, unspecified trimester
hypotension - from sepsis	I95.9	Hypotension, unspecified	Hypotension, unspecified
Hypotension - likely due to sepsis	I95.9	Hypotension, unspecified	Hypotension, unspecified
hypotension as blood pressures were in the 70s systolic	I95.9	Hypotension, unspecified	Hypotension, unspecified
hypotension from cardiac	I95.9	Hypotension, unspecified	Hypotension, unspecified
hypotension is idiopathic	I95.9	Hypotension, unspecified	Hypotension, unspecified
Hypotension secondary to the hemorrhage	I95.9	Hypotension, unspecified	Hypotension, unspecified
Hypotension Septic shock	I95.9	Hypotension, unspecified	Hypotension, unspecified
hypotension with bradycardia	I95.9	Hypotension, unspecified	Hypotension, unspecified
Hypotension, combination of multiple	I95.9	Hypotension, unspecified	Hypotension, unspecified
hypotension, leukocytosis	I95.9	Hypotension, unspecified	Hypotension, unspecified
hypotension, requiring multiple	I95.9	Hypotension, unspecified	Hypotension, unspecified
hypotensive with elevated WBCs she was admitted for further evaluation for septic shock	I95.9	Hypotension, unspecified	Hypotension, unspecified
hypotensive, likely from sepsis	I95.9	Hypotension, unspecified	Hypotension, unspecified
hypothyroidism - mild	E03.9	Hypothyroidism, unspecified	Hypothyroidism, unspecified
hypothyroidism and vaginal	E03.9	Hypothyroidism, unspecified	Hypothyroidism, unspecified
hypothyroidism insomnia	G47.00	Insomnia, unspecified	Insomnia, unspecified
hypothyroidism, allergic	E03.9	Hypothyroidism, unspecified	Hypothyroidism, unspecified
hypothyroidism, bilat carpal	E03.9	Hypothyroidism, unspecified	Hypothyroidism, unspecified
hypothyroidism, currently stable	E03.9	Hypothyroidism, unspecified	Hypothyroidism, unspecified
hypothyroidism, glaucoma.	E03.9	Hypothyroidism, unspecified	Hypothyroidism, unspecified
hypothyroidism, hypertension	E03.9	Hypothyroidism, unspecified	Hypothyroidism, unspecified
hypothyroidism, insulin-dependent	E03.9	Hypothyroidism, unspecified	Hypothyroidism, unspecified
hypothyroidism, liver disease.	E03.9	Hypothyroidism, unspecified	Hypothyroidism, unspecified
hypothyroidism, muscle weakness.	E03.9	Hypothyroidism, unspecified	Hypothyroidism, unspecified
hypoventilation	R06.89	Other abnormalities of breathing	Other abnormalities of breathing
Hypovolemia	E86.1	Hypovolemia	Hypovolemia
Hypovolemic hypotension	I95.89	Other hypotension	Other hypotension
hypoxia most likely related to atelectasis	R09.02	Hypoxemia	Hypoxemia
hypoxia	P84	Other problems with newborn	Other problems with newborn
Hypoxia : COVID pneumonia	J12.82	Pneumonia due to coronavirus disease 2019	Pneumonia due to coronavirus disease 2019
hypoxia contributing to the worsening of diagnosis COPD	R09.02	Hypoxemia	Hypoxemia
Hypoxia due to asthma	R09.02	Hypoxemia	Hypoxemia
Hypoxia due to pneumonia	R09.02	Hypoxemia	Hypoxemia
hypoxia related to multifocal pneumonia	R09.02	Hypoxemia	Hypoxemia
hypoxia with a multifocal pneumonia	R09.02	Hypoxemia	Hypoxemia
Hypoxia with exacerbation, currently stable	R09.02	Hypoxemia	Hypoxemia
hypoxia, fever noted	R09.02	Hypoxemia	Hypoxemia
hypoxia, as well as sore throat.	R09.02	Hypoxemia	Hypoxemia
Hypoxia: explained form pneumonia	R09.02	Hypoxemia	Hypoxemia
Hypoxia: persistent	R09.02	Hypoxemia	Hypoxemia
Hypoxic encephalopathy	G93.1	Anoxic brain damage, not elsewhere classified	Anoxic brain damage, not elsewhere classified
hypoxic ischemic	R09.02	Hypoxemia	Hypoxemia
hypoxic obstructive sleep apnea	G47.33	Obstructive sleep apnea (adult) (pediatric)	Obstructive sleep apnea (adult) (pediatric)
Hypoxic respiratory	R09.02	Hypoxemia	Hypoxemia
hypoxic respiratory distress	R06.00	Dyspnea, unspecified	Dyspnea, unspecified
Hypoxic respiratory failure, likely due to sepsis	J96.91	Respiratory failure, unspecified with hypoxia	Respiratory failure, unspecified with hypoxia
hypoxic wtih SOB	R06.02	Shortness of breath	Shortness of breath
hysterical	F44.9	Dissociative and conversion disorder, unspecified	Dissociative and conversion disorder, unspecified
Iatrogenic hypotension	I95.81	Postprocedural hypotension	Postprocedural hypotension
IBS	K58.0	Irritable bowel syndrome with diarrhea	Irritable bowel syndrome with diarrhea
Idiopathic hydrocephalus	G91.9	Hydrocephalus, unspecified	Hydrocephalus, unspecified
Idiopathic Pancreatitis	K85.90	Acute pancreatitis without necrosis or infection, unsp	Acute pancreatitis without necrosis or infection, unspecified
idiopathic pulmonary fibrosis	J84.112	Idiopathic pulmonary fibrosis	Idiopathic pulmonary fibrosis
Idiopathic pulmonary fibrosis exacerbation	J84.112	Idiopathic pulmonary fibrosis	Idiopathic pulmonary fibrosis
ileus Mild	K56.7	Ileus, unspecified	Ileus, 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.