docdesc stringlengths 2 165 | dxcode stringlengths 3 8 | shortdesc stringlengths 5 155 | longdesc stringlengths 5 184 |
|---|---|---|---|
injury to the left Achilles tendon | S86.002A | Unspecified injury of left Achilles tendon, init encntr | Unspecified injury of left Achilles tendon, initial encounter |
injury to the right elbow | S59.901A | Unspecified injury of right elbow, initial encounter | Unspecified injury of right elbow, initial encounter |
injury to the right fifth finger | S09.301D | Unsp injury of right middle and inner ear, subs encntr | Unspecified injury of right middle and inner ear, subsequent encounter |
insect bite | S00.469A | Insect bite (nonvenomous) of unspecified ear, init encntr | Insect bite (nonvenomous) of unspecified ear, initial encounter |
insomnia | G47.00 | Insomnia, unspecified | Insomnia, unspecified |
insomnia 2/2 pain | G47.00 | Insomnia, unspecified | Insomnia, unspecified |
insomnia, age-related | G47.00 | Insomnia, unspecified | Insomnia, unspecified |
insomnia, hypokalemia | G47.00 | Insomnia, unspecified | Insomnia, unspecified |
insulin dependent diabetes | E11.9 | Type 2 diabetes mellitus without complications | Type 2 diabetes mellitus without complications |
insulin dependent diabetes seen in ED for LUQ abdominal | E11.9 | Type 2 diabetes mellitus without complications | Type 2 diabetes mellitus without complications |
Insulin dependent Diabetic with hyperglycemia | E11.9 | Type 2 diabetes mellitus without complications | Type 2 diabetes mellitus without complications |
Insulin dependent DM w/hypoglycemia | E11.9 | Type 2 diabetes mellitus without complications | Type 2 diabetes mellitus without complications |
insulin dependent) BIB family for N/V | R11.2 | Nausea with vomiting, unspecified | Nausea with vomiting, unspecified |
insulin drip for management of diabetic | Z79.4 | Long term (current) use of insulin | Long term (current) use of insulin |
insulin drip until acidosis | Z79.4 | Long term (current) use of insulin | Long term (current) use of insulin |
insulin for diabetes | Z79.4 | Long term (current) use of insulin | Long term (current) use of insulin |
insulin gtt sugars high, acidosis better | Z79.4 | Long term (current) use of insulin | Long term (current) use of insulin |
insulin pumps presenting with STEMI | Z79.4 | Long term (current) use of insulin | Long term (current) use of insulin |
insulin therapy | Z79.4 | Long term (current) use of insulin | Long term (current) use of insulin |
insulin to manage her diabetes | Z79.4 | Long term (current) use of insulin | Long term (current) use of insulin |
Insulin-dependent diabetes mellitus type 2 with uncontrolled | E11.65 | Type 2 diabetes mellitus with hyperglycemia | Type 2 diabetes mellitus with hyperglycemia |
insulin-dependent diabetes mellitus with peripheral neuropathy | Z79.4 | Long term (current) use of insulin | Long term (current) use of insulin |
Insulin-dependent diabetes with chronic kidney disease | E11.9 | Type 2 diabetes mellitus without complications | Type 2 diabetes mellitus without complications |
insulin-dependent diabetic | E11.9 | Type 2 diabetes mellitus without complications | Type 2 diabetes mellitus without complications |
insulin-requiring diabetes | Z79.4 | Long term (current) use of insulin | Long term (current) use of insulin |
intermittent arm pain | M79.603 | Pain in arm, unspecified | Pain in arm, unspecified |
intermittent back spasms | R25.2 | Cramp and spasm | Cramp and spasm |
intermittent blood loss anemia | D50.0 | Iron deficiency anemia secondary to blood loss (chronic) | Iron deficiency anemia secondary to blood loss (chronic) |
intermittent blurred vision | H53.8 | Other visual disturbances | Other visual disturbances |
intermittent chest pain last week at the center of the chest | R07.9 | Chest pain, unspecified | Chest pain, unspecified |
intermittent chest pain at center of chest | R07.9 | Chest pain, unspecified | Chest pain, unspecified |
intermittent constipation | K59.00 | Constipation, unspecified | Constipation, unspecified |
INTERMITTENT DYSURIA | R30.0 | Dysuria | Dysuria |
intermittent elevated blood pressure above 180 systolic | R03.0 | Elevated blood-pressure reading, w/o diagnosis of htn | Elevated blood-pressure reading, without diagnosis of hypertension |
intermittent episode of abdominal pain | R10.9 | Unspecified abdominal pain | Unspecified abdominal pain |
intermittent fluctuating substernal chest pain | R07.89 | Other chest pain | Other chest pain |
intermittent hand tremors | R25.1 | Tremor, unspecified | Tremor, unspecified |
intermittent heart block | I45.9 | Conduction disorder, unspecified | Conduction disorder, unspecified |
intermittent hemodialysis | Z99.2 | Dependence on renal dialysis | Dependence on renal dialysis |
intermittent hip pain | M25.559 | Pain in unspecified hip | Pain in unspecified hip |
Intermittent junctional bradycardia | R00.1 | Bradycardia, unspecified | Bradycardia, unspecified |
intermittent left-sided chest pain | R07.89 | Other chest pain | Other chest pain |
intermittent PVC | I49.3 | Ventricular premature depolarization | Ventricular premature depolarization |
intermittent rash | R21 | Rash and other nonspecific skin eruption | Rash and other nonspecific skin eruption |
intermittent right flank pain that radiated into her right groin | R10.31 | Right lower quadrant pain | Right lower quadrant pain |
intermittent right great toe pain | M79.674 | Pain in right toe(s) | Pain in right toe(s) |
intermittent ringworm to his scalp | B35.9 | Dermatophytosis, unspecified | Dermatophytosis, unspecified |
intermittent suicidal ideation | R45.851 | Suicidal ideations | Suicidal ideations |
intermittent vaginal spotting | N93.9 | Abnormal uterine and vaginal bleeding, unspecified | Abnormal uterine and vaginal bleeding, unspecified |
intermittent waves of mild abdominal pain | R10.9 | Unspecified abdominal pain | Unspecified abdominal pain |
intermittent wide-complex tachycardia | R00.0 | Tachycardia, unspecified | Tachycardia, unspecified |
Internal hemorrhoids | K64.8 | Other hemorrhoids | Other hemorrhoids |
internal medicine doctor called me yesterday morning about the fever | R50.9 | Fever, unspecified | Fever, unspecified |
Internal spinal canal stenosis | M48.00 | Spinal stenosis, site unspecified | Spinal stenosis, site unspecified |
interstitial pneumonitis | J84.89 | Other specified interstitial pulmonary diseases | Other specified interstitial pulmonary diseases |
Intertrochanteric fracture of the left femur | S72.142A | Displaced intertrochanteric fracture of left femur, init | Displaced intertrochanteric fracture of left femur, initial encounter for closed fracture |
Intertrochanteric fracture of the left femur | S72.142A | Displaced intertrochanteric fracture of left femur, init | Displaced intertrochanteric fracture of left femur, initial encounter for closed fracture |
Interval placement of tracheostomy | Z93.0 | Tracheostomy status | Tracheostomy status |
Interval progression at L2-3 discitis-osteomyelitis | M46.46 | Discitis, unspecified, lumbar region | Discitis, unspecified, lumbar region |
interventricular hemorrhage | I61.5 | Nontraumatic intracerebral hemorrhage, intraventricular | Nontraumatic intracerebral hemorrhage, intraventricular |
intestinal drug overdose | T50.902A | Poisoning by unsp drug/meds/biol subst, self-harm, init | Poisoning by unspecified drugs, medicaments and biological substances, intentional self-harm, initial encounter |
Intestinal malabsorption | K90.9 | Intestinal malabsorption, unspecified | Intestinal malabsorption, unspecified |
intestinal perforation | K63.1 | Perforation of intestine (nontraumatic) | Perforation of intestine (nontraumatic) |
Intestinal Ulcers | K63.3 | Ulcer of intestine | Ulcer of intestine |
intra-abdominal hemorrhage, contusion | R58 | Hemorrhage, not elsewhere classified | Hemorrhage, not elsewhere classified |
intra-abdominal hemorrhage, distributive shock | R58 | Hemorrhage, not elsewhere classified | Hemorrhage, not elsewhere classified |
Intra-abdominal sepsis | K65.1 | Peritoneal abscess | Peritoneal abscess |
intraabdominal hypertension | I10 | Essential (primary) hypertension | Essential (primary) hypertension |
Intracranial calcification | G93.89 | Other specified disorders of brain | Other specified disorders of brain |
intracranial hemorrhage | I62.9 | Nontraumatic intracranial hemorrhage, unspecified | Nontraumatic intracranial hemorrhage, unspecified |
intracranial hemorrhage, cervical | I62.9 | Nontraumatic intracranial hemorrhage, unspecified | Nontraumatic intracranial hemorrhage, unspecified |
intracranial hemorrhage, clavicle | I62.9 | Nontraumatic intracranial hemorrhage, unspecified | Nontraumatic intracranial hemorrhage, unspecified |
intracranial injury | S06.890A | Intcran inj w/o loss of consciousness, init encntr | Other specified intracranial injury without loss of consciousness, initial encounter |
intracranial large vessel occlusion | I99.8 | Other disorder of circulatory system | Other disorder of circulatory system |
intracranial pressure, bradycardia and elevated hypertension | G93.2 | Benign intracranial hypertension | Benign intracranial hypertension |
Intracranial stroke | Z86.73 | Prsnl hx of TIA (TIA), and cereb infrc w/o resid deficits | Personal history of transient ischemic attack (TIA), and cerebral infarction without residual deficits |
intractable hyperkalemia | E87.5 | Hyperkalemia | Hyperkalemia |
Intractable nausea and vomiting due to alcohol intoxication | R11.2 | Nausea with vomiting, unspecified | Nausea with vomiting, unspecified |
Intractable nausea and vomiting likely due to gastroenteritis | R11.2 | Nausea with vomiting, unspecified | Nausea with vomiting, unspecified |
Intractable nausea and vomiting secondary to alcohol intoxication | R11.2 | Nausea with vomiting, unspecified | Nausea with vomiting, unspecified |
intractable seizure | R56.9 | Unspecified convulsions | Unspecified convulsions |
intraoperative cultures growing staph aureus | B95.61 | Methicillin suscep staph infct causing dis classd elswhr | Methicillin susceptible Staphylococcus aureus infection as the cause of diseases classified elsewhere |
Intraoperative cultures have shown MRSA | B95.62 | Methicillin resis staph infct causing diseases classd elswhr | Methicillin resistant Staphylococcus aureus infection as the cause of diseases classified elsewhere |
intraparenchymal hemorrhage, intraventricular | I61.8 | Other nontraumatic intracerebral hemorrhage | Other nontraumatic intracerebral hemorrhage |
intrathoracic lymphadenopathy | R59.1 | Generalized enlarged lymph nodes | Generalized enlarged lymph nodes |
intrauterine pregnancy at 13 weeks | Z3A.13 | 13 weeks gestation of pregnancy | 13 weeks gestation of pregnancy |
intrauterine pregnancy at 7 weeks | Z3A.01 | Less than 8 weeks gestation of pregnancy | Less than 8 weeks gestation of pregnancy |
intrauterine pregnancy at 9 weeks | Z3A.09 | 9 weeks gestation of pregnancy | 9 weeks gestation of pregnancy |
intravascular coagulation | D65 | Disseminated intravascular coagulation | Disseminated intravascular coagulation [defibrination syndrome] |
iritis | Z86.69 | Personal history of dis of the nervous sys and sense organs | Personal history of other diseases of the nervous system and sense organs |
Iron deficiency anemia due to chronic kidney disease | D50.9 | Iron deficiency anemia, unspecified | Iron deficiency anemia, unspecified |
Iron deficiency anemia secondary to inadequate dietary iron intake | D50.8 | Other iron deficiency anemias | Other iron deficiency anemias |
Iron deficiency anemia secondary to inadequate dietary iron intake | D50.9 | Iron deficiency anemia, unspecified | Iron deficiency anemia, unspecified |
iron deficiency anemia with chronic kidney disease | D50.9 | Iron deficiency anemia, unspecified | Iron deficiency anemia, unspecified |
Irreducible right inguinal hernia with leukocytosis | K40.30 | Unil inguinal hernia, w obst, w/o gangr, not spcf as recur | Unilateral inguinal hernia, with obstruction, without gangrene, not specified as recurrent |
irritation at the end of his penis | N48.89 | Other specified disorders of penis | Other specified disorders of penis |
ischemia encephalopathy | Z86.73 | Prsnl hx of TIA (TIA), and cereb infrc w/o resid deficits | Personal history of transient ischemic attack (TIA), and cerebral infarction without residual deficits |
ischemia in the left cerebral hemisphere | Z86.73 | Prsnl hx of TIA (TIA), and cereb infrc w/o resid deficits | Personal history of transient ischemic attack (TIA), and cerebral infarction without residual deficits |
ischemic cardiomyopathy | I25.5 | Ischemic cardiomyopathy | Ischemic cardiomyopathy |
ischemic + Rhabdomyolysis | M62.82 | Rhabdomyolysis | Rhabdomyolysis |
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.