Split (3)

train · 58.8k rows

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.

docdesc stringlengths 2 165	dxcode stringlengths 3 8	shortdesc stringlengths 5 155	longdesc stringlengths 5 184
acute right facial weakness	R29.810	Facial weakness	Facial weakness
acute right foot gout	M10.071	Idiopathic gout, right ankle and foot	Idiopathic gout, right ankle and foot
acute right forearm pain	M79.631	Pain in right forearm	Pain in right forearm
acute right iliopsoas retroperitoneal hematoma	K66.1	Hemoperitoneum	Hemoperitoneum
Acute Right Sided Conjunctivitis	H10.31	Unspecified acute conjunctivitis, right eye	Unspecified acute conjunctivitis, right eye
acute right sided pneumonia	J18.9	Pneumonia, unspecified organism	Pneumonia, unspecified organism
Acute right-sided pyelonephritis	N10	Acute pyelonephritis	Acute pyelonephritis
acute RLQ pain	R10.31	Right lower quadrant pain	Right lower quadrant pain
acute secondary bacterial peritonitis	K65.0	Generalized (acute) peritonitis	Generalized (acute) peritonitis
Acute septic shock: Likely from cholecystitis	A41.9	Sepsis, unspecified organism	Sepsis, unspecified organism
Acute serous otitis media	H65.00	Acute serous otitis media, unspecified ear	Acute serous otitis media, unspecified ear
Acute sever Angioedema of tongue	T78.3XXA	Angioneurotic edema, initial encounter	Angioneurotic edema, initial encounter
Acute severe debility	R53.81	Other malaise	Other malaise
Acute severe exacerbation of asthma	J45.901	Unspecified asthma with (acute) exacerbation	Unspecified asthma with (acute) exacerbation
Acute severe hyponatremia	E87.1	Hypo-osmolality and hyponatremia	Hypo-osmolality and hyponatremia
acute sharp periumbilical abdominal pain	R10.33	Periumbilical pain	Periumbilical pain
Acute SHF) - mild volume overload	E87.70	Fluid overload, unspecified	Fluid overload, unspecified
acute sickle cell crisis	D57.00	Hb-SS disease with crisis, unspecified	Hb-SS disease with crisis, unspecified
acute sinusitis, Influenza	J01.90	Acute sinusitis, unspecified	Acute sinusitis, unspecified
acute small bowel obstruction	K56.609	Unsp intestnl obst, unsp as to partial versus complete obst	Unspecified intestinal obstruction, unspecified as to partial versus complete obstruction
Acute ST myocardial infarction with cardiac arrest	I25.2	Old myocardial infarction	Old myocardial infarction
Acute ST segment elevation myocardial infarction - cardiac	I21.3	ST elevation (STEMI) myocardial infarction of unsp site	ST elevation (STEMI) myocardial infarction of unspecified site
acute stab wound to abdomen	S38.3XXA	Transection (partial) of abdomen, initial encounter	Transection (partial) of abdomen, initial encounter
acute strep	A49.1	Streptococcal infection, unspecified site	Streptococcal infection, unspecified site
acute streptococcal pharyngitis	J02.0	Streptococcal pharyngitis	Streptococcal pharyngitis
Acute subcapital fracture of the left hip	S72.012A	Unsp intracapsular fracture of left femur, init for clos fx	Unspecified intracapsular fracture of left femur, initial encounter for closed fracture
acute supraglottitis	J04.30	Supraglottitis, unspecified, without obstruction	Supraglottitis, unspecified, without obstruction
Acute Systolic and Diastolic CHF	I50.41	Acute combined systolic and diastolic (congestive) hrt fail	Acute combined systolic (congestive) and diastolic (congestive) heart failure
Acute systolic CHF	P29.0	Neonatal cardiac failure	Neonatal cardiac failure
acute T12 compression fracture	M48.54XA	Collapsed vertebra, NEC, thoracic region, init	Collapsed vertebra, not elsewhere classified, thoracic region, initial encounter for fracture
acute thrombosis of the left Axillary Vein	I82.A12	Acute embolism and thrombosis of left axillary vein	Acute embolism and thrombosis of left axillary vein
acute to hypoxic	R09.02	Hypoxemia	Hypoxemia
acute tonsillar abscess	J36	Peritonsillar abscess	Peritonsillar abscess
acute toxic encephalopathy	G92	Toxic encephalopathy	Toxic encephalopathy
acute trichomonas vaginitis	A59.01	Trichomonal vulvovaginitis	Trichomonal vulvovaginitis
acute tubular necrosis from hypoxemia	N17.0	Acute kidney failure with tubular necrosis	Acute kidney failure with tubular necrosis
acute tubular necrosis from relative hypotension, decreased p.o. intake	I95.89	Other hypotension	Other hypotension
acute tubular necrosis from sepsis, hypotension	I95.9	Hypotension, unspecified	Hypotension, unspecified
Acute ulcerative colitis	Z87.19	Personal history of other diseases of the digestive system	Personal history of other diseases of the digestive system
acute upper respiratory infection	J06.9	Acute upper respiratory infection, unspecified	Acute upper respiratory infection, unspecified
Acute upper gastrointestinal bleed secondary to gastritis	K92.2	Gastrointestinal hemorrhage, unspecified	Gastrointestinal hemorrhage, unspecified
Acute upper gastrointestinal bleed with significant anemia	Z87.19	Personal history of other diseases of the digestive system	Personal history of other diseases of the digestive system
Acute Uppper Respiratory Infection	J22	Unspecified acute lower respiratory infection	Unspecified acute lower respiratory infection
Acute uremic	N19	Unspecified kidney failure	Unspecified kidney failure
acute ureteral stone #3 urinary tract	N20.1	Calculus of ureter	Calculus of ureter
acute urinary retention with complicated	R33.9	Retention of urine, unspecified	Retention of urine, unspecified
Acute urinary tract infection Secondary to E. coli	B96.20	Unsp Escherichia coli as the cause of diseases classd elswhr	Unspecified Escherichia coli [E. coli] as the cause of diseases classified elsewhere
acute urinary tract infection secondary to gram-negative organism	N39.0	Urinary tract infection, site not specified	Urinary tract infection, site not specified
Acute urinary tract infection with Klebsiella Pneumoniae	N39.0	Urinary tract infection, site not specified	Urinary tract infection, site not specified
Acute urinary tract infection, recurrent	N39.0	Urinary tract infection, site not specified	Urinary tract infection, site not specified
acute vasovagal syncope	R55	Syncope and collapse	Syncope and collapse
Acute ventilator-dependent respiratory failure	Z99.11	Dependence on respirator [ventilator] status	Dependence on respirator [ventilator] status
acute ventriculitis	G04.90	Encephalitis and encephalomyelitis, unspecified	Encephalitis and encephalomyelitis, unspecified
Acute vertigo, acute	R42	Dizziness and giddiness	Dizziness and giddiness
Acute volume depletion secondary to the encephalopathy	E86.9	Volume depletion, unspecified	Volume depletion, unspecified
acute white matter demyelination	G36.9	Acute disseminated demyelination, unspecified	Acute disseminated demyelination, unspecified
Acute-on-chronic cholecystitis	K81.2	Acute cholecystitis with chronic cholecystitis	Acute cholecystitis with chronic cholecystitis
Acute-on-chronic diastolic heart failure	I50.33	Acute on chronic diastolic (congestive) heart failure	Acute on chronic diastolic (congestive) heart failure
Acute-on-chronic respiratory failure	J96.20	Acute and chr resp failure, unsp w hypoxia or hypercapnia	Acute and chronic respiratory failure, unspecified whether with hypoxia or hypercapnia
acute-on-chronic shortness of breath	R06.02	Shortness of breath	Shortness of breath
Acute-on-chronic systolic heart failure	I50.23	Acute on chronic systolic (congestive) heart failure	Acute on chronic systolic (congestive) heart failure
acutely for hyperkalemia	E87.5	Hyperkalemia	Hyperkalemia
Adenocarcinoma colon	C18.9	Malignant neoplasm of colon, unspecified	Malignant neoplasm of colon, unspecified
adenocarcinoma of the transverse colon	C18.4	Malignant neoplasm of transverse colon	Malignant neoplasm of transverse colon
adenopathy in the right anterior cervical	R59.9	Enlarged lymph nodes, unspecified	Enlarged lymph nodes, unspecified
ADHD depression	F90.9	Attention-deficit hyperactivity disorder, unspecified type	Attention-deficit hyperactivity disorder, unspecified type
ADHD for anxiety	F90.9	Attention-deficit hyperactivity disorder, unspecified type	Attention-deficit hyperactivity disorder, unspecified type
ADHD who was admitted for a laparoscopic gastric	F90.9	Attention-deficit hyperactivity disorder, unspecified type	Attention-deficit hyperactivity disorder, unspecified type
ADHD who was admitted for postoperative	F90.9	Attention-deficit hyperactivity disorder, unspecified type	Attention-deficit hyperactivity disorder, unspecified type
ADHD, Anxiety	F90.9	Attention-deficit hyperactivity disorder, unspecified type	Attention-deficit hyperactivity disorder, unspecified type
adhesions needing bowel resection and bowel	K66.0	Peritoneal adhesions (postprocedural) (postinfection)	Peritoneal adhesions (postprocedural) (postinfection)
adhesions to the distended gallbladder	K82.8	Other specified diseases of gallbladder	Other specified diseases of gallbladder
adnexal pain	N94.89	Oth cond assoc w female genital organs and menstrual cycle	Other specified conditions associated with female genital organs and menstrual cycle
adrenal hemorrhage	E27.49	Other adrenocortical insufficiency	Other adrenocortical insufficiency
adrenal hyperplasia	E27.8	Other specified disorders of adrenal gland	Other specified disorders of adrenal gland
advanced age with mild	R54	Age-related physical debility	Age-related physical debility
Advanced chronic obstructive pulmonary disease	J44.9	Chronic obstructive pulmonary disease, unspecified	Chronic obstructive pulmonary disease, unspecified
advanced CKD	N18.4	Chronic kidney disease, stage 4 (severe)	Chronic kidney disease, stage 4 (severe)
advanced CKD: improved renal	N18.4	Chronic kidney disease, stage 4 (severe)	Chronic kidney disease, stage 4 (severe)
advanced cystitis	N30.90	Cystitis, unspecified without hematuria	Cystitis, unspecified without hematuria
Adverse drug effect	T50.905A	Adverse effect of unsp drug/meds/biol subst, init	Adverse effect of unspecified drugs, medicaments and biological substances, initial encounter
AE CHF	I50.9	Heart failure, unspecified	Heart failure, unspecified
afib	I48.91	Unspecified atrial fibrillation	Unspecified atrial fibrillation
AFib (on warfarin	I48.91	Unspecified atrial fibrillation	Unspecified atrial fibrillation
AFib though cardiac	I48.91	Unspecified atrial fibrillation	Unspecified atrial fibrillation
AFIB uncontrolled	I48.91	Unspecified atrial fibrillation	Unspecified atrial fibrillation
afib w/ slow RVR	I48.0	Paroxysmal atrial fibrillation	Paroxysmal atrial fibrillation
AFib with controlled	I48.91	Unspecified atrial fibrillation	Unspecified atrial fibrillation
AFib with rate uncontrolled	I48.91	Unspecified atrial fibrillation	Unspecified atrial fibrillation
AFib with RVR	I48.0	Paroxysmal atrial fibrillation	Paroxysmal atrial fibrillation
afib with rvr, diarrhea	I48.0	Paroxysmal atrial fibrillation	Paroxysmal atrial fibrillation
Afib, hypothyroidism	I48.91	Unspecified atrial fibrillation	Unspecified atrial fibrillation
Afib, depression	I48.91	Unspecified atrial fibrillation	Unspecified atrial fibrillation
afib, heart	I48.91	Unspecified atrial fibrillation	Unspecified atrial fibrillation
AFib, rateas controlled	I48.91	Unspecified atrial fibrillation	Unspecified atrial fibrillation
Aflutter down to Ventricular	I48.92	Unspecified atrial flutter	Unspecified atrial flutter
aflutter, sinus	I48.92	Unspecified atrial flutter	Unspecified atrial flutter
agitation due to dementia	R45.1	Restlessness and agitation	Restlessness and agitation
Agitation is controlled	R45.1	Restlessness and agitation	Restlessness and agitation
agitation, anxiety	R45.1	Restlessness and agitation	Restlessness and agitation