Split (3)

train · 58.8k rows

docdesc stringlengths 2 165	dxcode stringlengths 3 8	shortdesc stringlengths 5 155	longdesc stringlengths 5 184
vomiting, most likely sinusitis	R11.10	Vomiting, unspecified	Vomiting, unspecified
VSD	Q21.0	Ventricular septal defect	Ventricular septal defect
warfarin at home for AFib	I48.91	Unspecified atrial fibrillation	Unspecified atrial fibrillation
warfarin therapy	Z79.01	Long term (current) use of anticoagulants	Long term (current) use of anticoagulants
weal throat	K03.0	Excessive attrition of teeth	Excessive attrition of teeth
Weber syndrome	G46.3	Brain stem stroke syndrome	Brain stem stroke syndrome
wedge-shaped area of diminished enhancement along the posterior aspect of the upper	M81.0	Age-related osteoporosis w/o current pathological fracture	Age-related osteoporosis without current pathological fracture
wedge-shaped peripheral	M81.0	Age-related osteoporosis w/o current pathological fracture	Age-related osteoporosis without current pathological fracture
Wenckebach phenomenon	I44.1	Atrioventricular block, second degree	Atrioventricular block, second degree
Wernicke-Korsakoff syndrome	F04	Amnestic disorder due to known physiological condition	Amnestic disorder due to known physiological condition
Wheeze	R06.2	Wheezing	Wheezing
wheezes	R06.2	Wheezing	Wheezing
Wilson's disease	E83.01	Wilson's disease	Wilson's disease
withdrawal -0 tachycardic	R00.0	Tachycardia, unspecified	Tachycardia, unspecified
withdrawal as the patient was a daily 2 beer drinker	I42.6	Alcoholic cardiomyopathy	Alcoholic cardiomyopathy
withdrawal.Had COVID	U07.1	COVID-19	COVID-19
worry abourt her head	Z71.1	Person w feared hlth complaint in whom no diagnosis is made	Person with feared health complaint in whom no diagnosis is made
wound after a fall	W19.XXXA	Unspecified fall, initial encounter	Unspecified fall, initial encounter
wound at the hernia	K46.9	Unspecified abdominal hernia without obstruction or gangrene	Unspecified abdominal hernia without obstruction or gangrene
Wound bed has good granulation tissue	L92.9	Granulomatous disorder of the skin, subcu, unsp	Granulomatous disorder of the skin and subcutaneous tissue, unspecified
wound culture grew ESBL 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
wound culture grew MRSA	B95.62	Methicillin resis staph infct causing diseases classd elswhr	Methicillin resistant Staphylococcus aureus infection as the cause of diseases classified elsewhere
wound culture grew Staph aureus	B95.61	Methicillin suscep staph infct causing dis classd elswhr	Methicillin susceptible Staphylococcus aureus infection as the cause of diseases classified elsewhere
Wound culture grew Staphylococcus	Z16.11	Resistance to penicillins	Resistance to penicillins
wound culture growing vancomycin-resistant	Z16.21	Resistance to vancomycin	Resistance to vancomycin
Wound cultures grew MRSA	B95.62	Methicillin resis staph infct causing diseases classd elswhr	Methicillin resistant Staphylococcus aureus infection as the cause of diseases classified elsewhere
wound cultures which were sent did show methicillin-sensitive Staph aureus	B95.61	Methicillin suscep staph infct causing dis classd elswhr	Methicillin susceptible Staphylococcus aureus infection as the cause of diseases classified elsewhere
wound decubitus ulcer	L89.90	Pressure ulcer of unspecified site, unspecified stage	Pressure ulcer of unspecified site, unspecified stage
Wound Description: 2.5 cm irregular laceration	S38.3XXA	Transection (partial) of abdomen, initial encounter	Transection (partial) of abdomen, initial encounter
Wound Description: 2.5 cm linear laceration	S38.3XXA	Transection (partial) of abdomen, initial encounter	Transection (partial) of abdomen, initial encounter
Wound Description: 3.5 cm linear laceration	S38.3XXA	Transection (partial) of abdomen, initial encounter	Transection (partial) of abdomen, initial encounter
Wound Description: 4 cm linear laceration	S38.3XXA	Transection (partial) of abdomen, initial encounter	Transection (partial) of abdomen, initial encounter
wound grew MRSA	B95.62	Methicillin resis staph infct causing diseases classd elswhr	Methicillin resistant Staphylococcus aureus infection as the cause of diseases classified elsewhere
wound grew Staphylococcus	Z16.11	Resistance to penicillins	Resistance to penicillins
wound growing pseudomonas	B96.5	Pseudomonas (mallei) causing diseases classd elswhr	Pseudomonas (aeruginosa) (mallei) (pseudomallei) as the cause of diseases classified elsewhere
wound is growing MRSA	B95.62	Methicillin resis staph infct causing diseases classd elswhr	Methicillin resistant Staphylococcus aureus infection as the cause of diseases classified elsewhere
wound plus cellulitis	L03.90	Cellulitis, unspecified	Cellulitis, unspecified
wound site did show Pseudomonas aeruginosa	B96.5	Pseudomonas (mallei) causing diseases classd elswhr	Pseudomonas (aeruginosa) (mallei) (pseudomallei) as the cause of diseases classified elsewhere
wound with cellulitis with diabetic foot	L03.90	Cellulitis, unspecified	Cellulitis, unspecified
wrist and knee give pain	M25.569	Pain in unspecified knee	Pain in unspecified knee
wrist and hand given pain	M25.539	Pain in unspecified wrist	Pain in unspecified wrist
wrist drop	M21.339	Wrist drop, unspecified wrist	Wrist drop, unspecified wrist
wrist ganglion	M67.439	Ganglion, unspecified wrist	Ganglion, unspecified wrist
wrist that is painful	M25.539	Pain in unspecified wrist	Pain in unspecified wrist
yeast infection especially on the oral cavity	B37.9	Candidiasis, unspecified	Candidiasis, unspecified
yeast infection, candidiasis	B37.9	Candidiasis, unspecified	Candidiasis, unspecified
Zoster rash	R21	Rash and other nonspecific skin eruption	Rash and other nonspecific skin eruption
zyprexa	T43.591A	Poisoning by oth antipsychot/neurolept, accidental, init	Poisoning by other antipsychotics and neuroleptics, accidental (unintentional), initial encounter
zyprexa	T43.592A	Poisoning by oth antipsychot/neurolept, self-harm, init	Poisoning by other antipsychotics and neuroleptics, intentional self-harm, initial encounter
10 weeks IUP	Z3A.10	10 weeks gestation of pregnancy	10 weeks gestation of pregnancy
10 wks pregnant	Z3A.10	10 weeks gestation of pregnancy	10 weeks gestation of pregnancy
11 wks pregnant	Z3A.11	11 weeks gestation of pregnancy	11 weeks gestation of pregnancy
12 weeks gestation of pregnancy	Z3A.12	12 weeks gestation of pregnancy	12 weeks gestation of pregnancy
12 weeks gestational age	Z3A.12	12 weeks gestation of pregnancy	12 weeks gestation of pregnancy
16 weeks pregnant	Z3A.16	16 weeks gestation of pregnancy	16 weeks gestation of pregnancy
18 week IUP	Z3A.18	18 weeks gestation of pregnancy	18 weeks gestation of pregnancy
20 weeks pregnant	Z3A.20	20 weeks gestation of pregnancy	20 weeks gestation of pregnancy
20 wks pregnant	Z3A.20	20 weeks gestation of pregnancy	20 weeks gestation of pregnancy
21 weeks gestation of pregnancy	Z3A.21	21 weeks gestation of pregnancy	21 weeks gestation of pregnancy
21WEEKS PREGNANT	Z3A.21	21 weeks gestation of pregnancy	21 weeks gestation of pregnancy
26 weeks pregnant	Z3A.26	26 weeks gestation of pregnancy	26 weeks gestation of pregnancy
26wks pregnant	Z3A.26	26 weeks gestation of pregnancy	26 weeks gestation of pregnancy
28 week IUP	Z3A.28	28 weeks gestation of pregnancy	28 weeks gestation of pregnancy
28wks pregnant	Z3A.28	28 weeks gestation of pregnancy	28 weeks gestation of pregnancy
2nd degree burn L thigh	T24.119A	Burn of first degree of unspecified thigh, initial encounter	Burn of first degree of unspecified thigh, initial encounter
3-4 WEEKS PREGNANT	Z3A.01	Less than 8 weeks gestation of pregnancy	Less than 8 weeks gestation of pregnancy
32 weeks pregnant	Z3A.32	32 weeks gestation of pregnancy	32 weeks gestation of pregnancy
34 weeks gestation of pregnancy	Z3A.34	34 weeks gestation of pregnancy	34 weeks gestation of pregnancy
36 weeks gestation	Z3A.36	36 weeks gestation of pregnancy	36 weeks gestation of pregnancy
39 wks IUP	Z3A.39	39 weeks gestation of pregnancy	39 weeks gestation of pregnancy
39 wks pregnant	Z3A.39	39 weeks gestation of pregnancy	39 weeks gestation of pregnancy
4 months gestational Age	Z3A.16	16 weeks gestation of pregnancy	16 weeks gestation of pregnancy
4 months pregnant	Z3A.16	16 weeks gestation of pregnancy	16 weeks gestation of pregnancy
6 months pregnant	Z3A.24	24 weeks gestation of pregnancy	24 weeks gestation of pregnancy
6 wk and 0 day IUP	Z3A.01	Less than 8 weeks gestation of pregnancy	Less than 8 weeks gestation of pregnancy
7 months pregnant	Z3A.27	27 weeks gestation of pregnancy	27 weeks gestation of pregnancy
7 week IUP	Z3A.01	Less than 8 weeks gestation of pregnancy	Less than 8 weeks gestation of pregnancy
7 weeks pregnant	Z3A.27	27 weeks gestation of pregnancy	27 weeks gestation of pregnancy
8-10 weeks pregnant	Z3A.08	8 weeks gestation of pregnancy	8 weeks gestation of pregnancy
8months gestation	Z3A.32	32 weeks gestation of pregnancy	32 weeks gestation of pregnancy
9 weeks pregnancy	Z3A.09	9 weeks gestation of pregnancy	9 weeks gestation of pregnancy
a fib	I48.91	Unspecified atrial fibrillation	Unspecified atrial fibrillation
a fib - rate controlled	I48.91	Unspecified atrial fibrillation	Unspecified atrial fibrillation
A fib w/RVR	I48.91	Unspecified atrial fibrillation	Unspecified atrial fibrillation
A fib with RVR	I48.91	Unspecified atrial fibrillation	Unspecified atrial fibrillation
A fib with tachycardia	I48.91	Unspecified atrial fibrillation	Unspecified atrial fibrillation
A-FIB W- RVR	I48.0	Paroxysmal atrial fibrillation	Paroxysmal atrial fibrillation
A-Fib, Right adrenal	I48.91	Unspecified atrial fibrillation	Unspecified atrial fibrillation
AAA	I71.4	Abdominal aortic aneurysm, without rupture	Abdominal aortic aneurysm, without rupture
abd wall abscess	L02.211	Cutaneous abscess of abdominal wall	Cutaneous abscess of abdominal wall
abdomen = ascites	R18.8	Other ascites	Other ascites
abdomen also reveal a lymphadenopathy	R59.1	Generalized enlarged lymph nodes	Generalized enlarged lymph nodes
abdomen and pelvis showed diverticulosis	K57.30	Dvrtclos of lg int w/o perforation or abscess w/o bleeding	Diverticulosis of large intestine without perforation or abscess without bleeding
abdomen and pelvis confirmed appendicitis	K37	Unspecified appendicitis	Unspecified appendicitis
abdomen and pelvis revealed finding of pyelonephritis	N12	Tubulo-interstitial nephritis, not spcf as acute or chronic	Tubulo-interstitial nephritis, not specified as acute or chronic
abdomen and pelvis suggested acute cholecystitis	K81.0	Acute cholecystitis	Acute cholecystitis
abdomen and pelvis which shows extensive lymphadenopathy	R59.1	Generalized enlarged lymph nodes	Generalized enlarged lymph nodes
abdomen and pelvis which was done had shown a pneumoperitoneum	K66.8	Other specified disorders of peritoneum	Other specified disorders of peritoneum
abdomen Anemia	D64.9	Anemia, unspecified	Anemia, unspecified
abdomen distension	R14.0	Abdominal distension (gaseous)	Abdominal distension (gaseous)

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.