Split (3)

train · 58.8k rows

docdesc stringlengths 2 165	dxcode stringlengths 3 8	shortdesc stringlengths 5 155	longdesc stringlengths 5 184
Dysgraphia	R27.8	Other lack of coordination	Other lack of coordination
dyslipidemia asthma	E78.5	Hyperlipidemia, unspecified	Hyperlipidemia, unspecified
dyslipidemia carotid	E78.5	Hyperlipidemia, unspecified	Hyperlipidemia, unspecified
dysmetria	R27.8	Other lack of coordination	Other lack of coordination
dyspareunia	N94.10	Unspecified dyspareunia	Unspecified dyspareunia
dysphagia admitted for UTI	N39.0	Urinary tract infection, site not specified	Urinary tract infection, site not specified
Dysphagia due to cerebrovascular accident	R13.10	Dysphagia, unspecified	Dysphagia, unspecified
dysphagia, Pharyngeal	R13.10	Dysphagia, unspecified	Dysphagia, unspecified
dyspnea on exertion which has been persistent	R06.09	Other forms of dyspnea	Other forms of dyspnea
dyspnea secondary to the pneumothorax, congestive heart failure	I50.9	Heart failure, unspecified	Heart failure, unspecified
dyspnea with hypoxia	R06.00	Dyspnea, unspecified	Dyspnea, unspecified
dyspnea yesterday so CXR was done that showed Diffuse interstitial	R06.00	Dyspnea, unspecified	Dyspnea, unspecified
Dyspnea, angina	R06.00	Dyspnea, unspecified	Dyspnea, unspecified
dyspnea, pneumonia	R06.00	Dyspnea, unspecified	Dyspnea, unspecified
Dyspnea, progressive	R06.00	Dyspnea, unspecified	Dyspnea, unspecified
dysuria - urethritis	R30.0	Dysuria	Dysuria
dysuria and abdominal	R30.0	Dysuria	Dysuria
dysuria, constipation.	R30.0	Dysuria	Dysuria
E Coli, left ankle	B96.20	Unsp Escherichia coli as the cause of diseases classd elswhr	Unspecified Escherichia coli [E. coli] as the cause of diseases classified elsewhere
E. coli as well as coagulase-negative Staphylococcus	B96.20	Unsp Escherichia coli as the cause of diseases classd elswhr	Unspecified Escherichia coli [E. coli] as the cause of diseases classified elsewhere
E. coli as well as Proteus	B96.4	Proteus (mirabilis) (morganii) causing dis classd elswhr	Proteus (mirabilis) (morganii) as the cause of diseases classified elsewhere
E. coli Severe sepsis	R65.20	Severe sepsis without septic shock	Severe sepsis without septic shock
E. coli UTI	N39.0	Urinary tract infection, site not specified	Urinary tract infection, site not specified
E. coli with bacteremia	B96.20	Unsp Escherichia coli as the cause of diseases classd elswhr	Unspecified Escherichia coli [E. coli] as the cause of diseases classified elsewhere
E. coli, Streptococcus viridans as well as corynebacterium.	B96.20	Unsp Escherichia coli as the cause of diseases classd elswhr	Unspecified Escherichia coli [E. coli] as the cause of diseases classified elsewhere
E.coli bacteremia	B96.20	Unsp Escherichia coli as the cause of diseases classd elswhr	Unspecified Escherichia coli [E. coli] as the cause of diseases classified elsewhere
E.coli which is likley 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
ear pain, congestion	H92.09	Otalgia, unspecified ear	Otalgia, unspecified ear
ear pain, nasa congestion.	H92.09	Otalgia, unspecified ear	Otalgia, unspecified ear
ear pain, sore throat	H92.09	Otalgia, unspecified ear	Otalgia, unspecified ear
ear pain, sore throat ]	H92.09	Otalgia, unspecified ear	Otalgia, unspecified ear
ear yields otitis media	H66.90	Otitis media, unspecified, unspecified ear	Otitis media, unspecified, unspecified ear
early syphilis	A51.9	Early syphilis, unspecified	Early syphilis, unspecified
ecchymosis on the left knee	R58	Hemorrhage, not elsewhere classified	Hemorrhage, not elsewhere classified
ecchymosis on the upper extremity	R58	Hemorrhage, not elsewhere classified	Hemorrhage, not elsewhere classified
ecchymosis, systemic lupus	R58	Hemorrhage, not elsewhere classified	Hemorrhage, not elsewhere classified
Ecoli ESBL UTI	N39.0	Urinary tract infection, site not specified	Urinary tract infection, site not specified
ecstasy	T43.625A	Adverse effect of amphetamines, initial encounter	Adverse effect of amphetamines, initial encounter
Edema - R hand	R60.9	Edema, unspecified	Edema, unspecified
edema and cord	R60.9	Edema, unspecified	Edema, unspecified
edema around his brain tumor	D49.6	Neoplasm of unspecified behavior of brain	Neoplasm of unspecified behavior of brain
edema around the gallbladder	R60.9	Edema, unspecified	Edema, unspecified
edema as seen in CT chest	R60.9	Edema, unspecified	Edema, unspecified
edema extends to the superficial fascia	R60.9	Edema, unspecified	Edema, unspecified
edema in legs	R60.9	Edema, unspecified	Edema, unspecified
edema in the anterior	R60.9	Edema, unspecified	Edema, unspecified
edema in the calcaneus	R60.9	Edema, unspecified	Edema, unspecified
edema in the distal leg	R60.0	Localized edema	Localized edema
edema in the first web space	R60.9	Edema, unspecified	Edema, unspecified
edema in the legs	R60.0	Localized edema	Localized edema
edema in the lungs	J81.1	Chronic pulmonary edema	Chronic pulmonary edema
edema is noted centered in the central portions of the lungs	J81.1	Chronic pulmonary edema	Chronic pulmonary edema
Edema is noted in the lower legs	R60.0	Localized edema	Localized edema
Edema is seen around the pancreas	R60.9	Edema, unspecified	Edema, unspecified
edema noted in both lower extremities	R60.0	Localized edema	Localized edema
edema noted involving the small bowel as well as the colon	R60.9	Edema, unspecified	Edema, unspecified
edema noted to bilateral legs	R60.0	Localized edema	Localized edema
edema noted to patient lower extremities	R60.9	Edema, unspecified	Edema, unspecified
edema noted to left nares	R60.9	Edema, unspecified	Edema, unspecified
edema of bilateral lower extremities	R60.0	Localized edema	Localized edema
edema of his lower extremities	R60.0	Localized edema	Localized edema
Edema of legs and abdomen	R60.0	Localized edema	Localized edema
edema of the first distal phalanx	R60.9	Edema, unspecified	Edema, unspecified
edema of the legs	R60.0	Localized edema	Localized edema
edema of the left lower extremity	R60.9	Edema, unspecified	Edema, unspecified
edema of the left upper extremity	R60.0	Localized edema	Localized edema
edema of the legs	R60.0	Localized edema	Localized edema
edema of the lower extremity	R60.0	Localized edema	Localized edema
edema of the mesentery	R60.9	Edema, unspecified	Edema, unspecified
edema penis	N48.89	Other specified disorders of penis	Other specified disorders of penis
edema related to ch venous stasis	R60.9	Edema, unspecified	Edema, unspecified
edema seems to be well controlled	R60.9	Edema, unspecified	Edema, unspecified
edema throughout the colon	R60.9	Edema, unspecified	Edema, unspecified
edema throughout the medullary portion of the left	R60.9	Edema, unspecified	Edema, unspecified
edema to her legs	R60.0	Localized edema	Localized edema
edema to leg	R60.0	Localized edema	Localized edema
edema to right foot	R60.9	Edema, unspecified	Edema, unspecified
edema to the left leg	R60.9	Edema, unspecified	Edema, unspecified
edema with more focal	R60.9	Edema, unspecified	Edema, unspecified
edema, hypertension.	R60.9	Edema, unspecified	Edema, unspecified
edema.r extremity	R60.0	Localized edema	Localized edema
Edema:4+ dependent edmea to legs	R60.9	Edema, unspecified	Edema, unspecified
edematous appearance of the colonic mucosa	R60.9	Edema, unspecified	Edema, unspecified
Edematous hypervascular appearance of the right testicle	N44.8	Other noninflammatory disorders of the testis	Other noninflammatory disorders of the testis
edematous plane between the gallbladder and the liver, indicating the diseased gallbladder	R60.9	Edema, unspecified	Edema, unspecified
edematous right palatine tonsil	R60.9	Edema, unspecified	Edema, unspecified
EEG abnormal	R94.01	Abnormal electroencephalogram [EEG]	Abnormal electroencephalogram [EEG]
EEG findings	R94.01	Abnormal electroencephalogram [EEG]	Abnormal electroencephalogram [EEG]
effusion in her left knee	M25.462	Effusion, left knee	Effusion, left knee
elbow replacement	Z96.629	Presence of unspecified artificial elbow joint	Presence of unspecified artificial elbow joint
electrolyte abnormality, renal	E87.8	Oth disorders of electrolyte and fluid balance, NEC	Other disorders of electrolyte and fluid balance, not elsewhere classified
elevated troponin levels and was considered to be related to atrial	R79.89	Other specified abnormal findings of blood chemistry	Other specified abnormal findings of blood chemistry
elevated alkaline phosphatase	R74.8	Abnormal levels of other serum enzymes	Abnormal levels of other serum enzymes
elevated blood pressure reading, headache	R03.0	Elevated blood-pressure reading, w/o diagnosis of htn	Elevated blood-pressure reading, without diagnosis of hypertension
Elevated blood pressure with hypertension	R03.0	Elevated blood-pressure reading, w/o diagnosis of htn	Elevated blood-pressure reading, without diagnosis of hypertension
elevated bp today at therapy	R03.0	Elevated blood-pressure reading, w/o diagnosis of htn	Elevated blood-pressure reading, without diagnosis of hypertension
Elevated CPK secondary to the cocaine use	R74.8	Abnormal levels of other serum enzymes	Abnormal levels of other serum enzymes
elevated creatinine as well as elevated liver	R94.4	Abnormal results of kidney function studies	Abnormal results of kidney function studies
elevated creatinine hypertension	R94.4	Abnormal results of kidney function studies	Abnormal results of kidney function studies
elevated LFTs	R94.5	Abnormal results of liver function studies	Abnormal results of liver function studies

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.