Split (3)

train · 58.8k rows

docdesc stringlengths 2 165	dxcode stringlengths 3 8	shortdesc stringlengths 5 155	longdesc stringlengths 5 184
Left renal agenesis	Q60.2	Renal agenesis, unspecified	Renal agenesis, unspecified
Left Renal artery stenosis	I70.1	Atherosclerosis of renal artery	Atherosclerosis of renal artery
left renal infarct	N28.0	Ischemia and infarction of kidney	Ischemia and infarction of kidney
left retrocardiac opacity- pneumonia	J18.9	Pneumonia, unspecified organism	Pneumonia, unspecified organism
left sacral/buttock decubitus ulcer	L89.329	Pressure ulcer of left buttock, unspecified stage	Pressure ulcer of left buttock, unspecified stage
Left scrotal necrotizing fasciitis	M72.6	Necrotizing fasciitis	Necrotizing fasciitis
Left second toe diabetic foot ulcer	E11.621	Type 2 diabetes mellitus with foot ulcer	Type 2 diabetes mellitus with foot ulcer
Left second toe gangrene secondary to the vascular insufficiency	I96	Gangrene, not elsewhere classified	Gangrene, not elsewhere classified
left serous otitis media	H65.92	Unspecified nonsuppurative otitis media, left ear	Unspecified nonsuppurative otitis media, left ear
left shin laceration	S38.3XXA	Transection (partial) of abdomen, initial encounter	Transection (partial) of abdomen, initial encounter
left shoulder arthritis	M19.012	Primary osteoarthritis, left shoulder	Primary osteoarthritis, left shoulder
Left Shoulder Lesion	M75.92	Shoulder lesion, unspecified, left shoulder	Shoulder lesion, unspecified, left shoulder
left shoulder lipoma	D17.9	Benign lipomatous neoplasm, unspecified	Benign lipomatous neoplasm, unspecified
left shoulder pain secondary to osteoarthritis	M19.012	Primary osteoarthritis, left shoulder	Primary osteoarthritis, left shoulder
Left shoulder replacement	Z96.612	Presence of left artificial shoulder joint	Presence of left artificial shoulder joint
Left side facial shingles	B02.9	Zoster without complications	Zoster without complications
left side kidney stone	Z87.442	Personal history of urinary calculi	Personal history of urinary calculi
Left side lung cancer	C34.12	Malignant neoplasm of upper lobe, left bronchus or lung	Malignant neoplasm of upper lobe, left bronchus or lung
left side ovarian cyst	N83.202	Unspecified ovarian cyst, left side	Unspecified ovarian cyst, left side
left side pleuritic chest pain	R07.81	Pleurodynia	Pleurodynia
left side pneumoconiosis	J64	Unspecified pneumoconiosis	Unspecified pneumoconiosis
left sided paresthesia	R20.2	Paresthesia of skin	Paresthesia of skin
left sided perianal fistula	K60.3	Anal fistula	Anal fistula
left sided sharp chest discomfort	R07.89	Other chest pain	Other chest pain
Left temporal lobe hematoma secondary to fall and trauma	W19.XXXA	Unspecified fall, initial encounter	Unspecified fall, initial encounter
left there is a small nonocclusive thrombus	I82.90	Acute embolism and thrombosis of unspecified vein	Acute embolism and thrombosis of unspecified vein
Left thigh pain	M79.652	Pain in left thigh	Pain in left thigh
left thigh was done which show myositis	M60.9	Myositis, unspecified	Myositis, unspecified
left third finger distal phalanx laceration	S38.3XXA	Transection (partial) of abdomen, initial encounter	Transection (partial) of abdomen, initial encounter
Left thumb infected dog bite	A28.0	Pasteurellosis	Pasteurellosis
Left thumb pain	M79.645	Pain in left finger(s)	Pain in left finger(s)
Left thumb proximal phalanx closed displaced fracture	S62.512A	Disp fx of proximal phalanx of left thumb, init for clos fx	Displaced fracture of proximal phalanx of left thumb, initial encounter for closed fracture
left tibial thrombus	I82.90	Acute embolism and thrombosis of unspecified vein	Acute embolism and thrombosis of unspecified vein
left toe ulcers	L97.529	Non-pressure chronic ulcer oth prt left foot w unsp severity	Non-pressure chronic ulcer of other part of left foot with unspecified severity
left trigeminal neuralgia	G50.0	Trigeminal neuralgia	Trigeminal neuralgia
Left trochanteric bone biopsy culture 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
left upper dental pain	K08.9	Disorder of teeth and supporting structures, unspecified	Disorder of teeth and supporting structures, unspecified
LEFT UPPER EXTREMITY DOPPLER ULTRASOUND EXAMINATION FOR DVT	I82.409	Acute embolism and thombos unsp deep vn unsp lower extremity	Acute embolism and thrombosis of unspecified deep veins of unspecified lower extremity
left upper extremity hemiparesis	G81.90	Hemiplegia, unspecified affecting unspecified side	Hemiplegia, unspecified affecting unspecified side
left upper extremity MRSA infection	Z86.14	Personal history of methicillin resis staph infection	Personal history of Methicillin resistant Staphylococcus aureus infection
LEFT UPPER EXTREMITY: Thrombus is seen around the axillary vein	I82.A12	Acute embolism and thrombosis of left axillary vein	Acute embolism and thrombosis of left axillary vein
Left upper hip- leg pain	M79.606	Pain in leg, unspecified	Pain in leg, unspecified
left upper lung nodule	R91.1	Solitary pulmonary nodule	Solitary pulmonary nodule
left upper neck pain	M54.2	Cervicalgia	Cervicalgia
Left upper thigh cellulitis due to methicillin-resistant Staphylococcus aureus	L03.119	Cellulitis of unspecified part of limb	Cellulitis of unspecified part of limb
left urinary obstruction	N13.9	Obstructive and reflux uropathy, unspecified	Obstructive and reflux uropathy, unspecified
Left UVJ Renal Stone	N20.0	Calculus of kidney	Calculus of kidney
left wrist drop	M21.332	Wrist drop, left wrist	Wrist drop, left wrist
left-sided abdominal pain	R10.9	Unspecified abdominal pain	Unspecified abdominal pain
left-sided abdominal pain radiating down to the groin	R10.9	Unspecified abdominal pain	Unspecified abdominal pain
left-sided breast pain	N64.4	Mastodynia	Mastodynia
left-sided cerebrovascular accident	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
left-sided chest pain	R07.89	Other chest pain	Other chest pain
Left-sided chest pain and shortness of breath secondary to pulmonary	R06.02	Shortness of breath	Shortness of breath
left-sided chest pain, which is diagnosed as musculoskeletal	R07.89	Other chest pain	Other chest pain
left-sided CVA	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
left-sided dental abscess	K04.7	Periapical abscess without sinus	Periapical abscess without sinus
left-sided facial droop	R29.810	Facial weakness	Facial weakness
left-sided lung infiltrate	R91.8	Other nonspecific abnormal finding of lung field	Other nonspecific abnormal finding of lung field
left-sided neck pain	M54.2	Cervicalgia	Cervicalgia
left-sided pneumothorax	J93.9	Pneumothorax, unspecified	Pneumothorax, unspecified
left-sided pyelitis	N12	Tubulo-interstitial nephritis, not spcf as acute or chronic	Tubulo-interstitial nephritis, not specified as acute or chronic
Left-sided spontaneous pneumothorax	Z87.09	Personal history of other diseases of the respiratory system	Personal history of other diseases of the respiratory system
left-sided upper back pain	M54.6	Pain in thoracic spine	Pain in thoracic spine
Leg cellulitis	L03.119	Cellulitis of unspecified part of limb	Cellulitis of unspecified part of limb
leg ain	K62.82	Dysplasia of anus	Dysplasia of anus
leg and abdominal wall cellulitis	L03.311	Cellulitis of abdominal wall	Cellulitis of abdominal wall
leg being swollen	M79.89	Other specified soft tissue disorders	Other specified soft tissue disorders
leg edema	P83.30	Unspecified edema specific to newborn	Unspecified edema specific to newborn
leg edema	R60.0	Localized edema	Localized edema
leg grew Staphylococcus	Z16.11	Resistance to penicillins	Resistance to penicillins
leg has been more swollen	M79.89	Other specified soft tissue disorders	Other specified soft tissue disorders
leg like increased swelling	M79.89	Other specified soft tissue disorders	Other specified soft tissue disorders
leg neuropathy	G57.90	Unspecified mononeuropathy of unspecified lower limb	Unspecified mononeuropathy of unspecified lower limb
leg pain and body	M79.606	Pain in leg, unspecified	Pain in leg, unspecified
leg pain bu tno sign of fracture	M79.606	Pain in leg, unspecified	Pain in leg, unspecified
leg pain secondary to large tumor	M79.606	Pain in leg, unspecified	Pain in leg, unspecified
leg pain w/arterial occlusion (RLE	M79.606	Pain in leg, unspecified	Pain in leg, unspecified
leg pain, infection	M79.606	Pain in leg, unspecified	Pain in leg, unspecified
leg swelling with pain	M79.89	Other specified soft tissue disorders	Other specified soft tissue disorders
leg swelling, calf	M79.89	Other specified soft tissue disorders	Other specified soft tissue disorders
leg swelling, veins	M79.89	Other specified soft tissue disorders	Other specified soft tissue disorders
Legally blind: secondary to diabetes	H54.8	Legal blindness, as defined in USA	Legal blindness, as defined in USA
legs are swollen	M79.89	Other specified soft tissue disorders	Other specified soft tissue disorders
legs are getting swollen	M79.89	Other specified soft tissue disorders	Other specified soft tissue disorders
legs have been swelling	M79.89	Other specified soft tissue disorders	Other specified soft tissue disorders
legs have been swollen	M79.89	Other specified soft tissue disorders	Other specified soft tissue disorders
lesion in brain	G93.9	Disorder of brain, unspecified	Disorder of brain, unspecified
lesion in the anterior left lobe liver	K76.9	Liver disease, unspecified	Liver disease, unspecified
lesion plantar head first metatarsal left foot	G57.60	Lesion of plantar nerve, unspecified lower limb	Lesion of plantar nerve, unspecified lower limb
lesion plantar lateral head R foot	G57.60	Lesion of plantar nerve, unspecified lower limb	Lesion of plantar nerve, unspecified lower limb
lesion within the liver	K76.9	Liver disease, unspecified	Liver disease, unspecified
leukemoid reaction	D72.823	Leukemoid reaction	Leukemoid reaction
Leukocytosis likely from cellulitis	D72.829	Elevated white blood cell count, unspecified	Elevated white blood cell count, unspecified
leukocytosis (UTI	N39.0	Urinary tract infection, site not specified	Urinary tract infection, site not specified
Leukocytosis - on steroids	D72.829	Elevated white blood cell count, unspecified	Elevated white blood cell count, unspecified
leukocytosis after acute	D72.829	Elevated white blood cell count, unspecified	Elevated white blood cell count, unspecified
Leukocytosis Anemia	D72.829	Elevated white blood cell count, unspecified	Elevated white blood cell count, unspecified
Leukocytosis from sepsis	D72.829	Elevated white blood cell count, unspecified	Elevated white blood cell count, unspecified
Leukocytosis likely due to otitis media	D72.829	Elevated white blood cell count, unspecified	Elevated white blood cell count, 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.