Split (3)

train · 58.8k rows

docdesc stringlengths 2 165	dxcode stringlengths 3 8	shortdesc stringlengths 5 155	longdesc stringlengths 5 184
left foot drop	M21.372	Foot drop, left foot	Foot drop, left foot
Left foot first _____ infection	L08.9	Local infection of the skin and subcutaneous tissue, unsp	Local infection of the skin and subcutaneous tissue, unspecified
left foot fourth and fifth toe gangrene	I96	Gangrene, not elsewhere classified	Gangrene, not elsewhere classified
Left foot hallux valgus deformity	M20.12	Hallux valgus (acquired), left foot	Hallux valgus (acquired), left foot
Left foot MPJ abscess	L02.612	Cutaneous abscess of left foot	Cutaneous abscess of left foot
Left foot osteomyelitis due to a drug-resistant Klebsiella	B96.1	Klebsiella pneumoniae as the cause of diseases classd elswhr	Klebsiella pneumoniae [K. pneumoniae] as the cause of diseases classified elsewhere
Left foot osteomyelitis due to Enterobacter cloacae	B96.89	Oth bacterial agents as the cause of diseases classd elswhr	Other specified bacterial agents as the cause of diseases classified elsewhere
Left foot osteomyelitis due to Enterobacter cloacae	M86.8X7	Other osteomyelitis, ankle and foot	Other osteomyelitis, ankle and foot
left foot osteomyelitis due to MRSA and Pseudomonas aeruginosa	B96.5	Pseudomonas (mallei) causing diseases classd elswhr	Pseudomonas (aeruginosa) (mallei) (pseudomallei) as the cause of diseases classified elsewhere
Left foot pain	M79.672	Pain in left foot	Pain in left foot
left foot second and third toe osteomyelitis	M86.9	Osteomyelitis, unspecified	Osteomyelitis, unspecified
left foot 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 frontal and parietal stroke	I63.9	Cerebral infarction, unspecified	Cerebral infarction, unspecified
left frontal subdural hematoma	I62.00	Nontraumatic subdural hemorrhage, unspecified	Nontraumatic subdural hemorrhage, unspecified
Left gluteal and perineal abscess	L02.31	Cutaneous abscess of buttock	Cutaneous abscess of buttock
left gluteal cellulitis	L03.317	Cellulitis of buttock	Cellulitis of buttock
left great toe for osteomyelitis	M86.9	Osteomyelitis, unspecified	Osteomyelitis, unspecified
left hand as it was somewhat swollen	M79.89	Other specified soft tissue disorders	Other specified soft tissue disorders
left hand as well as left posterior elbow swelling	M79.89	Other specified soft tissue disorders	Other specified soft tissue disorders
left hand contusion	S60.222A	Contusion of left hand, initial encounter	Contusion of left hand, initial encounter
Left hand middle finger trigger	M65.332	Trigger finger, left middle finger	Trigger finger, left middle finger
left hand/arm pain	M79.642	Pain in left hand	Pain in left hand
Left heel decubitus ulcer	L89.629	Pressure ulcer of left heel, unspecified stage	Pressure ulcer of left heel, unspecified stage
left hip arthroplasty infection	M00.9	Pyogenic arthritis, unspecified	Pyogenic arthritis, unspecified
Left hip avascular necrosis	M87.9	Osteonecrosis, unspecified	Osteonecrosis, unspecified
left hydrocele	N43.2	Other hydrocele	Other hydrocele
left hydrosalpinx	N70.11	Chronic salpingitis	Chronic salpingitis
left ilium/sacrum for osteomyelitis	M86.9	Osteomyelitis, unspecified	Osteomyelitis, unspecified
left index finger pain	M79.645	Pain in left finger(s)	Pain in left finger(s)
left inguinal hernia containing sigmoid colon	K40.90	Unil inguinal hernia, w/o obst or gangr, not spcf as recur	Unilateral inguinal hernia, without obstruction or gangrene, not specified as recurrent
left inguinal hernia postsurgical	K40.90	Unil inguinal hernia, w/o obst or gangr, not spcf as recur	Unilateral inguinal hernia, without obstruction or gangrene, not specified as recurrent
left ischial decubitus	L89.90	Pressure ulcer of unspecified site, unspecified stage	Pressure ulcer of unspecified site, unspecified stage
left ischial decubitus ulcer	L89.90	Pressure ulcer of unspecified site, unspecified stage	Pressure ulcer of unspecified site, unspecified stage
left ischial osteomyelitis	M86.9	Osteomyelitis, unspecified	Osteomyelitis, unspecified
Left ischial wound infection	S71.002A	Unspecified open wound, left hip, initial encounter	Unspecified open wound, left hip, initial encounter
left ischial wound, which is extending into the perianal	S71.002A	Unspecified open wound, left hip, initial encounter	Unspecified open wound, left hip, initial encounter
Left Ishial wound dehiscence	T81.30XA	Disruption of wound, unspecified, initial encounter	Disruption of wound, unspecified, initial encounter
left itchy	L29.9	Pruritus, unspecified	Pruritus, unspecified
left kidney infection	N15.9	Renal tubulo-interstitial disease, unspecified	Renal tubulo-interstitial disease, unspecified
left kidney stone	Z87.442	Personal history of urinary calculi	Personal history of urinary calculi
left kidney stones	N20.0	Calculus of kidney	Calculus of kidney
left knee (chronic osteomyelitis	M86.60	Other chronic osteomyelitis, unspecified site	Other chronic osteomyelitis, unspecified site
left knee abrasion	S80.212A	Abrasion, left knee, initial encounter	Abrasion, left knee, initial encounter
left knee and she also has leg edema	R60.0	Localized edema	Localized edema
Left knee arthrofibrosis	M24.60	Ankylosis, unspecified joint	Ankylosis, unspecified joint
Left knee arthroplasty infection due to Pseudomonas	M00.9	Pyogenic arthritis, unspecified	Pyogenic arthritis, unspecified
Left knee cellulitis	L03.90	Cellulitis, unspecified	Cellulitis, unspecified
Left knee gout	M10.062	Idiopathic gout, left knee	Idiopathic gout, left knee
left knee minimal pain	M25.562	Pain in left knee	Pain in left knee
Left knee osteoarthritis	M17.9	Osteoarthritis of knee, unspecified	Osteoarthritis of knee, unspecified
left knee osteomyelitis	Z87.39	Personal history of diseases of the ms sys and conn tiss	Personal history of other diseases of the musculoskeletal system and connective tissue
left knee patellar fracture	S82.009A	Unsp fracture of unsp patella, init for clos fx	Unspecified fracture of unspecified patella, initial encounter for closed fracture
Left knee revision arthroplasty infection likely due to methicillin-resistant Staphylococcus aureus	M00.9	Pyogenic arthritis, unspecified	Pyogenic arthritis, unspecified
left knee septic arthritis from MRSA	M00.862	Arthritis due to other bacteria, left knee	Arthritis due to other bacteria, left knee
left knee trauma from the fall	W19.XXXA	Unspecified fall, initial encounter	Unspecified fall, initial encounter
left knee valgus deformity	M21.062	Valgus deformity, not elsewhere classified, left knee	Valgus deformity, not elsewhere classified, left knee
left knee varus deformity	M21.162	Varus deformity, not elsewhere classified, left knee	Varus deformity, not elsewhere classified, left knee
left knee wound dehiscence from the prior surgery	T81.30XA	Disruption of wound, unspecified, initial encounter	Disruption of wound, unspecified, initial encounter
left knee] Infection	M00.9	Pyogenic arthritis, unspecified	Pyogenic arthritis, unspecified
left LE edema	R60.9	Edema, unspecified	Edema, unspecified
left leg and knee pain	M79.605	Pain in left leg	Pain in left leg
left leg cellulitis, likely due to either a strep	A49.1	Streptococcal infection, unspecified site	Streptococcal infection, unspecified site
Left leg deep venous thrombosis	Z86.718	Personal history of other venous thrombosis and embolism	Personal history of other venous thrombosis and embolism
left leg neuropathic pain	M79.2	Neuralgia and neuritis, unspecified	Neuralgia and neuritis, unspecified
Left leg swollen	M79.89	Other specified soft tissue disorders	Other specified soft tissue disorders
left limb pain	M79.609	Pain in unspecified limb	Pain in unspecified limb
left loculated parapneumonic pleural effusion	J90	Pleural effusion, not elsewhere classified	Pleural effusion, not elsewhere classified
Left loculated pleural effusion	J90	Pleural effusion, not elsewhere classified	Pleural effusion, not elsewhere classified
left lower abdominal pain	R10.32	Left lower quadrant pain	Left lower quadrant pain
left lower back pressure ulcer	L89.149	Pressure ulcer of left lower back, unspecified stage	Pressure ulcer of left lower back, unspecified stage
Left Lower Extremity Extensive 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 lower extremity ischemia	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 Lower Extremity Leiomyosarcoma	C76.52	Malignant neoplasm of left lower limb	Malignant neoplasm of left lower limb
left lower extremity neuropathy	G62.9	Polyneuropathy, unspecified	Polyneuropathy, unspecified
left lower extremity venous Doppler sonogram for deep venous thrombosis	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 lower flank pain	R10.9	Unspecified abdominal pain	Unspecified abdominal pain
Left lower lobe bronchiectasis	J47.9	Bronchiectasis, uncomplicated	Bronchiectasis, uncomplicated
left lower lobe opacity, likely due to atelectasis	J98.11	Atelectasis	Atelectasis
Left lower lobe pulmonary embolism	I26.99	Other pulmonary embolism without acute cor pulmonale	Other pulmonary embolism without acute cor pulmonale
left lower lobe segmental pulmonary embolism	I26.99	Other pulmonary embolism without acute cor pulmonale	Other pulmonary embolism without acute cor pulmonale
Left lower lung abscess	J85.2	Abscess of lung without pneumonia	Abscess of lung without pneumonia
Left lower lung pneumonia secondary to COVID-19 infection	J18.9	Pneumonia, unspecified organism	Pneumonia, unspecified organism
Left Lower Pole Renal Stones	N20.0	Calculus of kidney	Calculus of kidney
left lower quadrant abdominal pain radiating to groin	R10.32	Left lower quadrant pain	Left lower quadrant pain
Left lung atelectasis due to mucus plug	J98.11	Atelectasis	Atelectasis
left lung infiltration	R91.8	Other nonspecific abnormal finding of lung field	Other nonspecific abnormal finding of lung field
Left Middle Finger Infection	L08.9	Local infection of the skin and subcutaneous tissue, unsp	Local infection of the skin and subcutaneous tissue, unspecified
left nasal fracture	S02.2XXA	Fracture of nasal bones, init encntr for closed fracture	Fracture of nasal bones, initial encounter for closed fracture
Left neck and shoulder pain	M54.2	Cervicalgia	Cervicalgia
left neck laceration	S38.3XXA	Transection (partial) of abdomen, initial encounter	Transection (partial) of abdomen, initial encounter
left nephrostomy	Z93.6	Other artificial openings of urinary tract status	Other artificial openings of urinary tract status
LEFT OTITIS	H66.90	Otitis media, unspecified, unspecified ear	Otitis media, unspecified, unspecified ear
Left parenchymal predominantly L4-L5 disc protrusion	M51.26	Other intervertebral disc displacement, lumbar region	Other intervertebral disc displacement, lumbar region
left pleural effusion Moderate	J90	Pleural effusion, not elsewhere classified	Pleural effusion, not elsewhere classified
left pleural effusion and interstitial	J90	Pleural effusion, not elsewhere classified	Pleural effusion, not elsewhere classified
left pleural effusion with mild	J90	Pleural effusion, not elsewhere classified	Pleural effusion, not elsewhere classified
Left posterior ankle/heel pressure ulcer	L89.609	Pressure ulcer of unspecified heel, unspecified stage	Pressure ulcer of unspecified heel, unspecified stage
Left posterior forearm cellulitis	L03.90	Cellulitis, unspecified	Cellulitis, unspecified
left precordial pain	R07.2	Precordial pain	Precordial pain
left psoas abscess	K68.12	Psoas muscle abscess	Psoas muscle abscess

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.