docdesc stringlengths 2 165 | dxcode stringlengths 3 8 | shortdesc stringlengths 5 155 | longdesc stringlengths 5 184 |
|---|---|---|---|
laceration noted wound | S38.3XXA | Transection (partial) of abdomen, initial encounter | Transection (partial) of abdomen, initial encounter |
laceration of right ring finger | S38.3XXA | Transection (partial) of abdomen, initial encounter | Transection (partial) of abdomen, initial encounter |
laceration of the right side of the head | S38.3XXA | Transection (partial) of abdomen, initial encounter | Transection (partial) of abdomen, initial encounter |
laceration on her right ear | S01.311A | Laceration without foreign body of right ear, init encntr | Laceration without foreign body of right ear, initial encounter |
laceration on his lip and chin | S38.3XXA | Transection (partial) of abdomen, initial encounter | Transection (partial) of abdomen, initial encounter |
laceration on the dorsal left | S38.3XXA | Transection (partial) of abdomen, initial encounter | Transection (partial) of abdomen, initial encounter |
Laceration palm | S38.3XXA | Transection (partial) of abdomen, initial encounter | Transection (partial) of abdomen, initial encounter |
LACERATION R OLECRANON | S38.3XXA | Transection (partial) of abdomen, initial encounter | Transection (partial) of abdomen, initial encounter |
laceration to head | S38.3XXA | Transection (partial) of abdomen, initial encounter | Transection (partial) of abdomen, initial encounter |
laceration to chin | S38.3XXA | Transection (partial) of abdomen, initial encounter | Transection (partial) of abdomen, initial encounter |
Laceration to Left great toe | S38.3XXA | Transection (partial) of abdomen, initial encounter | Transection (partial) of abdomen, initial encounter |
Laceration to nose | S01.21XA | Laceration without foreign body of nose, initial encounter | Laceration without foreign body of nose, initial encounter |
laceration to nose, forehead and upper lip | S01.511A | Laceration without foreign body of lip, initial encounter | Laceration without foreign body of lip, initial encounter |
laceration to orbital region | S38.3XXA | Transection (partial) of abdomen, initial encounter | Transection (partial) of abdomen, initial encounter |
laceration to scalp, r knee, r foot,left hand | S38.3XXA | Transection (partial) of abdomen, initial encounter | Transection (partial) of abdomen, initial encounter |
laceration to tongue | S01.512A | Laceration without foreign body of oral cavity, init encntr | Laceration without foreign body of oral cavity, initial encounter |
laceration was noted on the dorsal proximal interphalangeal joint | S38.3XXA | Transection (partial) of abdomen, initial encounter | Transection (partial) of abdomen, initial encounter |
laceration, cellulitis | S38.3XXA | Transection (partial) of abdomen, initial encounter | Transection (partial) of abdomen, initial encounter |
laceration, foreign body | S38.3XXA | Transection (partial) of abdomen, initial encounter | Transection (partial) of abdomen, initial encounter |
Lactic acidosis due to drug induced | E87.2 | Acidosis | Acidosis |
Lactic acidosis secondary to liver cirrhosis | E87.2 | Acidosis | Acidosis |
lactic acidosis seems to be noninfectious | E87.2 | Acidosis | Acidosis |
Lactic acidosis sepsis | E87.2 | Acidosis | Acidosis |
Lactic acidosis with leukocytosis | E87.2 | Acidosis | Acidosis |
Lactic acidosis, likely from sepsis | E87.2 | Acidosis | Acidosis |
Lactic acidosis, likely secondary to shock | E87.2 | Acidosis | Acidosis |
Lactic acidosis, likely Type B | E87.2 | Acidosis | Acidosis |
lacunar infarct in the basal ganglia | 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 |
LAMICTAL | Z88.8 | Allergy status to other drugs, medicaments and biological substances | Allergy status to other drugs, medicaments and biological substances |
large right pleural effusion | J90 | Pleural effusion, not elsewhere classified | Pleural effusion, not elsewhere classified |
large right pleural effusion and a small left pleural | J90 | Pleural effusion, not elsewhere classified | Pleural effusion, not elsewhere classified |
large right pleural effusion with associated atelectasis | J90 | Pleural effusion, not elsewhere classified | Pleural effusion, not elsewhere classified |
large right pleural effusion with compressive atelectasis | J90 | Pleural effusion, not elsewhere classified | Pleural effusion, not elsewhere classified |
late December 2022 here at this hospital around Christmas time for thrombocytopenia | D69.6 | Thrombocytopenia, unspecified | Thrombocytopenia, unspecified |
lateral abdominal wall cellulitis | L03.311 | Cellulitis of abdominal wall | Cellulitis of abdominal wall |
lateral ankle pressure ulceration | L97.309 | Non-pressure chronic ulcer of unsp ankle with unsp severity | Non-pressure chronic ulcer of unspecified ankle with unspecified severity |
lateral basilar pneumothorax | J93.9 | Pneumothorax, unspecified | Pneumothorax, unspecified |
lateral chest wall contusion | S20.219A | Contusion of unspecified front wall of thorax, init encntr | Contusion of unspecified front wall of thorax, initial encounter |
lateral Diabetic foot ulcer | L97.519 | Non-prs chronic ulcer oth prt right foot w unsp severity | Non-pressure chronic ulcer of other part of right foot with unspecified severity |
lateral gluteal cellulitis | L03.317 | Cellulitis of buttock | Cellulitis of buttock |
lateral malleolus avulsion fracture | S38.3XXA | Transection (partial) of abdomen, initial encounter | Transection (partial) of abdomen, initial encounter |
lateral patella subluxation | S83.013A | Lateral subluxation of unspecified patella, init encntr | Lateral subluxation of unspecified patella, initial encounter |
lateral pleural effusion | J90 | Pleural effusion, not elsewhere classified | Pleural effusion, not elsewhere classified |
lateral stroke | I63.9 | Cerebral infarction, unspecified | Cerebral infarction, unspecified |
LBBB | I44.7 | Left bundle-branch block, unspecified | Left bundle-branch block, unspecified |
LE paresthesia | R20.2 | Paresthesia of skin | Paresthesia of skin |
learning disability | F81.9 | Developmental disorder of scholastic skills, unspecified | Developmental disorder of scholastic skills, unspecified |
leave AGAINST MEDICAL ADVICE he was counseled about the dangers of losing his limb | Z53.21 | Proc/trtmt not crd out d/t pt lv bef seen by hlth care prov | Procedure and treatment not carried out due to patient leaving prior to being seen by health care provider |
left 10mm renal stone | N20.0 | Calculus of kidney | Calculus of kidney |
Left 2nd toe gangrene | I96 | Gangrene, not elsewhere classified | Gangrene, not elsewhere classified |
left 8mm renal stone | N20.0 | Calculus of kidney | Calculus of kidney |
left abdominal pain | R10.9 | Unspecified abdominal pain | Unspecified abdominal pain |
Left above-knee amputation | Z89.619 | Acquired absence of unspecified leg above knee | Acquired absence of unspecified leg above knee |
left ankle hardware removed for staph infection | B95.8 | Unsp staphylococcus as the cause of diseases classd elswhr | Unspecified staphylococcus as the cause of diseases classified elsewhere |
LEFT ANKLE SYNDESMOSIS SPRAIN | S93.402A | Sprain of unspecified ligament of left ankle, init encntr | Sprain of unspecified ligament of left ankle, initial encounter |
left ankle trimalleolar fracture | S82.852A | Displaced trimalleolar fracture of left lower leg, init | Displaced trimalleolar fracture of left lower leg, initial encounter for closed fracture |
left anterior fascicular block | I44.4 | Left anterior fascicular block | Left anterior fascicular block |
left anterior pneumothorax | J93.9 | Pneumothorax, unspecified | Pneumothorax, unspecified |
left anterior thigh pain | M79.659 | Pain in unspecified thigh | Pain in unspecified thigh |
Left arm radiculopathy | M54.10 | Radiculopathy, site unspecified | Radiculopathy, site unspecified |
left arteriovenous fistula | I77.0 | Arteriovenous fistula, acquired | Arteriovenous fistula, acquired |
Left Baker cyst | M71.20 | Synovial cyst of popliteal space [Baker], unspecified knee | Synovial cyst of popliteal space [Baker], unspecified knee |
Left base atelectasis | J98.11 | Atelectasis | Atelectasis |
Left basilar pneumonia | J18.9 | Pneumonia, unspecified organism | Pneumonia, unspecified organism |
left breast carcinoma | C50.919 | Malignant neoplasm of unsp site of unspecified female breast | Malignant neoplasm of unspecified site of unspecified female breast |
Left breast cellulitis and wound infection | L03.90 | Cellulitis, unspecified | Cellulitis, unspecified |
left breast partial thickness burn | T21.21XA | Burn of second degree of chest wall, initial encounter | Burn of second degree of chest wall, initial encounter |
Left breast scar | L90.5 | Scar conditions and fibrosis of skin | Scar conditions and fibrosis of skin |
left buttock abscess | L02.31 | Cutaneous abscess of buttock | Cutaneous abscess of buttock |
left buttock ulcer | L98.419 | Non-pressure chronic ulcer of buttock with unsp severity | Non-pressure chronic ulcer of buttock with unspecified severity |
left buttocks infection | L08.9 | Local infection of the skin and subcutaneous tissue, unsp | Local infection of the skin and subcutaneous tissue, unspecified |
Left CFV 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 chest and shoulder pain | M25.512 | Pain in left shoulder | Pain in left shoulder |
left chest pressure | R07.89 | Other chest pain | Other chest pain |
left conjunctivitis | H10.9 | Unspecified conjunctivitis | Unspecified conjunctivitis |
left coronary artery disease | I25.10 | Athscl heart disease of native coronary artery w/o ang pctrs | Atherosclerotic heart disease of native coronary artery without angina pectoris |
left CVA | I63.9 | Cerebral infarction, unspecified | Cerebral infarction, unspecified |
left diabetic foot ulcer | E11.621 | Type 2 diabetes mellitus with foot ulcer | Type 2 diabetes mellitus with foot ulcer |
left DVT is confined to the Popliteal | I82.432 | Acute embolism and thrombosis of left popliteal vein | Acute embolism and thrombosis of left popliteal vein |
left elbow arthroplasty | Z96.622 | Presence of left artificial elbow joint | Presence of left artificial elbow joint |
left elbow scar | L90.5 | Scar conditions and fibrosis of skin | Scar conditions and fibrosis of skin |
left elbow skin tear | S38.3XXA | Transection (partial) of abdomen, initial encounter | Transection (partial) of abdomen, initial encounter |
left elbow/arm pain | M25.522 | Pain in left elbow | Pain in left elbow |
LEFT EXTENSIVE DVT OF COMMON FEMORAL VEIN | I82.412 | Acute embolism and thrombosis of left femoral vein | Acute embolism and thrombosis of left femoral vein |
Left exudative pleural effusion | J90 | Pleural effusion, not elsewhere classified | Pleural effusion, not elsewhere classified |
LEFT EYE | T15.92XA | Foreign body on external eye, part unsp, left eye, init | Foreign body on external eye, part unspecified, left eye, initial encounter |
Left eye allergic conjunctivitis | H10.45 | Other chronic allergic conjunctivitis | Other chronic allergic conjunctivitis |
left eye retinal detachment | H33.20 | Serous retinal detachment, unspecified eye | Serous retinal detachment, unspecified eye |
left eye viral conjunctivitis | B30.9 | Viral conjunctivitis, unspecified | Viral conjunctivitis, unspecified |
left eyebrow laceration | S38.3XXA | Transection (partial) of abdomen, initial encounter | Transection (partial) of abdomen, initial encounter |
Left eyebrow laceration, secondary to fall | S38.3XXA | Transection (partial) of abdomen, initial encounter | Transection (partial) of abdomen, initial encounter |
left face paresthesias | R20.2 | Paresthesia of skin | Paresthesia of skin |
left facial droop | R29.810 | Facial weakness | Facial weakness |
left femoral hernia containing ovary | K41.90 | Unil femoral hernia, w/o obst or gangrene, not spcf as recur | Unilateral femoral hernia, without obstruction or gangrene, not specified as recurrent |
left femoral neck fracture | S72.002A | Fracture of unsp part of neck of left femur, init | Fracture of unspecified part of neck of left femur, initial encounter for closed fracture |
left flank pain 6/10 controlled | R10.9 | Unspecified abdominal pain | Unspecified abdominal pain |
left flank pain found to have 10 mm left ureter | R10.9 | Unspecified abdominal pain | Unspecified abdominal pain |
left flank pain radiating to her left inguinal region | R10.9 | Unspecified abdominal pain | Unspecified abdominal pain |
left flank pain, urinary tract infection | R10.9 | Unspecified abdominal pain | Unspecified abdominal pain |
left foot burn | T25.222A | Burn of second degree of left foot, initial encounter | Burn of second degree of left foot, initial encounter |
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.