Split (3)

train · 58.8k rows

docdesc stringlengths 2 165	dxcode stringlengths 3 8	shortdesc stringlengths 5 155	longdesc stringlengths 5 184
acute onset of laceration	S38.3XXA	Transection (partial) of abdomen, initial encounter	Transection (partial) of abdomen, initial encounter
acute onset of right flank pain	R10.31	Right lower quadrant pain	Right lower quadrant pain
acute onset of sepsis	A41.9	Sepsis, unspecified organism	Sepsis, unspecified organism
acute onset of suicidal	R45.851	Suicidal ideations	Suicidal ideations
acute onset of unwitnessed fall	W19.XXXA	Unspecified fall, initial encounter	Unspecified fall, initial encounter
acute onset of vomiting blood	K92.0	Hematemesis	Hematemesis
acute osteomyelitis of the cuboid bone	M86.10	Other acute osteomyelitis, unspecified site	Other acute osteomyelitis, unspecified site
acute otitis	H66.90	Otitis media, unspecified, unspecified ear	Otitis media, unspecified, unspecified ear
acute otitis externa, right ear	H60.501	Unspecified acute noninfective otitis externa, right ear	Unspecified acute noninfective otitis externa, right ear
acute pain and dental	R52	Pain, unspecified	Pain, unspecified
Acute pain due trauma	R52	Pain, unspecified	Pain, unspecified
Acute pain frmo trauma	R52	Pain, unspecified	Pain, unspecified
acute pain in the left lower leg	R52	Pain, unspecified	Pain, unspecified
acute pain knees	R52	Pain, unspecified	Pain, unspecified
Acute pain left index finger	R52	Pain, unspecified	Pain, unspecified
acute pain left neck	R52	Pain, unspecified	Pain, unspecified
acute pain of right lower extremity	R52	Pain, unspecified	Pain, unspecified
Acute pain to R knee	R52	Pain, unspecified	Pain, unspecified
acute pain, sciatica	R52	Pain, unspecified	Pain, unspecified
acute pancreatic abnormality	R94.8	Abnormal results of function studies of organs and systems	Abnormal results of function studies of other organs and systems
Acute pancreatitis	K85.90	Acute pancreatitis without necrosis or infection, unsp	Acute pancreatitis without necrosis or infection, unspecified
Acute pancreatitis involving the proximal pancreas	K85.90	Acute pancreatitis without necrosis or infection, unsp	Acute pancreatitis without necrosis or infection, unspecified
acute pancreatitis with ultrasound showing cholelithiasis	K85.90	Acute pancreatitis without necrosis or infection, unsp	Acute pancreatitis without necrosis or infection, unspecified
acute pancreatitis, with ascites	K85.90	Acute pancreatitis without necrosis or infection, unsp	Acute pancreatitis without necrosis or infection, unspecified
acute parafalcine subdural hematoma	I62.00	Nontraumatic subdural hemorrhage, unspecified	Nontraumatic subdural hemorrhage, unspecified
acute PCM	E46	Unspecified protein-calorie malnutrition	Unspecified protein-calorie malnutrition
acute perirectal abscess with fistula	K61.1	Rectal abscess	Rectal abscess
Acute peritonitis	K65.9	Peritonitis, unspecified	Peritonitis, unspecified
acute pharyngitis #2 hand-foot-and-mouth syndrome	J02.9	Acute pharyngitis, unspecified	Acute pharyngitis, unspecified
Acute polyarticular gout, treated with steroids	M10.9	Gout, unspecified	Gout, unspecified
Acute pontine CVA	I63.9	Cerebral infarction, unspecified	Cerebral infarction, unspecified
acute process such as diverticulitis	K57.92	Dvtrcli of intest, part unsp, w/o perf or abscess w/o bleed	Diverticulitis of intestine, part unspecified, without perforation or abscess without bleeding
acute psychosis lead	F23	Brief psychotic disorder	Brief psychotic disorder
acute pulmonary artery embolus	I74.9	Embolism and thrombosis of unspecified artery	Embolism and thrombosis of unspecified artery
acute pulmonary disease	I27.0	Primary pulmonary hypertension	Primary pulmonary hypertension
acute pulmonary embolism	I26.99	Other pulmonary embolism without acute cor pulmonale	Other pulmonary embolism without acute cor pulmonale
acute pulmonary embolism involving the main pulmonary artery	I26.99	Other pulmonary embolism without acute cor pulmonale	Other pulmonary embolism without acute cor pulmonale
Acute pulmonary embolism involving the right lower lobe	I26.99	Other pulmonary embolism without acute cor pulmonale	Other pulmonary embolism without acute cor pulmonale
Acute pyonephritis	N12	Tubulo-interstitial nephritis, not spcf as acute or chronic	Tubulo-interstitial nephritis, not specified as acute or chronic
Acute R flank pain	R10.9	Unspecified abdominal pain	Unspecified abdominal pain
Acute R peritonsillar abscess	J36	Peritonsillar abscess	Peritonsillar abscess
acute r pyelonephritis with sepsis	N10	Acute pyelonephritis	Acute pyelonephritis
acute R-sided tooth pain	K08.9	Disorder of teeth and supporting structures, unspecified	Disorder of teeth and supporting structures, unspecified
acute rash	R21	Rash and other nonspecific skin eruption	Rash and other nonspecific skin eruption
Acute Recurrent sigmoid diverticulitis	K57.32	Dvtrcli of lg int w/o perforation or abscess w/o bleeding	Diverticulitis of large intestine without perforation or abscess without bleeding
Acute renal failure - on dialysis	Z99.2	Dependence on renal dialysis	Dependence on renal dialysis
Acute renal failure due to congestive heart failure	N17.9	Acute kidney failure, unspecified	Acute kidney failure, unspecified
acute renal failure in pt w chronic	N17.9	Acute kidney failure, unspecified	Acute kidney failure, unspecified
Acute renal failure on chronic	N17.9	Acute kidney failure, unspecified	Acute kidney failure, unspecified
acute renal failure on CKD	N17.9	Acute kidney failure, unspecified	Acute kidney failure, unspecified
acute renal failure on HD	N17.9	Acute kidney failure, unspecified	Acute kidney failure, unspecified
Acute renal failure patinet had HD	Z99.2	Dependence on renal dialysis	Dependence on renal dialysis
Acute Renal Failure Requiring Dialysis	Z99.2	Dependence on renal dialysis	Dependence on renal dialysis
Acute renal failure secondary to acute tubular necrosis	N17.0	Acute kidney failure with tubular necrosis	Acute kidney failure with tubular necrosis
Acute renal failure secondary to pyelonephritis	N17.9	Acute kidney failure, unspecified	Acute kidney failure, unspecified
Acute renal failure secondary to urinary tract infection	N17.9	Acute kidney failure, unspecified	Acute kidney failure, unspecified
Acute renal failure syndrome	N17.9	Acute kidney failure, unspecified	Acute kidney failure, unspecified
Acute renal failure with ATN	N17.0	Acute kidney failure with tubular necrosis	Acute kidney failure with tubular necrosis
Acute renal failure, combination of infection	N17.9	Acute kidney failure, unspecified	Acute kidney failure, unspecified
Acute renal failure, hemodialysis.	Z99.2	Dependence on renal dialysis	Dependence on renal dialysis
Acute renal failure, the patient started on hemodialysis	Z99.2	Dependence on renal dialysis	Dependence on renal dialysis
Acute renal insufficiency on admission: On adute renal	N28.9	Disorder of kidney and ureter, unspecified	Disorder of kidney and ureter, unspecified
acute renal insufficiency, creatinine stable	Z87.448	Personal history of other diseases of urinary system	Personal history of other diseases of urinary system
Acute resp failure from pneumonia	J96.00	Acute respiratory failure, unsp w hypoxia or hypercapnia	Acute respiratory failure, unspecified whether with hypoxia or hypercapnia
acute resp failure secondary to septic shock	J96.00	Acute respiratory failure, unsp w hypoxia or hypercapnia	Acute respiratory failure, unspecified whether with hypoxia or hypercapnia
acute resp failure w/hypoxia	J96.01	Acute respiratory failure with hypoxia	Acute respiratory failure with hypoxia
ACUTE RESPIRATORY FAILURE	J96.00	Acute respiratory failure, unsp w hypoxia or hypercapnia	Acute respiratory failure, unspecified whether with hypoxia or hypercapnia
acute respiratory distress due to her asthma	R06.03	Acute respiratory distress	Acute respiratory distress
acute respiratory failure	J96.00	Acute respiratory failure, unsp w hypoxia or hypercapnia	Acute respiratory failure, unspecified whether with hypoxia or hypercapnia
Acute respiratory failure noted with hypoxia	J96.01	Acute respiratory failure with hypoxia	Acute respiratory failure with hypoxia
Acute respiratory failure secondary to the loculated pleural effusion	J96.00	Acute respiratory failure, unsp w hypoxia or hypercapnia	Acute respiratory failure, unspecified whether with hypoxia or hypercapnia
Acute respiratory failure with hypercapnia	J96.02	Acute respiratory failure with hypercapnia	Acute respiratory failure with hypercapnia
Acute respiratory failure with hypoxia due to pneumonia	J96.01	Acute respiratory failure with hypoxia	Acute respiratory failure with hypoxia
Acute respiratory failure with hypoxia -pt on 3L-NC while at rest -IV steroids	J96.01	Acute respiratory failure with hypoxia	Acute respiratory failure with hypoxia
Acute respiratory failure with hypoxia 4	J96.01	Acute respiratory failure with hypoxia	Acute respiratory failure with hypoxia
Acute respiratory failure, likely due to chronic obstructive pulmonary disease	J96.00	Acute respiratory failure, unsp w hypoxia or hypercapnia	Acute respiratory failure, unspecified whether with hypoxia or hypercapnia
acute rheumatoid arthritis	M06.9	Rheumatoid arthritis, unspecified	Rheumatoid arthritis, unspecified
acute right ankle pain	M25.571	Pain in right ankle and joints of right foot	Pain in right ankle and joints of right foot
acute right eye conjunctivitis	H10.31	Unspecified acute conjunctivitis, right eye	Unspecified acute conjunctivitis, right eye
acute right hemispheric stroke	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
acute right lower facial weakness	R29.810	Facial weakness	Facial weakness
Acute Right Lower Jaw Pain	R68.84	Jaw pain	Jaw pain
acute right lower lobe pulmonary embolism	Z86.711	Personal history of pulmonary embolism	Personal history of pulmonary embolism
acute right lower quadrant pain	R10.31	Right lower quadrant pain	Right lower quadrant pain
acute right maxillary sinusitis	J01.00	Acute maxillary sinusitis, unspecified	Acute maxillary sinusitis, unspecified
Acute right pulmonary embolism	I26.99	Other pulmonary embolism without acute cor pulmonale	Other pulmonary embolism without acute cor pulmonale
Acute right thigh necrotizing fasciitis	M72.6	Necrotizing fasciitis	Necrotizing fasciitis
acute sacral osteomyelitis	M86.10	Other acute osteomyelitis, unspecified site	Other acute osteomyelitis, unspecified site
ACUTE SBO	K56.609	Unsp intestnl obst, unsp as to partial versus complete obst	Unspecified intestinal obstruction, unspecified as to partial versus complete obstruction
acute SDH	I62.00	Nontraumatic subdural hemorrhage, unspecified	Nontraumatic subdural hemorrhage, unspecified
Acute severe hypokalemia	E87.6	Hypokalemia	Hypokalemia
Acute severe hypomagnesemia	E83.42	Hypomagnesemia	Hypomagnesemia
acute severe malnutrition	E43	Unspecified severe protein-calorie malnutrition	Unspecified severe protein-calorie malnutrition
acute severe protein calorie malnutrition	E43	Unspecified severe protein-calorie malnutrition	Unspecified severe protein-calorie malnutrition
acute severe sepsis	R65.20	Severe sepsis without septic shock	Severe sepsis without septic shock
acute severe systolic CHF	I50.21	Acute systolic (congestive) heart failure	Acute systolic (congestive) heart failure
Acute Severe thrombocytopenia	D69.6	Thrombocytopenia, unspecified	Thrombocytopenia, unspecified
acute shortness of breath	R06.02	Shortness of breath	Shortness of breath
acute signs of ischemic stroke	I63.9	Cerebral infarction, unspecified	Cerebral infarction, unspecified
Acute ST myocardial infarction	I21.9	Acute myocardial infarction, unspecified	Acute myocardial infarction, 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.