docdesc stringlengths 2 165 | dxcode stringlengths 3 8 | shortdesc stringlengths 5 155 | longdesc stringlengths 5 184 |
|---|---|---|---|
pelvic and lumbar fractures as well as an extraperitoneal hematoma | N94.89 | Oth cond assoc w female genital organs and menstrual cycle | Other specified conditions associated with female genital organs and menstrual cycle |
pelvic ascites | R18.8 | Other ascites | Other ascites |
Pelvic fracture | S32.9XXA | Fracture of unsp parts of lumbosacral spine and pelvis, init | Fracture of unspecified parts of lumbosacral spine and pelvis, initial encounter for closed fracture |
Pelvic pain | R10.2 | Pelvic and perineal pain | Pelvic and perineal pain |
pelvic pain and irregular vaginal | R10.2 | Pelvic and perineal pain | Pelvic and perineal pain |
pelvic pain controlled | R10.2 | Pelvic and perineal pain | Pelvic and perineal pain |
PELVIC PAIN RADIATING TO HIS BACK | R10.2 | Pelvic and perineal pain | Pelvic and perineal pain |
Pelvic Pain, unspecified | R10.2 | Pelvic and perineal pain | Pelvic and perineal pain |
pelvic rash | R21 | Rash and other nonspecific skin eruption | Rash and other nonspecific skin eruption |
pelvis = abdominal ascites | R18.8 | Other ascites | Other ascites |
pelvis = acute cholecystitis | K81.0 | Acute cholecystitis | Acute cholecystitis |
pelvis = fatty liver | K76.0 | Fatty (change of) liver, not elsewhere classified | Fatty (change of) liver, not elsewhere classified |
pelvis = incarcerated ventral wall hernia | K46.9 | Unspecified abdominal hernia without obstruction or gangrene | Unspecified abdominal hernia without obstruction or gangrene |
pelvis demonstrated acute 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 |
pelvis for polycythemia | D75.1 | Secondary polycythemia | Secondary polycythemia |
pelvis had shown some mild colitis | K52.9 | Noninfective gastroenteritis and colitis, unspecified | Noninfective gastroenteritis and colitis, unspecified |
pelvis reports "Colonic diverticulosis | K57.30 | Dvrtclos of lg int w/o perforation or abscess w/o bleeding | Diverticulosis of large intestine without perforation or abscess without bleeding |
pelvis reports "Diverticula | K57.90 | Dvrtclos of intest, part unsp, w/o perf or abscess w/o bleed | Diverticulosis of intestine, part unspecified, without perforation or abscess without bleeding |
pelvis reports "Large fat-containing left inguinal hernia | 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 |
pelvis reports "Right lower lobe pneumonia | J18.1 | Lobar pneumonia, unspecified organism | Lobar pneumonia, unspecified organism |
pelvis show fecal impaction | K56.41 | Fecal impaction | Fecal impaction |
pelvis showed ileus | K56.7 | Ileus, unspecified | Ileus, unspecified |
pelvis showing large multiloculated liver abscess | K75.0 | Abscess of liver | Abscess of liver |
pencillin | Z88.0 | Allergy status to penicillin | Allergy status to penicillin |
penile pain | N48.9 | Disorder of penis, unspecified | Disorder of penis, unspecified |
peptic ulcer disease stomach | Z87.11 | Personal history of peptic ulcer disease | Personal history of peptic ulcer disease |
peptic ulcer disease, portal | K27.9 | Peptic ulc, site unsp, unsp as ac or chr, w/o hemor or perf | Peptic ulcer, site unspecified, unspecified as acute or chronic, without hemorrhage or perforation |
perf bowel | K63.1 | Perforation of intestine (nontraumatic) | Perforation of intestine (nontraumatic) |
Perforated bowel -due to large gastric ulcer | K63.1 | Perforation of intestine (nontraumatic) | Perforation of intestine (nontraumatic) |
perforated sigmoid diverticulitis abscess | K57.21 | Dvtrcli of lg int w perforation and abscess w bleeding | Diverticulitis of large intestine with perforation and abscess with bleeding |
Perforated sigmoid diverticulitis with feculent peritonitis | K57.21 | Dvtrcli of lg int w perforation and abscess w bleeding | Diverticulitis of large intestine with perforation and abscess with bleeding |
Perianal abscess to the midline | K61.0 | Anal abscess | Anal abscess |
perianal stage IV decubitus ulcer | L89.94 | Pressure ulcer of unspecified site, stage 4 | Pressure ulcer of unspecified site, stage 4 |
pericardial effusion - likely inflammatory | I31.3 | Pericardial effusion (noninflammatory) | Pericardial effusion (noninflammatory) |
Pericardial Effusion, pleural Effusion | I31.3 | Pericardial effusion (noninflammatory) | Pericardial effusion (noninflammatory) |
pericardial effusion,ascending thoracic | I31.3 | Pericardial effusion (noninflammatory) | Pericardial effusion (noninflammatory) |
pericardial window, hypertension and hyperlipidemia | I10 | Essential (primary) hypertension | Essential (primary) hypertension |
pericarditis | I31.9 | Disease of pericardium, unspecified | Disease of pericardium, unspecified |
pericarditis, endocarditis | Z86.79 | Personal history of other diseases of the circulatory system | Personal history of other diseases of the circulatory system |
perinephric abscess | N15.1 | Renal and perinephric abscess | Renal and perinephric abscess |
peripheral angiopathy | I73.9 | Peripheral vascular disease, unspecified | Peripheral vascular disease, unspecified |
peripheral arterial disease of the left lower extremity | I73.9 | Peripheral vascular disease, unspecified | Peripheral vascular disease, unspecified |
Peripheral artery disease, inoperable vessels | I73.9 | Peripheral vascular disease, unspecified | Peripheral vascular disease, unspecified |
peripheral Diabetic neuropathy | E11.40 | Type 2 diabetes mellitus with diabetic neuropathy, unsp | Type 2 diabetes mellitus with diabetic neuropathy, unspecified |
peripheral neuropathy (left arm | G62.9 | Polyneuropathy, unspecified | Polyneuropathy, unspecified |
Peripheral neuropathy chronic | G62.9 | Polyneuropathy, unspecified | Polyneuropathy, unspecified |
Peripheral pedal edema | R60.9 | Edema, unspecified | Edema, unspecified |
peripheral vascular disease - had LE | I73.9 | Peripheral vascular disease, unspecified | Peripheral vascular disease, unspecified |
Peripheral vascular disease [Has numerous stents in abdomen, left thigh and chest | I73.9 | Peripheral vascular disease, unspecified | Peripheral vascular disease, unspecified |
peripheral vascular disease as bilateral lower extremity | I73.9 | Peripheral vascular disease, unspecified | Peripheral vascular disease, unspecified |
Peripheral vascular disease with instant stenosis | I73.9 | Peripheral vascular disease, unspecified | Peripheral vascular disease, unspecified |
peripheral vascular disease, bilateral lower extremity arterial | I73.9 | Peripheral vascular disease, unspecified | Peripheral vascular disease, unspecified |
peripheral vascular disease, diabetic retinopathy. | I73.9 | Peripheral vascular disease, unspecified | Peripheral vascular disease, unspecified |
peripheral vascular disease, osteoporosis. | I73.9 | Peripheral vascular disease, unspecified | Peripheral vascular disease, unspecified |
peripheral vascular disease, peripheral | I73.9 | Peripheral vascular disease, unspecified | Peripheral vascular disease, unspecified |
peripheral vascular insufficiency | I73.9 | Peripheral vascular disease, unspecified | Peripheral vascular disease, unspecified |
Perirectal abscess culture grew Klebsiella | K61.1 | Rectal abscess | Rectal abscess |
peritoneal abscess | K65.1 | Peritoneal abscess | Peritoneal abscess |
peritoneal dialysis is noncompliant | Z91.14 | Patient's other noncompliance with medication regimen | Patient's other noncompliance with medication regimen |
peritonitis related to peritoneal dialysis | K65.9 | Peritonitis, unspecified | Peritonitis, unspecified |
peritonitis secondary to the perforated | K65.9 | Peritonitis, unspecified | Peritonitis, unspecified |
peritonitis, small bowel | K65.9 | Peritonitis, unspecified | Peritonitis, unspecified |
permanent pacemaker | Z95.0 | Presence of cardiac pacemaker | Presence of cardiac pacemaker |
permanent pacemaker on the left side of the chest | Z95.0 | Presence of cardiac pacemaker | Presence of cardiac pacemaker |
PermCath infection | T80.211A | Bloodstream infection due to central venous catheter, init | Bloodstream infection due to central venous catheter, initial encounter |
Perseveration | R48.8 | Other symbolic dysfunctions | Other symbolic dysfunctions |
persistent A fib | I48.91 | Unspecified atrial fibrillation | Unspecified atrial fibrillation |
persistent anoxic encephalopathy | G93.1 | Anoxic brain damage, not elsewhere classified | Anoxic brain damage, not elsewhere classified |
persistent ascites | R18.8 | Other ascites | Other ascites |
persistent covid | U07.1 | COVID-19 | COVID-19 |
persistent dysarthria | R47.1 | Dysarthria and anarthria | Dysarthria and anarthria |
persistent hiccough | R06.6 | Hiccough | Hiccough |
persistent hypercapnia | R06.89 | Other abnormalities of breathing | Other abnormalities of breathing |
persistent hypoxia | R09.02 | Hypoxemia | Hypoxemia |
persistent left flank pain | R10.9 | Unspecified abdominal pain | Unspecified abdominal pain |
persistent methicillin-resistant staphylococcus aureus | B95.62 | Methicillin resis staph infct causing diseases classd elswhr | Methicillin resistant Staphylococcus aureus infection as the cause of diseases classified elsewhere |
persistent nausea vomiting | R11.2 | Nausea with vomiting, unspecified | Nausea with vomiting, unspecified |
persistent osteomyelitis | M86.9 | Osteomyelitis, unspecified | Osteomyelitis, unspecified |
Persistent pancreatitis | K85.90 | Acute pancreatitis without necrosis or infection, unsp | Acute pancreatitis without necrosis or infection, unspecified |
persistent paresthesia | R20.2 | Paresthesia of skin | Paresthesia of skin |
persistent seizure | R56.9 | Unspecified convulsions | Unspecified convulsions |
personal history of Pulmonary Embolism | Z86.711 | Personal history of pulmonary embolism | Personal history of pulmonary embolism |
personal history of 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 |
Personal history of urinary calculi | Z87.442 | Personal history of urinary calculi | Personal history of urinary calculi |
petechia in the lower extremities | R23.3 | Spontaneous ecchymoses | Spontaneous ecchymoses |
petechia in the lower extremities | R23.3 | Spontaneous ecchymoses | Spontaneous ecchymoses |
petechiae on the right foot middle toe | R23.3 | Spontaneous ecchymoses | Spontaneous ecchymoses |
petechial hemorrhage in the left basal ganglia | R23.3 | Spontaneous ecchymoses | Spontaneous ecchymoses |
petit mal seizure | G40.409 | Oth generalized epilepsy, not intractable, w/o stat epi | Other generalized epilepsy and epileptic syndromes, not intractable, without status epilepticus |
PFO | Q21.1 | Atrial septal defect | Atrial septal defect |
Pharyngitis | J02.9 | Acute pharyngitis, unspecified | Acute pharyngitis, unspecified |
pharyngitis list to the sepsis | J02.9 | Acute pharyngitis, unspecified | Acute pharyngitis, unspecified |
pharyngitis, 2) Fever | J02.9 | Acute pharyngitis, unspecified | Acute pharyngitis, unspecified |
pharyngitis, conjunctivitis | J02.9 | Acute pharyngitis, unspecified | Acute pharyngitis, unspecified |
phenytoin is able to control seizures | Z88.8 | Allergy status to other drugs, medicaments and biological substances | Allergy status to other drugs, medicaments and biological substances |
phimosis, had some urinary retention | N47.1 | Phimosis | Phimosis |
phlebitis | I80.9 | Phlebitis and thrombophlebitis of unspecified site | Phlebitis and thrombophlebitis of unspecified site |
phobia | F40.9 | Phobic anxiety disorder, unspecified | Phobic anxiety disorder, unspecified |
photophobia -fever | H53.149 | Visual discomfort, unspecified | Visual discomfort, unspecified |
photosensitivity | L56.8 | Oth acute skin changes due to ultraviolet radiation | Other specified acute skin changes due to ultraviolet radiation |
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.