docdesc stringlengths 2 165 | dxcode stringlengths 3 8 | shortdesc stringlengths 5 155 | longdesc stringlengths 5 184 |
|---|---|---|---|
bladder Tumor | D49.4 | Neoplasm of unspecified behavior of bladder | Neoplasm of unspecified behavior of bladder |
bladder disease- cholecystitis | K81.9 | Cholecystitis, unspecified | Cholecystitis, unspecified |
bladder outlet obstruction | N32.0 | Bladder-neck obstruction | Bladder-neck obstruction |
Bladder scans showed significant urinary retention | R33.9 | Retention of urine, unspecified | Retention of urine, unspecified |
bleeding as "spotting | O26.859 | Spotting complicating pregnancy, unspecified trimester | Spotting complicating pregnancy, unspecified trimester |
bleeding gastric ulcer | K25.0 | Acute gastric ulcer with hemorrhage | Acute gastric ulcer with hemorrhage |
bleeding hemorrhoids | K64.8 | Other hemorrhoids | Other hemorrhoids |
blepharitis | H01.009 | Unspecified blepharitis unspecified eye, unspecified eyelid | Unspecified blepharitis unspecified eye, unspecified eyelid |
Blepharitis left upper eyelid | H01.004 | Unspecified blepharitis left upper eyelid | Unspecified blepharitis left upper eyelid |
blind in the right eye | H54.40 | Blindness, one eye, unspecified eye | Blindness, one eye, unspecified eye |
Blindness from trauma | H54.40 | Blindness, one eye, unspecified eye | Blindness, one eye, unspecified eye |
blister | S00.429A | Blister (nonthermal) of unspecified ear, initial encounter | Blister (nonthermal) of unspecified ear, initial encounter |
blister | S60.422A | Blister (nonthermal) of right middle finger, init encntr | Blister (nonthermal) of right middle finger, initial encounter |
blister formation on the dorsum of R foot | S90.829A | Blister (nonthermal), unspecified foot, initial encounter | Blister (nonthermal), unspecified foot, initial encounter |
blister in the left lower leg | S80.822A | Blister (nonthermal), left lower leg, initial encounter | Blister (nonthermal), left lower leg, initial encounter |
blister located to the plantar area head fifth metatarsal, right foot | S00.92XA | Blister (nonthermal) of unsp part of head, init encntr | Blister (nonthermal) of unspecified part of head, initial encounter |
blister on the left foot third toe | S90.822A | Blister (nonthermal), left foot, initial encounter | Blister (nonthermal), left foot, initial encounter |
Blister right hand | S60.521A | Blister (nonthermal) of right hand, initial encounter | Blister (nonthermal) of right hand, initial encounter |
blister to L great toe | S90.423A | Blister (nonthermal), unspecified great toe, init encntr | Blister (nonthermal), unspecified great toe, initial encounter |
blister to right foot | S90.821A | Blister (nonthermal), right foot, initial encounter | Blister (nonthermal), right foot, initial encounter |
bloating is bothering more compared to the pelvic | R14.0 | Abdominal distension (gaseous) | Abdominal distension (gaseous) |
Blood culture positive for E. coli | R78.81 | Bacteremia | Bacteremia |
Blood culture positive with Gram-positive cocci | R78.81 | Bacteremia | Bacteremia |
blood disorder, leukemia | F59 | Unsp behavrl synd assoc w physiol disturb and physcl factors | Unspecified behavioral syndromes associated with physiological disturbances and physical factors |
blood in urine, renal | R31.9 | Hematuria, unspecified | Hematuria, unspecified |
blood loss anemia requiring multiple | D50.0 | Iron deficiency anemia secondary to blood loss (chronic) | Iron deficiency anemia secondary to blood loss (chronic) |
blood loss from nose | R58 | Hemorrhage, not elsewhere classified | Hemorrhage, not elsewhere classified |
blood loss into pericardium | R58 | Hemorrhage, not elsewhere classified | Hemorrhage, not elsewhere classified |
bloody diarrhea | R19.7 | Diarrhea, unspecified | Diarrhea, unspecified |
bloody discharge from the right foot | N36.8 | Other specified disorders of urethra | Other specified disorders of urethra |
blurred vision, nausea. | H53.8 | Other visual disturbances | Other visual disturbances |
blurred vision, trauma. | H53.8 | Other visual disturbances | Other visual disturbances |
blurring dizziness | R42 | Dizziness and giddiness | Dizziness and giddiness |
blurry vision - MRI head | H53.8 | Other visual disturbances | Other visual disturbances |
blurry vision right eye | H53.8 | Other visual disturbances | Other visual disturbances |
Bochdalek hernia | Q79.0 | Congenital diaphragmatic hernia | Congenital diaphragmatic hernia |
body twitching | R25.3 | Fasciculation | Fasciculation |
bone deformities | M95.9 | Acquired deformity of musculoskeletal system, unspecified | Acquired deformity of musculoskeletal system, unspecified |
bone spur removed right shoulder | M77.9 | Enthesopathy, unspecified | Enthesopathy, unspecified |
both axillary Candida intertrigo | B37.2 | Candidiasis of skin and nail | Candidiasis of skin and nail |
both confirmed multifocal pneumonia | J18.9 | Pneumonia, unspecified organism | Pneumonia, unspecified organism |
both direct t hernia | K46.9 | Unspecified abdominal hernia without obstruction or gangrene | Unspecified abdominal hernia without obstruction or gangrene |
both 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 |
both feet were swollen | M79.89 | Other specified soft tissue disorders | Other specified soft tissue disorders |
both for fever | R50.9 | Fever, unspecified | Fever, unspecified |
both hypoxic | R09.02 | Hypoxemia | Hypoxemia |
both internal hemorrhoids | K64.8 | Other hemorrhoids | Other hemorrhoids |
both leg pain | M79.604 | Pain in right leg | Pain in right leg |
both lower extremities and also the sacral decub | L89.159 | Pressure ulcer of sacral region, unspecified stage | Pressure ulcer of sacral region, unspecified stage |
both postnasal drip | R09.82 | Postnasal drip | Postnasal drip |
both sepsis | A41.9 | Sepsis, unspecified organism | Sepsis, unspecified organism |
bowel bladder incontinence | R32 | Unspecified urinary incontinence | Unspecified urinary incontinence |
bowel cancer | C26.0 | Malignant neoplasm of intestinal tract, part unspecified | Malignant neoplasm of intestinal tract, part unspecified |
bowel edema | R60.9 | Edema, unspecified | Edema, unspecified |
bowel enteritis | K52.9 | Noninfective gastroenteritis and colitis, unspecified | Noninfective gastroenteritis and colitis, unspecified |
bowel intussusception | K56.1 | Intussusception | Intussusception |
bowel perforation with moderate | K63.1 | Perforation of intestine (nontraumatic) | Perforation of intestine (nontraumatic) |
bowel perforation than the stomach | K63.1 | Perforation of intestine (nontraumatic) | Perforation of intestine (nontraumatic) |
bowel rupture | K63.1 | Perforation of intestine (nontraumatic) | Perforation of intestine (nontraumatic) |
bowel within the hernia sac | K45.8 | Oth abdominal hernia without obstruction or gangrene | Other specified abdominal hernia without obstruction or gangrene |
BPH -Foley cath inplace due to urinary retention | N40.0 | Benign prostatic hyperplasia without lower urinry tract symp | Benign prostatic hyperplasia without lower urinary tract symptoms |
BPH (chronic | N40.0 | Benign prostatic hyperplasia without lower urinry tract symp | Benign prostatic hyperplasia without lower urinary tract symptoms |
BPH with sepsis | N40.0 | Benign prostatic hyperplasia without lower urinry tract symp | Benign prostatic hyperplasia without lower urinary tract symptoms |
BPH, diabetes mellitus | N40.0 | Benign prostatic hyperplasia without lower urinry tract symp | Benign prostatic hyperplasia without lower urinary tract symptoms |
BPH, obstructive | N40.0 | Benign prostatic hyperplasia without lower urinry tract symp | Benign prostatic hyperplasia without lower urinary tract symptoms |
BPH, urinary retention. | N40.0 | Benign prostatic hyperplasia without lower urinry tract symp | Benign prostatic hyperplasia without lower urinary tract symptoms |
BPH, was admitted for right knee | N40.0 | Benign prostatic hyperplasia without lower urinry tract symp | Benign prostatic hyperplasia without lower urinary tract symptoms |
Bradycardia [PVC | I49.3 | Ventricular premature depolarization | Ventricular premature depolarization |
bradycardia during sleep is related to sleep apnea | R00.1 | Bradycardia, unspecified | Bradycardia, unspecified |
bradycardia, looking for signs of increased intracranial | R00.1 | Bradycardia, unspecified | Bradycardia, unspecified |
brain = CVA | I63.9 | Cerebral infarction, unspecified | Cerebral infarction, unspecified |
brain aneurysm | I67.1 | Cerebral aneurysm, nonruptured | Cerebral aneurysm, nonruptured |
brain c/w pontine stroke | I63.9 | Cerebral infarction, unspecified | Cerebral infarction, unspecified |
brain CA | C71.9 | Malignant neoplasm of brain, unspecified | Malignant neoplasm of brain, unspecified |
brain compression | G93.5 | Compression of brain | Compression of brain |
brain confirmed acute infarct | I63.9 | Cerebral infarction, unspecified | Cerebral infarction, unspecified |
Brain confirmed an acute infarct | I63.9 | Cerebral infarction, unspecified | Cerebral infarction, unspecified |
brain edema | G93.6 | Cerebral edema | Cerebral edema |
brain showed improved cerebral edema | G93.6 | Cerebral edema | Cerebral edema |
brain stem reflex | R29.2 | Abnormal reflex | Abnormal reflex |
brain stroke manifesting with worsening dementia | I63.9 | Cerebral infarction, unspecified | Cerebral infarction, unspecified |
brain tumor | D49.6 | Neoplasm of unspecified behavior of brain | Neoplasm of unspecified behavior of brain |
brain tumor that causes him intermittent | D49.6 | Neoplasm of unspecified behavior of brain | Neoplasm of unspecified behavior of brain |
brain which showed a nonenhancing lesion | G93.9 | Disorder of brain, unspecified | Disorder of brain, unspecified |
Branchial cleft cyst | Q18.0 | Sinus, fistula and cyst of branchial cleft | Sinus, fistula and cyst of branchial cleft |
BRBPR associated with constipation | K62.5 | Hemorrhage of anus and rectum | Hemorrhage of anus and rectum |
Breakthrough seizure | G40.909 | Epilepsy, unsp, not intractable, without status epilepticus | Epilepsy, unspecified, not intractable, without status epilepticus |
breast cancer | C78.7 | Secondary malig neoplasm of liver and intrahepatic bile duct | Secondary malignant neoplasm of liver and intrahepatic bile duct |
breast carcinoma | C50.919 | Malignant neoplasm of unsp site of unspecified female breast | Malignant neoplasm of unspecified site of unspecified female breast |
breast chemotherapy | Z92.21 | Personal history of antineoplastic chemotherapy | Personal history of antineoplastic chemotherapy |
Bright red blood per rectum consistent with GI bleed | K62.5 | Hemorrhage of anus and rectum | Hemorrhage of anus and rectum |
bronchiectasis _____pneumonia | J47.9 | Bronchiectasis, uncomplicated | Bronchiectasis, uncomplicated |
Bronchiectasis is apparent within the included lung | J47.9 | Bronchiectasis, uncomplicated | Bronchiectasis, uncomplicated |
bronchiectasis, episode of hypokalemia | J47.9 | Bronchiectasis, uncomplicated | Bronchiectasis, uncomplicated |
bronchiectasis, hypertension. | J47.9 | Bronchiectasis, uncomplicated | Bronchiectasis, uncomplicated |
Bronchiolitis, Conjunctivitis | J21.9 | Acute bronchiolitis, unspecified | Acute bronchiolitis, unspecified |
bronchitis, asthma | J40 | Bronchitis, not specified as acute or chronic | Bronchitis, not specified as acute or chronic |
bronchogenic carcinoma | C34.90 | Malignant neoplasm of unsp part of unsp bronchus or lung | Malignant neoplasm of unspecified part of unspecified bronchus or lung |
Bronchospasm - likely undiagosed COPD | J98.01 | Acute bronchospasm | Acute bronchospasm |
bronchospasm, requiring respiratory support. | J98.01 | Acute bronchospasm | Acute bronchospasm |
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.