docdesc stringlengths 2 165 | dxcode stringlengths 3 8 | shortdesc stringlengths 5 155 | longdesc stringlengths 5 184 |
|---|---|---|---|
Postgastric surgery syndrome [left foot | K91.1 | Postgastric surgery syndromes | Postgastric surgery syndromes |
Posthitis | N47.7 | Other inflammatory diseases of prepuce | Other inflammatory diseases of prepuce |
POSTLAMINECTOMY SYNDROME | M96.1 | Postlaminectomy syndrome, not elsewhere classified | Postlaminectomy syndrome, not elsewhere classified |
Postoperative anemia secondary to blood loss | D62 | Acute posthemorrhagic anemia | Acute posthemorrhagic anemia |
Postoperative blood loss anemia | D64.9 | Anemia, unspecified | Anemia, unspecified |
postoperative findings including pneumocephalus | G93.89 | Other specified disorders of brain | Other specified disorders of brain |
postoperative pain is well controlled | G89.18 | Other acute postprocedural pain | Other acute postprocedural pain |
postoperative respiratory complications | J98.9 | Respiratory disorder, unspecified | Respiratory disorder, unspecified |
posttraumatic headache | G44.309 | Post-traumatic headache, unspecified, not intractable | Post-traumatic headache, unspecified, not intractable |
postural near syncope | R55 | Syncope and collapse | Syncope and collapse |
pre-syncope | R55 | Syncope and collapse | Syncope and collapse |
prediabetes admitted for cellulitis | R73.03 | Prediabetes | Prediabetes |
preeclampsia | O14.90 | Unspecified pre-eclampsia, unspecified trimester | Unspecified pre-eclampsia, unspecified trimester |
pregnant at 20 weeks | Z3A.20 | 20 weeks gestation of pregnancy | 20 weeks gestation of pregnancy |
Pressure Ulcer - Stage 2 coccyx | L89.152 | Pressure ulcer of sacral region, stage 2 | Pressure ulcer of sacral region, stage 2 |
Pressure ulcer [hip joint | L89.209 | Pressure ulcer of unspecified hip, unspecified stage | Pressure ulcer of unspecified hip, unspecified stage |
pressure ulcer in the right buttock, underwent bone | L89.90 | Pressure ulcer of unspecified site, unspecified stage | Pressure ulcer of unspecified site, unspecified stage |
PRESSURE ULCER NOTED TO PT'S RT HIP | L89.219 | Pressure ulcer of right hip, unspecified stage | Pressure ulcer of right hip, unspecified stage |
Pressure ulcer of buttock | L89.309 | Pressure ulcer of unspecified buttock, unspecified stage | Pressure ulcer of unspecified buttock, unspecified stage |
pressure ulcer of the right postero-lateral heel | L89.619 | Pressure ulcer of right heel, unspecified stage | Pressure ulcer of right heel, unspecified stage |
Pressure ulcer stage 4 [bilateral heels | L89.604 | Pressure ulcer of unspecified heel, stage 4 | Pressure ulcer of unspecified heel, stage 4 |
Pressure ulcer stage 4 [left Hip | L89.224 | Pressure ulcer of left hip, stage 4 | Pressure ulcer of left hip, stage 4 |
pressure ulcer surgeries bladder | L89.90 | Pressure ulcer of unspecified site, unspecified stage | Pressure ulcer of unspecified site, unspecified stage |
pressure ulcer to back | L89.109 | Pressure ulcer of unsp part of back, unspecified stage | Pressure ulcer of unspecified part of back, unspecified stage |
pressure ulcer to buttocks | L89.309 | Pressure ulcer of unspecified buttock, unspecified stage | Pressure ulcer of unspecified buttock, unspecified stage |
pressure ulcer to left heel | L89.629 | Pressure ulcer of left heel, unspecified stage | Pressure ulcer of left heel, unspecified stage |
Pressure ulcers on right buttock, right ischium and right hip and thigh | L89.319 | Pressure ulcer of right buttock, unspecified stage | Pressure ulcer of right buttock, unspecified stage |
pressure ulcers, recurrent | L89.90 | Pressure ulcer of unspecified site, unspecified stage | Pressure ulcer of unspecified site, unspecified stage |
pretibial edema | P83.30 | Unspecified edema specific to newborn | Unspecified edema specific to newborn |
pretibial edema | R60.9 | Edema, unspecified | Edema, unspecified |
primary bowel disease | K63.9 | Disease of intestine, unspecified | Disease of intestine, unspecified |
primary brain tumor | D49.6 | Neoplasm of unspecified behavior of brain | Neoplasm of unspecified behavior of brain |
primary care doctor for hypertension | I10 | Essential (primary) hypertension | Essential (primary) hypertension |
primary care is provided for insomnia | F51.01 | Primary insomnia | Primary insomnia |
primary care physician as well as cardiology for right bundle branch block | I45.10 | Unspecified right bundle-branch block | Unspecified right bundle-branch block |
primary care physician in Louisiana who was managing his hypertension | I10 | Essential (primary) hypertension | Essential (primary) hypertension |
Primary lung Cancer | C34.90 | Malignant neoplasm of unsp part of unsp bronchus or lung | Malignant neoplasm of unspecified part of unspecified bronchus or lung |
primary pancreatic cancer | C25.7 | Malignant neoplasm of other parts of pancreas | Malignant neoplasm of other parts of pancreas |
primary prostate cancer | C61 | Malignant neoplasm of prostate | Malignant neoplasm of prostate |
Primary team recommends comfort care | Z51.5 | Encounter for palliative care | Encounter for palliative care |
prior 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 |
progressive acute renal injury | N17.9 | Acute kidney failure, unspecified | Acute kidney failure, unspecified |
progressive debility | R53.81 | Other malaise | Other malaise |
progressive dyspnea on exertion | R06.09 | Other forms of dyspnea | Other forms of dyspnea |
progressive hyponatermia while admitted following a fall | W19.XXXA | Unspecified fall, initial encounter | Unspecified fall, initial encounter |
progressive small bowel obstruction | K56.609 | Unsp intestnl obst, unsp as to partial versus complete obst | Unspecified intestinal obstruction, unspecified as to partial versus complete obstruction |
progressive SOB | R06.02 | Shortness of breath | Shortness of breath |
progressive volume overload | E87.70 | Fluid overload, unspecified | Fluid overload, unspecified |
prolymphocytic leukemia | C95.90 | Leukemia, unspecified not having achieved remission | Leukemia, unspecified not having achieved remission |
propranolol | T44.7X5A | Adverse effect of beta-adrenoreceptor antagonists, init | Adverse effect of beta-adrenoreceptor antagonists, initial encounter |
Prostate cancer | Z85.46 | Personal history of malignant neoplasm of prostate | Personal history of malignant neoplasm of prostate |
prostate carcinoma | Z85.46 | Personal history of malignant neoplasm of prostate | Personal history of malignant neoplasm of prostate |
prostate enlargement | N40.0 | Benign prostatic hyperplasia without lower urinry tract symp | Benign prostatic hyperplasia without lower urinary tract symptoms |
prostate enlargement NG tube in the proximal stomach | N40.0 | Benign prostatic hyperplasia without lower urinry tract symp | Benign prostatic hyperplasia without lower urinary tract symptoms |
prostate malignancy | Z85.46 | Personal history of malignant neoplasm of prostate | Personal history of malignant neoplasm of prostate |
prostatitis Since a CT abdomen and pelvis | N41.9 | Inflammatory disease of prostate, unspecified | Inflammatory disease of prostate, unspecified |
Prosthetic MV - warfarin | Z79.01 | Long term (current) use of anticoagulants | Long term (current) use of anticoagulants |
Protein C deficiency | D68.59 | Other primary thrombophilia | Other primary thrombophilia |
protein deficiency | E46 | Unspecified protein-calorie malnutrition | Unspecified protein-calorie malnutrition |
protein S deficiency | D68.59 | Other primary thrombophilia | Other primary thrombophilia |
proteus carbapenem-resistant urinary tract infection | B96.4 | Proteus (mirabilis) (morganii) causing dis classd elswhr | Proteus (mirabilis) (morganii) as the cause of diseases classified elsewhere |
Proteus mirabilis as well as coagulase-negative Staphylococcus | B96.4 | Proteus (mirabilis) (morganii) causing dis classd elswhr | Proteus (mirabilis) (morganii) as the cause of diseases classified elsewhere |
Proteus urinary tract infection | B96.4 | Proteus (mirabilis) (morganii) causing dis classd elswhr | Proteus (mirabilis) (morganii) as the cause of diseases classified elsewhere |
proximal phalanx Arthritic | M19.90 | Unspecified osteoarthritis, unspecified site | Unspecified osteoarthritis, unspecified site |
proximal phalanx 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 |
proximal portion osteomyelitis | M86.9 | Osteomyelitis, unspecified | Osteomyelitis, unspecified |
proximal small bowel loops may reflect ileus | K56.7 | Ileus, unspecified | Ileus, unspecified |
proximal ureter colic | N23 | Unspecified renal colic | Unspecified renal colic |
proximal ureteric stone | N20.1 | Calculus of ureter | Calculus of ureter |
pruritus present at the areas of her rash | L29.9 | Pruritus, unspecified | Pruritus, unspecified |
pseudocyst formation between the pancreas | K86.3 | Pseudocyst of pancreas | Pseudocyst of pancreas |
pseudocyst formation between the pancreas and the stomach | K86.3 | Pseudocyst of pancreas | Pseudocyst of pancreas |
pseudocyst in the pancreas | K86.3 | Pseudocyst of pancreas | Pseudocyst of pancreas |
Pseudomonas aeruginosa isolated from the wound | B96.5 | Pseudomonas (mallei) causing diseases classd elswhr | Pseudomonas (aeruginosa) (mallei) (pseudomallei) as the cause of diseases classified elsewhere |
Pseudomonas as well as Enterococcus | B95.2 | Enterococcus as the cause of diseases classified elsewhere | Enterococcus as the cause of diseases classified elsewhere |
pseudomonas infection of the lungs | A49.8 | Other bacterial infections of unspecified site | Other bacterial infections of unspecified site |
Pseudomonas infection, to right leg | A49.8 | Other bacterial infections of unspecified site | Other bacterial infections of unspecified site |
Pseudomonas pneumonia infection | J15.1 | Pneumonia due to Pseudomonas | Pneumonia due to Pseudomonas |
Pseudomonas sepsis | Z86.19 | Personal history of other infectious and parasitic diseases | Personal history of other infectious and parasitic diseases |
psoriasis, peripheral | L40.9 | Psoriasis, unspecified | Psoriasis, unspecified |
Psoriasis, stable | L40.8 | Other psoriasis | Other psoriasis |
psychosis, schizophrenia | F29 | Unsp psychosis not due to a substance or known physiol cond | Unspecified psychosis not due to a substance or known physiological condition |
ptosis of left eye | H02.402 | Unspecified ptosis of left eyelid | Unspecified ptosis of left eyelid |
ptosis, currently stable | H02.409 | Unspecified ptosis of unspecified eyelid | Unspecified ptosis of unspecified eyelid |
PTSD who underwent a L knee | F43.10 | Post-traumatic stress disorder, unspecified | Post-traumatic stress disorder, unspecified |
PUD related GI bleeding | 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 |
PUD, viral | 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 |
pulmonary carcinomatosis | C80.0 | Disseminated malignant neoplasm, unspecified | Disseminated malignant neoplasm, unspecified |
pulmonary edema are stable | J81.1 | Chronic pulmonary edema | Chronic pulmonary edema |
pulmonary edema and improved pulmonary vascular | J81.1 | Chronic pulmonary edema | Chronic pulmonary edema |
pulmonary edema and lower lobe | J81.1 | Chronic pulmonary edema | Chronic pulmonary edema |
pulmonary edema related to his acute myocardial infarction | J81.1 | Chronic pulmonary edema | Chronic pulmonary edema |
pulmonary edema secondary to cardiac | J81.1 | Chronic pulmonary edema | Chronic pulmonary edema |
pulmonary edema with pleural effusion | J81.1 | Chronic pulmonary edema | Chronic pulmonary edema |
pulmonary edema, although multifocal pneumonia is also in the differential diagnosis. | J81.1 | Chronic pulmonary edema | Chronic pulmonary edema |
pulmonary emboli in the lower lobe pulmonary | I26.99 | Other pulmonary embolism without acute cor pulmonale | Other pulmonary embolism without acute cor pulmonale |
pulmonary emboli throughout the right lung | I26.99 | Other pulmonary embolism without acute cor pulmonale | Other pulmonary embolism without acute cor pulmonale |
pulmonary emboli to get a better look at the lungs | I26.99 | Other pulmonary embolism without acute cor pulmonale | Other pulmonary embolism without acute cor pulmonale |
pulmonary embolism Clear lungs | I26.99 | Other pulmonary embolism without acute cor pulmonale | Other pulmonary embolism without acute cor pulmonale |
pulmonary embolism -Schedule for lung biopsy today Pulmonary | I26.99 | Other pulmonary embolism without acute cor pulmonale | Other pulmonary embolism without acute cor pulmonale |
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.