docdesc stringlengths 2 165 | dxcode stringlengths 3 8 | shortdesc stringlengths 5 155 | longdesc stringlengths 5 184 |
|---|---|---|---|
generalized seizures | R56.9 | Unspecified convulsions | Unspecified convulsions |
generalized subcutaneous edema | R60.9 | Edema, unspecified | Edema, unspecified |
generalized tremors | R25.1 | Tremor, unspecified | Tremor, unspecified |
Generalized wearremity Lower extremity edema | R60.0 | Localized edema | Localized edema |
GERD #4 mild | K21.9 | Gastro-esophageal reflux disease without esophagitis | Gastro-esophageal reflux disease without esophagitis |
GERD stable | K21.9 | Gastro-esophageal reflux disease without esophagitis | Gastro-esophageal reflux disease without esophagitis |
GERD who underwent Exam under anesthesia | K21.9 | Gastro-esophageal reflux disease without esophagitis | Gastro-esophageal reflux disease without esophagitis |
GERD who was accompanying of her having a intermittent | K21.9 | Gastro-esophageal reflux disease without esophagitis | Gastro-esophageal reflux disease without esophagitis |
GERD with nausea | K21.9 | Gastro-esophageal reflux disease without esophagitis | Gastro-esophageal reflux disease without esophagitis |
GERD, cancer. | K21.9 | Gastro-esophageal reflux disease without esophagitis | Gastro-esophageal reflux disease without esophagitis |
GERD, alcoholism x 10 | K21.9 | Gastro-esophageal reflux disease without esophagitis | Gastro-esophageal reflux disease without esophagitis |
GERD, cellulitis | K21.9 | Gastro-esophageal reflux disease without esophagitis | Gastro-esophageal reflux disease without esophagitis |
GERD, dementia | K21.9 | Gastro-esophageal reflux disease without esophagitis | Gastro-esophageal reflux disease without esophagitis |
GERD, generalized | K21.9 | Gastro-esophageal reflux disease without esophagitis | Gastro-esophageal reflux disease without esophagitis |
GERDs | K21.9 | Gastro-esophageal reflux disease without esophagitis | Gastro-esophageal reflux disease without esophagitis |
GERDs who underwent laparoscopic gastric | K21.9 | Gastro-esophageal reflux disease without esophagitis | Gastro-esophageal reflux disease without esophagitis |
GERDs, Epilepsy (Dx | K21.9 | Gastro-esophageal reflux disease without esophagitis | Gastro-esophageal reflux disease without esophagitis |
GI bleeding | K92.2 | Gastrointestinal hemorrhage, unspecified | Gastrointestinal hemorrhage, unspecified |
GI bleed from the malignant | K92.2 | Gastrointestinal hemorrhage, unspecified | Gastrointestinal hemorrhage, unspecified |
GI bleed -Hematemesis | K92.0 | Hematemesis | Hematemesis |
GI BLEED, SEPTIC | K92.2 | Gastrointestinal hemorrhage, unspecified | Gastrointestinal hemorrhage, unspecified |
GI bleeding with anemia | K92.2 | Gastrointestinal hemorrhage, unspecified | Gastrointestinal hemorrhage, unspecified |
GI bleeding, chronic | K92.2 | Gastrointestinal hemorrhage, unspecified | Gastrointestinal hemorrhage, unspecified |
GI bleeding: currently getting one unit of prbc transfusion | K92.2 | Gastrointestinal hemorrhage, unspecified | Gastrointestinal hemorrhage, unspecified |
GIB w significant melena | K92.1 | Melena | Melena |
gingivitis | K05.10 | Chronic gingivitis, plaque induced | Chronic gingivitis, plaque induced |
glaucoma - stable, chronic | H40.9 | Unspecified glaucoma | Unspecified glaucoma |
Glaucoma, currently controlled | H40.9 | Unspecified glaucoma | Unspecified glaucoma |
glaucoma, CVA. | H40.9 | Unspecified glaucoma | Unspecified glaucoma |
glaucoma, depression. | H40.9 | Unspecified glaucoma | Unspecified glaucoma |
glipizide | T38.3X5A | Adverse effect of insulin and oral hypoglycemic drugs, init | Adverse effect of insulin and oral hypoglycemic [antidiabetic] drugs, initial encounter |
GLOBUS | F45.8 | Other somatoform disorders | Other somatoform disorders |
Gout, Thyroid | M10.9 | Gout, unspecified | Gout, unspecified |
gout, anxiety BIB | M10.9 | Gout, unspecified | Gout, unspecified |
gout, carpal | M10.9 | Gout, unspecified | Gout, unspecified |
gout, chronic | M1A.9XX0 | Chronic gout, unspecified, without tophus (tophi) | Chronic gout, unspecified, without tophus (tophi) |
gout, CKD | M10.9 | Gout, unspecified | Gout, unspecified |
grade 3 renal laceration | S38.3XXA | Transection (partial) of abdomen, initial encounter | Transection (partial) of abdomen, initial encounter |
Grade I spondylolisthesis L4 | M43.16 | Spondylolisthesis, lumbar region | Spondylolisthesis, lumbar region |
Gram negative UTI | B96.89 | Oth bacterial agents as the cause of diseases classd elswhr | Other specified bacterial agents as the cause of diseases classified elsewhere |
Gram-negative bacteremia with gram-negative | B96.89 | Oth bacterial agents as the cause of diseases classd elswhr | Other specified bacterial agents as the cause of diseases classified elsewhere |
gram-negative rods as well as Pseudomonas | B96.5 | Pseudomonas (mallei) causing diseases classd elswhr | Pseudomonas (aeruginosa) (mallei) (pseudomallei) as the cause of diseases classified elsewhere |
Gram-negative rods identified as Klebsiella | B96.1 | Klebsiella pneumoniae as the cause of diseases classd elswhr | Klebsiella pneumoniae [K. pneumoniae] as the cause of diseases classified elsewhere |
gram-negative sepsis related to the pyelonephritis | A41.50 | Gram-negative sepsis, unspecified | Gram-negative sepsis, unspecified |
Granuloma annulare | L92.0 | Granuloma annulare | Granuloma annulare |
granulomatous disease finding on chest | D71 | Functional disorders of polymorphonuclear neutrophils | Functional disorders of polymorphonuclear neutrophils |
granulomatous lung disease | J98.4 | Other disorders of lung | Other disorders of lung |
Gravida 2 | O09.521 | Supervision of elderly multigravida, first trimester | Supervision of elderly multigravida, first trimester |
great toe ingrown toenail | L60.0 | Ingrowing nail | Ingrowing nail |
grief reaction anxiety | F43.20 | Adjustment disorder, unspecified | Adjustment disorder, unspecified |
gross hematuria every day for the last two months associated with pain in the left lower back | R31.0 | Gross hematuria | Gross hematuria |
gross hematuria w/hydronephrosis | R31.0 | Gross hematuria | Gross hematuria |
gross hematuria, urinary retention. | R31.0 | Gross hematuria | Gross hematuria |
Group B Streptococcus | B95.1 | Streptococcus, group B, causing diseases classd elswhr | Streptococcus, group B, as the cause of diseases classified elsewhere |
Group C strep | A49.1 | Streptococcal infection, unspecified site | Streptococcal infection, unspecified site |
gum bleed | K06.8 | Oth disrd of gingiva and edentulous alveolar ridge | Other specified disorders of gingiva and edentulous alveolar ridge |
Hailey-Hailey disease | Q82.8 | Other specified congenital malformations of skin | Other specified congenital malformations of skin |
hairy cell leukemia | C91.40 | Hairy cell leukemia not having achieved remission | Hairy cell leukemia not having achieved remission |
hallucination | R44.3 | Hallucinations, unspecified | Hallucinations, unspecified |
Hallux rigidus, right foot | M20.21 | Hallux rigidus, right foot | Hallux rigidus, right foot |
hallux valgus, left foot | M20.12 | Hallux valgus (acquired), left foot | Hallux valgus (acquired), left foot |
Hammertoe deformity of the second through fifth toes bilaterally | M20.42 | Other hammer toe(s) (acquired), left foot | Other hammer toe(s) (acquired), left foot |
Hand abrasion | S60.519A | Abrasion of unspecified hand, initial encounter | Abrasion of unspecified hand, initial encounter |
Hand and Forearm Contusion | S50.10XA | Contusion of unspecified forearm, initial encounter | Contusion of unspecified forearm, initial encounter |
hand edema | R60.9 | Edema, unspecified | Edema, unspecified |
hand, redness has resolved and swelling | M79.89 | Other specified soft tissue disorders | Other specified soft tissue disorders |
Hand-foot-and-mouth disease, exanthem | B08.4 | Enteroviral vesicular stomatitis with exanthem | Enteroviral vesicular stomatitis with exanthem |
Hashimoto | E06.3 | Autoimmune thyroiditis | Autoimmune thyroiditis |
Hashimoto thyroiditis | E06.3 | Autoimmune thyroiditis | Autoimmune thyroiditis |
HCV cirrhosis | B19.20 | Unspecified viral hepatitis C without hepatic coma | Unspecified viral hepatitis C without hepatic coma |
HD line sepsis | T82.7XXA | Infect/inflm react d/t oth cardi/vasc dev/implnt/grft, init | Infection and inflammatory reaction due to other cardiac and vascular devices, implants and grafts, initial encounter |
head (small laceration | S38.3XXA | Transection (partial) of abdomen, initial encounter | Transection (partial) of abdomen, initial encounter |
head = 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 |
head during fall | W19.XXXA | Unspecified fall, initial encounter | Unspecified fall, initial encounter |
head feels "sore | B55.1 | Cutaneous leishmaniasis | Cutaneous leishmaniasis |
head trauma, accidental fall | S09.90XA | Unspecified injury of head, initial encounter | Unspecified injury of head, initial encounter |
headache (high blood pressure | I10 | Essential (primary) hypertension | Essential (primary) hypertension |
headache as well as abdominal pain | R10.9 | Unspecified abdominal pain | Unspecified abdominal pain |
headache, migraine | G43.909 | Migraine, unsp, not intractable, without status migrainosus | Migraine, unspecified, not intractable, without status migrainosus |
Healthcare-associated pneumonia, completed therapy for the same. | J18.9 | Pneumonia, unspecified organism | Pneumonia, unspecified organism |
Hearing loss [wears hearing aides and lip | H91.90 | Unspecified hearing loss, unspecified ear | Unspecified hearing loss, unspecified ear |
Hearing loss as part of geriatric syndrome | H91.90 | Unspecified hearing loss, unspecified ear | Unspecified hearing loss, unspecified ear |
hearing loss, paresthesia | H91.90 | Unspecified hearing loss, unspecified ear | Unspecified hearing loss, unspecified ear |
Heart as he has significant thrombocytopenia | D69.6 | Thrombocytopenia, unspecified | Thrombocytopenia, unspecified |
heart catheterization done which showed minimal 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 |
heart disease, asthma | I51.9 | Heart disease, unspecified | Heart disease, unspecified |
Heart Hospital, hypertension and chronic smoking | I11.9 | Hypertensive heart disease without heart failure | Hypertensive heart disease without heart failure |
heart on imaging chronic pericarditis | I31.8 | Other specified diseases of pericardium | Other specified diseases of pericardium |
Heart palpitations | R00.2 | Palpitations | Palpitations |
heart rate has been tachycardic | R00.0 | Tachycardia, unspecified | Tachycardia, unspecified |
heart rate then become bradycardic | Z86.79 | Personal history of other diseases of the circulatory system | Personal history of other diseases of the circulatory system |
Heart score 1 (obesity | E66.9 | Obesity, unspecified | Obesity, unspecified |
Heart score exclusion criteria: sirs | R65.10 | SIRS of non-infectious origin w/o acute organ dysfunction | Systemic inflammatory response syndrome (SIRS) of non-infectious origin without acute organ dysfunction |
heart score is 2 (obesity | E66.9 | Obesity, unspecified | Obesity, unspecified |
heart transplant | Z94.1 | Heart transplant status | Heart transplant status |
heart transplantation | Z94.1 | Heart transplant status | Heart transplant status |
heartburn | Z87.19 | Personal history of other diseases of the digestive system | Personal history of other diseases of the digestive system |
heartburn also controlled | R12 | Heartburn | Heartburn |
Heel Decubitus Ulcer | L89.609 | Pressure ulcer of unspecified heel, unspecified stage | Pressure ulcer of unspecified heel, unspecified stage |
Heel osteomyelitis | M86.9 | Osteomyelitis, unspecified | Osteomyelitis, 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.