docdesc stringlengths 2 165 | dxcode stringlengths 3 8 | shortdesc stringlengths 5 155 | longdesc stringlengths 5 184 |
|---|---|---|---|
GI bleed #2 abdominal pain | R10.9 | Unspecified abdominal pain | Unspecified abdominal pain |
GI bleed -Duodenal ulcer | K92.2 | Gastrointestinal hemorrhage, unspecified | Gastrointestinal hemorrhage, unspecified |
GI bleed in the transverse colon | K92.2 | Gastrointestinal hemorrhage, unspecified | Gastrointestinal hemorrhage, unspecified |
GI BLEED W- HYPERKALEMIA | E87.5 | Hyperkalemia | Hyperkalemia |
GI bleed, abdominal | K92.2 | Gastrointestinal hemorrhage, unspecified | Gastrointestinal hemorrhage, unspecified |
GI bleeding, leukemia | K92.2 | Gastrointestinal hemorrhage, unspecified | Gastrointestinal hemorrhage, unspecified |
GI hemorrhage | K25.4 | Chronic or unspecified gastric ulcer with hemorrhage | Chronic or unspecified gastric ulcer with hemorrhage |
giant cell arteritis | Z86.79 | Personal history of other diseases of the circulatory system | Personal history of other diseases of the circulatory system |
GIB , Anemia | Z87.19 | Personal history of other diseases of the digestive system | Personal history of other diseases of the digestive system |
gingival stomatitis | K12.1 | Other forms of stomatitis | Other forms of stomatitis |
Glaucoma [bilatral eye | H40.9 | Unspecified glaucoma | Unspecified glaucoma |
glaucoma as well as a myelodysplastic syndrome | D46.9 | Myelodysplastic syndrome, unspecified | Myelodysplastic syndrome, unspecified |
glaucoma in L eye | H40.9 | Unspecified glaucoma | Unspecified glaucoma |
Glaucoma, controlled | H40.9 | Unspecified glaucoma | Unspecified glaucoma |
Glaucoma, CVA | H40.9 | Unspecified glaucoma | Unspecified glaucoma |
global amnesia | G45.4 | Transient global amnesia | Transient global amnesia |
glomerulonephritis as well as she has some sores in the mouth | N08 | Glomerular disorders in diseases classified elsewhere | Glomerular disorders in diseases classified elsewhere |
Glucose-6-phosphate dehydrogenase deficiency anemia | D55.0 | Anemia due to glucose-6-phosphate dehydrogenase deficiency | Anemia due to glucose-6-phosphate dehydrogenase [G6PD] deficiency |
glycosuria associated with diabetes | R81 | Glycosuria | Glycosuria |
Gout due to inadequate secretion | M10.9 | Gout, unspecified | Gout, unspecified |
gout in his foot | M10.079 | Idiopathic gout, unspecified ankle and foot | Idiopathic gout, unspecified ankle and foot |
Gout with exacerbation | M10.9 | Gout, unspecified | Gout, unspecified |
gout, anxiety | M10.9 | Gout, unspecified | Gout, unspecified |
gout, came to the emergency room for a subarachnoid hemorrhage | M10.9 | Gout, unspecified | Gout, unspecified |
gout, right ankle | M10.071 | Idiopathic gout, right ankle and foot | Idiopathic gout, right ankle and foot |
gouty arthritis | M10.9 | Gout, unspecified | Gout, unspecified |
gouty crystals with gouty | M10.9 | Gout, unspecified | Gout, unspecified |
grade i spondylolisthesis | M43.10 | Spondylolisthesis, site unspecified | Spondylolisthesis, site unspecified |
grade III diastolic heart failure | I50.30 | Unspecified diastolic (congestive) heart failure | Unspecified diastolic (congestive) heart failure |
Gram negative bacteremia | 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 infection | 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 Sepsis due to EColi | A41.51 | Sepsis due to Escherichia coli [E. coli] | Sepsis due to Escherichia coli [E. coli] |
gram positive cocci (MSSA | A49.01 | Methicillin suscep staph infection, unsp site | Methicillin susceptible Staphylococcus aureus infection, unspecified site |
gram-negative organism like Pseudomonas | B96.5 | Pseudomonas (mallei) causing diseases classd elswhr | Pseudomonas (aeruginosa) (mallei) (pseudomallei) as the cause of diseases classified elsewhere |
gram-negative pneumonia | J15.6 | Pneumonia due to other aerobic Gram-negative bacteria | Pneumonia due to other aerobic Gram-negative bacteria |
Gram-negative rods identified as Pseudomonas | B96.5 | Pseudomonas (mallei) causing diseases classd elswhr | Pseudomonas (aeruginosa) (mallei) (pseudomallei) as the cause of diseases classified elsewhere |
gram-negative rods Pseudomonas | B96.5 | Pseudomonas (mallei) causing diseases classd elswhr | Pseudomonas (aeruginosa) (mallei) (pseudomallei) as the cause of diseases classified elsewhere |
gram-negative rods which later were identified as Pseudomonas | B96.5 | Pseudomonas (mallei) causing diseases classd elswhr | Pseudomonas (aeruginosa) (mallei) (pseudomallei) as the cause of diseases classified elsewhere |
Gram-negative sepsis bacteremia | A41.50 | Gram-negative sepsis, unspecified | Gram-negative sepsis, unspecified |
Gram-negative sepsis due to Escherichia coli | A41.51 | Sepsis due to Escherichia coli [E. coli] | Sepsis due to Escherichia coli [E. coli] |
gram-negative sepsis with septic shock | A41.50 | Gram-negative sepsis, unspecified | Gram-negative sepsis, unspecified |
Gram-negative urinary tract infection | N39.0 | Urinary tract infection, site not specified | Urinary tract infection, site not specified |
granulation tissue at the base | L92.9 | Granulomatous disorder of the skin, subcu, unsp | Granulomatous disorder of the skin and subcutaneous tissue, unspecified |
granulation tissue posterior | L92.9 | Granulomatous disorder of the skin, subcu, unsp | Granulomatous disorder of the skin and subcutaneous tissue, unspecified |
granulation tissue wiith fibrinous | L92.9 | Granulomatous disorder of the skin, subcu, unsp | Granulomatous disorder of the skin and subcutaneous tissue, unspecified |
granulomatous disease of the chest | D71 | Functional disorders of polymorphonuclear neutrophils | Functional disorders of polymorphonuclear neutrophils |
Graves Disease | E05.00 | Thyrotoxicosis w diffuse goiter w/o thyrotoxic crisis | Thyrotoxicosis with diffuse goiter without thyrotoxic crisis or storm |
Gravida 1 | O09.512 | Supervision of elderly primigravida, second trimester | Supervision of elderly primigravida, second trimester |
great toe cellulitis | L03.90 | Cellulitis, unspecified | Cellulitis, unspecified |
greater than 1.1 indicating portal hypertensive | K76.6 | Portal hypertension | Portal hypertension |
Gross Hematuria due to trauma | R31.0 | Gross hematuria | Gross hematuria |
Group B strep sepsis | A41.9 | Sepsis, unspecified organism | Sepsis, unspecified organism |
group B Streptococcus as well as Pseudomonas | B95.1 | Streptococcus, group B, causing diseases classd elswhr | Streptococcus, group B, as the cause of diseases classified elsewhere |
Haemophilus influenzae | B96.3 | Hemophilus influenzae as the cause of diseases classd elswhr | Hemophilus influenzae [H. influenzae] as the cause of diseases classified elsewhere |
hallucinations infectious | R44.3 | Hallucinations, unspecified | Hallucinations, unspecified |
hallucinations, transient | R44.3 | Hallucinations, unspecified | Hallucinations, unspecified |
hallux valgus of the left foot | M20.12 | Hallux valgus (acquired), left foot | Hallux valgus (acquired), left foot |
hallux with DJD 1st mtpj L foot | M19.079 | Primary osteoarthritis, unspecified ankle and foot | Primary osteoarthritis, unspecified ankle and foot |
halo | H53.19 | Other subjective visual disturbances | Other subjective visual disturbances |
hammertoe deformity , left foot | M20.42 | Other hammer toe(s) (acquired), left foot | Other hammer toe(s) (acquired), left foot |
hammertoe deformity of the third right foot | M20.41 | Other hammer toe(s) (acquired), right foot | Other hammer toe(s) (acquired), right foot |
Hammertoes R foot | M20.40 | Other hammer toe(s) (acquired), unspecified foot | Other hammer toe(s) (acquired), unspecified foot |
Hand and arm cellulitis | L03.90 | Cellulitis, unspecified | Cellulitis, unspecified |
hand and forearm are mildly painful | M79.639 | Pain in unspecified forearm | Pain in unspecified forearm |
Hand and Forearm Contusion | S60.229A | Contusion of unspecified hand, initial encounter | Contusion of unspecified hand, initial encounter |
Hand Burn | T23.209A | Burn of second degree of unsp hand, unsp site, init encntr | Burn of second degree of unspecified hand, unspecified site, initial encounter |
hand erythem aand swelling | M79.89 | Other specified soft tissue disorders | Other specified soft tissue disorders |
Hand grips | B33.0 | Epidemic myalgia | Epidemic myalgia |
hand injuries | S66.209A | Unsp inj extensor musc/fasc/tend thmb at wrs/hnd lv, init | Unspecified injury of extensor muscle, fascia and tendon of unspecified thumb at wrist and hand level, initial encounter |
Harada's disease | H30.819 | Harada's disease, unspecified eye | Harada's disease, unspecified eye |
Hartmann's pouch | K82.8 | Other specified diseases of gallbladder | Other specified diseases of gallbladder |
HD | Z99.2 | Dependence on renal dialysis | Dependence on renal dialysis |
HD given ATN | N17.0 | Acute kidney failure with tubular necrosis | Acute kidney failure with tubular necrosis |
HD given volume overload | E87.70 | Fluid overload, unspecified | Fluid overload, unspecified |
HD mgmt for her ESRD | N18.6 | End stage renal disease | End stage renal disease |
head and neck osteomyelitis | M86.9 | Osteomyelitis, unspecified | Osteomyelitis, unspecified |
head did show frontal sinusitis | J32.1 | Chronic frontal sinusitis | Chronic frontal sinusitis |
head during fall | Z91.81 | History of falling | History of falling |
head given Afib | I48.91 | Unspecified atrial fibrillation | Unspecified atrial fibrillation |
head today given change in mental status | R41.82 | Altered mental status, unspecified | Altered mental status, unspecified |
Head trauma, stroke | S09.90XA | Unspecified injury of head, initial encounter | Unspecified injury of head, initial encounter |
headache - hypertensive | I10 | Essential (primary) hypertension | Essential (primary) hypertension |
headache - migraine | G43.909 | Migraine, unsp, not intractable, without status migrainosus | Migraine, unspecified, not intractable, without status migrainosus |
headache after the fall | W19.XXXA | Unspecified fall, initial encounter | Unspecified fall, initial encounter |
headache blurry vision | H53.8 | Other visual disturbances | Other visual disturbances |
headache fever | R50.9 | Fever, unspecified | Fever, unspecified |
headache nausea | R11.0 | Nausea | Nausea |
headache since yetserday PM that begins once she sits up | A65 | Nonvenereal syphilis | Nonvenereal syphilis |
healed scabs | R23.4 | Changes in skin texture | Changes in skin texture |
healing Pressure ulcer | L89.90 | Pressure ulcer of unspecified site, unspecified stage | Pressure ulcer of unspecified site, unspecified stage |
hearing impairment | H91.90 | Unspecified hearing loss, unspecified ear | Unspecified hearing loss, unspecified ear |
Hearing loss | H91.90 | Unspecified hearing loss, unspecified ear | Unspecified hearing loss, unspecified ear |
Hearing loss [wears a hearing aide in left ear | H91.90 | Unspecified hearing loss, unspecified ear | Unspecified hearing loss, unspecified ear |
hearing loss is admitted as he continued to have swelling | H91.90 | Unspecified hearing loss, unspecified ear | Unspecified hearing loss, unspecified ear |
heart disease - CAD | 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 [Tiny hole in heart | I51.9 | Heart disease, unspecified | Heart disease, unspecified |
heart disease affecting her aortic and mitral valve | I51.9 | Heart disease, unspecified | Heart disease, unspecified |
heart disease as well as with stroke | I51.9 | Heart disease, unspecified | Heart disease, unspecified |
heart disease deafness | H91.90 | Unspecified hearing loss, unspecified ear | Unspecified hearing loss, unspecified ear |
heart failure despite pacing therapy | I50.9 | Heart failure, unspecified | Heart failure, 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.