docdesc stringlengths 2 165 | dxcode stringlengths 3 8 | shortdesc stringlengths 5 155 | longdesc stringlengths 5 184 |
|---|---|---|---|
lower lobe collapse | R55 | Syncope and collapse | Syncope and collapse |
lower lung atelectasis | J98.11 | Atelectasis | Atelectasis |
lower muscle weakness | M62.81 | Muscle weakness (generalized) | Muscle weakness (generalized) |
lower quadrant abdominal pain | R10.9 | Unspecified abdominal pain | Unspecified abdominal pain |
lower urinary tract symptoms | R39.9 | Unsp symptoms and signs involving the genitourinary system | Unspecified symptoms and signs involving the genitourinary system |
lt foot has gangrene | I96 | Gangrene, not elsewhere classified | Gangrene, not elsewhere classified |
LT knee wound dehiscence | T81.30XA | Disruption of wound, unspecified, initial encounter | Disruption of wound, unspecified, initial encounter |
Lt lung empyema | J86.9 | Pyothorax without fistula | Pyothorax without fistula |
Lt radiculopathy | M54.10 | Radiculopathy, site unspecified | Radiculopathy, site unspecified |
LT side rib pain | R07.9 | Chest pain, unspecified | Chest pain, unspecified |
lumbar compression fracture | M48.56XA | Collapsed vertebra, NEC, lumbar region, init | Collapsed vertebra, not elsewhere classified, lumbar region, initial encounter for fracture |
Lumbar radiculopathy [and cervical region | M54.16 | Radiculopathy, lumbar region | Radiculopathy, lumbar region |
Lumbar radiculopathy, L3-L4 | M54.16 | Radiculopathy, lumbar region | Radiculopathy, lumbar region |
Lumbar radiculopathy- bulging disk | M51.86 | Other intervertebral disc disorders, lumbar region | Other intervertebral disc disorders, lumbar region |
lumbar spine also revealed MRSA | B95.62 | Methicillin resis staph infct causing diseases classd elswhr | Methicillin resistant Staphylococcus aureus infection as the cause of diseases classified elsewhere |
lumbar spine as noting low back pain | M54.5 | Low back pain | Low back pain |
lumbar spine or cervical spine (spondylosis | M47.897 | Other spondylosis, lumbosacral region | Other spondylosis, lumbosacral region |
Lumbar spondylolisthesis | Q76.2 | Congenital spondylolisthesis | Congenital spondylolisthesis |
lumbar spondylolisthesis grade I | Q76.2 | Congenital spondylolisthesis | Congenital spondylolisthesis |
lumbar stenosis, lumbar | M48.061 | Spinal stenosis, lumbar region without neurogenic claud | Spinal stenosis, lumbar region without neurogenic claudication |
lumbar stenosis, worst levels being L3-L5 | M48.061 | Spinal stenosis, lumbar region without neurogenic claud | Spinal stenosis, lumbar region without neurogenic claudication |
lumbar strain, urethral | S33.5XXA | Sprain of ligaments of lumbar spine, initial encounter | Sprain of ligaments of lumbar spine, initial encounter |
Lumbar wound dehiscence | T81.30XA | Disruption of wound, unspecified, initial encounter | Disruption of wound, unspecified, initial encounter |
Lumber degenerative disc disease | M51.36 | Other intervertebral disc degeneration, lumbar region | Other intervertebral disc degeneration, lumbar region |
Lumber Disc Herniation | M50.80 | Other cervical disc disorders, unspecified cervical region | Other cervical disc disorders, unspecified cervical region |
lumber osteomyelitis | M86.9 | Osteomyelitis, unspecified | Osteomyelitis, unspecified |
lumbosacral cellulitis | L03.90 | Cellulitis, unspecified | Cellulitis, unspecified |
lung adenocarcinoma | C34.90 | Malignant neoplasm of unsp part of unsp bronchus or lung | Malignant neoplasm of unspecified part of unspecified bronchus or lung |
lung CA | C79.51 | Secondary malignant neoplasm of bone | Secondary malignant neoplasm of bone |
lung disease (COPD | J44.9 | Chronic obstructive pulmonary disease, unspecified | Chronic obstructive pulmonary disease, unspecified |
lung disease following COVID-19 | U07.1 | COVID-19 | COVID-19 |
lung disease to the brain, lung | J98.4 | Other disorders of lung | Other disorders of lung |
lung disease, diabetes | J98.4 | Other disorders of lung | Other disorders of lung |
lung mass - Pulmonary | R91.8 | Other nonspecific abnormal finding of lung field | Other nonspecific abnormal finding of lung field |
lung mass be entrapped the lung | R91.8 | Other nonspecific abnormal finding of lung field | Other nonspecific abnormal finding of lung field |
lung mass since last 4-5 years on the left side lung | R91.8 | Other nonspecific abnormal finding of lung field | Other nonspecific abnormal finding of lung field |
lung pleural effusion | J90 | Pleural effusion, not elsewhere classified | Pleural effusion, not elsewhere classified |
lung suggests pneumonia | J18.9 | Pneumonia, unspecified organism | Pneumonia, unspecified organism |
lung transplant | Z94.2 | Lung transplant status | Lung transplant status |
lung volumes_____ also shows a moderate restrictive lung disease | J98.4 | Other disorders of lung | Other disorders of lung |
lung will collapse | J98.19 | Other pulmonary collapse | Other pulmonary collapse |
lungs compatible COPD | J44.9 | Chronic obstructive pulmonary disease, unspecified | Chronic obstructive pulmonary disease, unspecified |
lupus "isn't up my kidney | M32.9 | Systemic lupus erythematosus, unspecified | Systemic lupus erythematosus, unspecified |
Lupus nephritis is stable | M32.14 | Glomerular disease in systemic lupus erythematosus | Glomerular disease in systemic lupus erythematosus |
lupus nephritis, on HD | M32.14 | Glomerular disease in systemic lupus erythematosus | Glomerular disease in systemic lupus erythematosus |
Lupus, in remission. | M32.9 | Systemic lupus erythematosus, unspecified | Systemic lupus erythematosus, unspecified |
LV dysfunction, Grade 4 diastolic | I51.81 | Takotsubo syndrome | Takotsubo syndrome |
Lyme disease | A69.20 | Lyme disease, unspecified | Lyme disease, unspecified |
lymphadenopathy in chest | R59.1 | Generalized enlarged lymph nodes | Generalized enlarged lymph nodes |
lymphadenopathy in the chest | R59.1 | Generalized enlarged lymph nodes | Generalized enlarged lymph nodes |
lymphadenopathy throughout the retroperitoneum along the abdominal | R59.1 | Generalized enlarged lymph nodes | Generalized enlarged lymph nodes |
lymphadenopathy, needs CT chest | R59.1 | Generalized enlarged lymph nodes | Generalized enlarged lymph nodes |
lymphadenopathy.Progressive | R59.1 | Generalized enlarged lymph nodes | Generalized enlarged lymph nodes |
lymphatic malformation | Q89.9 | Congenital malformation, unspecified | Congenital malformation, unspecified |
lymphedema LLE | I89.0 | Lymphedema, not elsewhere classified | Lymphedema, not elsewhere classified |
lymphedema of both legs | I89.0 | Lymphedema, not elsewhere classified | Lymphedema, not elsewhere classified |
lymphedema to right cheek | I89.0 | Lymphedema, not elsewhere classified | Lymphedema, not elsewhere classified |
lymphedema, anemia | I89.0 | Lymphedema, not elsewhere classified | Lymphedema, not elsewhere classified |
lymphedema, coronary artery | I89.0 | Lymphedema, not elsewhere classified | Lymphedema, not elsewhere classified |
lymphedema, diabetes | I89.0 | Lymphedema, not elsewhere classified | Lymphedema, not elsewhere classified |
lymphoma and ascending aortic | C85.90 | Non-Hodgkin lymphoma, unspecified, unspecified site | Non-Hodgkin lymphoma, unspecified, unspecified site |
lymphoma on IV chemo | Z85.72 | Personal history of non-Hodgkin lymphomas | Personal history of non-Hodgkin lymphomas |
lymphoma, anemia | Z85.72 | Personal history of non-Hodgkin lymphomas | Personal history of non-Hodgkin lymphomas |
Macrocytosis | D75.89 | Other specified diseases of blood and blood-forming organs | Other specified diseases of blood and blood-forming organs |
macular edema | R60.9 | Edema, unspecified | Edema, unspecified |
major complaints are shortness of breath | R06.02 | Shortness of breath | Shortness of breath |
malaise from anxiety | R53.81 | Other malaise | Other malaise |
malaise in an older diabetic | R53.81 | Other malaise | Other malaise |
malaise, depression] | R53.81 | Other malaise | Other malaise |
malaise, headache. | R53.81 | Other malaise | Other malaise |
malignancy in the lung | C34.90 | Malignant neoplasm of unsp part of unsp bronchus or lung | Malignant neoplasm of unspecified part of unspecified bronchus or lung |
malignancy on the left lung | C34.12 | Malignant neoplasm of upper lobe, left bronchus or lung | Malignant neoplasm of upper lobe, left bronchus or lung |
Malignant essential hypertension | I10 | Essential (primary) hypertension | Essential (primary) hypertension |
malignant ventricular arrythmia | I49.9 | Cardiac arrhythmia, unspecified | Cardiac arrhythmia, unspecified |
Malnutrition Diagnosis: Pt meets criteria for severe protein-calorie malnutrition | E43 | Unspecified severe protein-calorie malnutrition | Unspecified severe protein-calorie malnutrition |
Malnutrition Severe | E43 | Unspecified severe protein-calorie malnutrition | Unspecified severe protein-calorie malnutrition |
Malnutrition Support Criteria:Severe | E43 | Unspecified severe protein-calorie malnutrition | Unspecified severe protein-calorie malnutrition |
malnutrition with poor wound | E46 | Unspecified protein-calorie malnutrition | Unspecified protein-calorie malnutrition |
malnutrition with sepsis, infection | E46 | Unspecified protein-calorie malnutrition | Unspecified protein-calorie malnutrition |
marginal zone lymphoma | Z85.72 | Personal history of non-Hodgkin lymphomas | Personal history of non-Hodgkin lymphomas |
marijuana for pain | F12.90 | Cannabis use, unspecified, uncomplicated | Cannabis use, unspecified, uncomplicated |
marijuana inducing some nausea | F12.90 | Cannabis use, unspecified, uncomplicated | Cannabis use, unspecified, uncomplicated |
marijuana, alcohol | F12.90 | Cannabis use, unspecified, uncomplicated | Cannabis use, unspecified, uncomplicated |
Marrow CA | C96.9 | Malig neoplm of lymphoid, hematpoetc and rel tissue, unsp | Malignant neoplasm of lymphoid, hematopoietic and related tissue, unspecified |
mass effect within the abdomen | R19.09 | Other intra-abdominal and pelvic swelling, mass and lump | Other intra-abdominal and pelvic swelling, mass and lump |
mass identified in the visualized liver | R16.0 | Hepatomegaly, not elsewhere classified | Hepatomegaly, not elsewhere classified |
mass in his right lung | R91.8 | Other nonspecific abnormal finding of lung field | Other nonspecific abnormal finding of lung field |
mass in the liver | R16.0 | Hepatomegaly, not elsewhere classified | Hepatomegaly, not elsewhere classified |
mass in the lower abdomen | R19.09 | Other intra-abdominal and pelvic swelling, mass and lump | Other intra-abdominal and pelvic swelling, mass and lump |
mass left kidney | N28.89 | Other specified disorders of kidney and ureter | Other specified disorders of kidney and ureter |
mass on lung | R91.8 | Other nonspecific abnormal finding of lung field | Other nonspecific abnormal finding of lung field |
mass RLL 3-6 cm (needs CT chest | R22.2 | Localized swelling, mass and lump, trunk | Localized swelling, mass and lump, trunk |
Maxillary Fracture | S02.401A | Maxillary fracture, unspecified side, init | Maxillary fracture, unspecified side, initial encounter for closed fracture |
measles | B05.9 | Measles without complication | Measles without complication |
medial knee pain | M25.569 | Pain in unspecified knee | Pain in unspecified knee |
median arcuate ligament syndrome | I77.4 | Celiac artery compression syndrome | Celiac artery compression syndrome |
mediastinum | C78.1 | Secondary malignant neoplasm of mediastinum | Secondary malignant neoplasm of mediastinum |
medullary nephrolithiasis | N20.0 | Calculus of kidney | Calculus of kidney |
megaloblastic anemia | D53.1 | Other megaloblastic anemias, not elsewhere classified | Other megaloblastic anemias, not elsewhere classified |
melanoma left foot | C43.9 | Malignant melanoma of skin, unspecified | Malignant melanoma of skin, 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.