docdesc stringlengths 2 165 | dxcode stringlengths 3 8 | shortdesc stringlengths 5 155 | longdesc stringlengths 5 184 |
|---|---|---|---|
Staphylococcus aureus is MRSA | B95.62 | Methicillin resis staph infct causing diseases classd elswhr | Methicillin resistant Staphylococcus aureus infection as the cause of diseases classified elsewhere |
Staphylococcus aureus left hip | Z16.11 | Resistance to penicillins | Resistance to penicillins |
Staphylococcus aureus urinary tract infection | Z16.11 | Resistance to penicillins | Resistance to penicillins |
Staphylococcus bacteremia | Z16.11 | Resistance to penicillins | Resistance to penicillins |
Staphylococcus epidermidis bacteremia | Z16.11 | Resistance to penicillins | Resistance to penicillins |
Staphylococcus pneumonia | J15.20 | Pneumonia due to staphylococcus, unspecified | Pneumonia due to staphylococcus, unspecified |
status post hemicolectomy | Z90.49 | Acquired absence of other specified parts of digestive tract | Acquired absence of other specified parts of digestive tract |
std like syphilis | A64 | Unspecified sexually transmitted disease | Unspecified sexually transmitted disease |
steatosis | E88.89 | Other specified metabolic disorders | Other specified metabolic disorders |
stem cell transplant | Z94.84 | Stem cells transplant status | Stem cells transplant status |
STEMI activated, anterior chest wall | I21.09 | STEMI involving oth coronary artery of anterior wall | ST elevation (STEMI) myocardial infarction involving other coronary artery of anterior wall |
STEMI, abnormal overall | I21.3 | ST elevation (STEMI) myocardial infarction of unsp site | ST elevation (STEMI) myocardial infarction of unspecified site |
stenosis in right carotid artery | I65.21 | Occlusion and stenosis of right carotid artery | Occlusion and stenosis of right carotid artery |
stenosis in right carotid | I65.21 | Occlusion and stenosis of right carotid artery | Occlusion and stenosis of right carotid artery |
stenosis left cervical internal carotid artery | M48.02 | Spinal stenosis, cervical region | Spinal stenosis, cervical region |
stenosis of the lumbar spinal canal | M48.00 | Spinal stenosis, site unspecified | Spinal stenosis, site unspecified |
stenosis of the cervical arterial | M48.02 | Spinal stenosis, cervical region | Spinal stenosis, cervical region |
stenosis of the major cervical arterial | M48.02 | Spinal stenosis, cervical region | Spinal stenosis, cervical region |
stenosis of the proximal cervical segment | M48.02 | Spinal stenosis, cervical region | Spinal stenosis, cervical region |
stenosis requiring left BKA | Z89.512 | Acquired absence of left leg below knee | Acquired absence of left leg below knee |
stercoral ulcer perforation | K63.1 | Perforation of intestine (nontraumatic) | Perforation of intestine (nontraumatic) |
sternum sprain | S23.429A | Unspecified sprain of sternum, initial encounter | Unspecified sprain of sternum, initial encounter |
steroids as shock | R57.8 | Other shock | Other shock |
steroids for COVID-19 infection | U07.1 | COVID-19 | COVID-19 |
steroids for his COVID-19 infection | U07.1 | COVID-19 | COVID-19 |
steroids given COPD | J44.9 | Chronic obstructive pulmonary disease, unspecified | Chronic obstructive pulmonary disease, unspecified |
steroids use | F55.3 | Abuse of steroids or hormones | Abuse of steroids or hormones |
steroids were adjusted for tumor finding | R97.8 | Other abnormal tumor markers | Other abnormal tumor markers |
stomach bloating | R14.0 | Abdominal distension (gaseous) | Abdominal distension (gaseous) |
stomach malformation | Q89.8 | Other specified congenital malformations | Other specified congenital malformations |
stomach pain | K30 | Functional dyspepsia | Functional dyspepsia |
stomach was bad", vomited twice and had diarrhea | R19.7 | Diarrhea, unspecified | Diarrhea, unspecified |
stomach, severe gastritis and a duodenal ulcer | K29.70 | Gastritis, unspecified, without bleeding | Gastritis, unspecified, without bleeding |
stomach, severe gastritis and a duodenal ulcer | K29.70 | Gastritis, unspecified, without bleeding | Gastritis, unspecified, without bleeding |
stones, kidney stone which passed quickly, ruptured | N20.0 | Calculus of kidney | Calculus of kidney |
strain | S46.819A | Strain of musc/fasc/tend at shldr/up arm, unsp arm, init | Strain of other muscles, fascia and tendons at shoulder and upper arm level, unspecified arm, initial encounter |
strain | S46.911A | Strain unsp musc/fasc/tend at shldr/up arm, right arm, init | Strain of unspecified muscle, fascia and tendon at shoulder and upper arm level, right arm, initial encounter |
strain | S56.113A | Strain flexor musc/fasc/tend r mid finger at forarm lv, init | Strain of flexor muscle, fascia and tendon of right middle finger at forearm level, initial encounter |
strain | S96.219A | Strain of intrinsic msl/tnd at ank/ft level, unsp foot, init | Strain of intrinsic muscle and tendon at ankle and foot level, unspecified foot, initial encounter |
strain of right knee, ankle, and foot | S83.91XA | Sprain of unspecified site of right knee, initial encounter | Sprain of unspecified site of right knee, initial encounter |
strain of the left quadriceps and hip | S73.102A | Unspecified sprain of left hip, initial encounter | Unspecified sprain of left hip, initial encounter |
strangulated umbilical hernia | K42.0 | Umbilical hernia with obstruction, without gangrene | Umbilical hernia with obstruction, without gangrene |
Strangulated ventral hernial | K46.9 | Unspecified abdominal hernia without obstruction or gangrene | Unspecified abdominal hernia without obstruction or gangrene |
strep endocarditis | I38 | Endocarditis, valve unspecified | Endocarditis, valve unspecified |
strep throat | J02.0 | Streptococcal pharyngitis | Streptococcal pharyngitis |
Strep sepsis | A40.9 | Streptococcal sepsis, unspecified | Streptococcal sepsis, unspecified |
strep, flu | A49.1 | Streptococcal infection, unspecified site | Streptococcal infection, unspecified site |
Streptococcal sore throat | J02.0 | Streptococcal pharyngitis | Streptococcal pharyngitis |
Streptococcus _____mycoplasma | B96.0 | Mycoplasma pneumoniae as the cause of diseases classd elswhr | Mycoplasma pneumoniae [M. pneumoniae] as the cause of diseases classified elsewhere |
Streptococcus gordonii sepsis | A40.9 | Streptococcal sepsis, unspecified | Streptococcal sepsis, unspecified |
Streptococcus pneumoniae pneumonia | J13 | Pneumonia due to Streptococcus pneumoniae | Pneumonia due to Streptococcus pneumoniae |
stridor | R06.1 | Stridor | Stridor |
stroke #4 on dialysis | 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 |
stroke given 95% occlusion | I63.9 | Cerebral infarction, unspecified | Cerebral infarction, unspecified |
Stroke involving left middle cerebral artery | I63.412 | Cereb infrc due to embolism of left middle cerebral artery | Cerebral infarction due to embolism of left middle cerebral artery |
stroke involving the brain | I63.9 | Cerebral infarction, unspecified | Cerebral infarction, unspecified |
stroke on the right thalamus | 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 |
stroke seizures | R56.9 | Unspecified convulsions | Unspecified convulsions |
stroke with left-sided residual weakness | 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 |
stroke with right-sided weakness | I69.351 | Hemiplga following cerebral infrc aff right dominant side | Hemiplegia and hemiparesis following cerebral infarction affecting right dominant side |
stroke, coronary artery | 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 |
stroke, heart disease discussed | I63.9 | Cerebral infarction, unspecified | Cerebral infarction, unspecified |
stroke, heart disease discussed. | I63.9 | Cerebral infarction, unspecified | Cerebral infarction, unspecified |
stroke, lung | 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 |
stroke, seizure | I63.9 | Cerebral infarction, unspecified | Cerebral infarction, unspecified |
stroke, this reflects a second embolic event. | I63.9 | Cerebral infarction, unspecified | Cerebral infarction, unspecified |
stye in left upper eyelid | H00.014 | Hordeolum externum left upper eyelid | Hordeolum externum left upper eyelid |
stye right lower eyelid | H00.012 | Hordeolum externum right lower eyelid | Hordeolum externum right lower eyelid |
subacute bacterial endocarditis | I33.0 | Acute and subacute infective endocarditis | Acute and subacute infective endocarditis |
subacute onset of abdominal pain | R10.9 | Unspecified abdominal pain | Unspecified abdominal pain |
subacute to chronic cellulitis | L03.90 | Cellulitis, unspecified | Cellulitis, unspecified |
subarachnoid hemorrhage in the right posterior temporal region | I60.9 | Nontraumatic subarachnoid hemorrhage, unspecified | Nontraumatic subarachnoid hemorrhage, unspecified |
subclavian DVT | I82.409 | Acute embolism and thombos unsp deep vn unsp lower extremity | Acute embolism and thrombosis of unspecified deep veins of unspecified lower extremity |
subclinical hyperthyroidism | E05.90 | Thyrotoxicosis, unsp without thyrotoxic crisis or storm | Thyrotoxicosis, unspecified without thyrotoxic crisis or storm |
subcutaneous emphysema in the neck | T79.7XXA | Traumatic subcutaneous emphysema, initial encounter | Traumatic subcutaneous emphysema, initial encounter |
subdural hematoma | Z86.79 | Personal history of other diseases of the circulatory system | Personal history of other diseases of the circulatory system |
subluxation | S13.170A | Subluxation of C6/C7 cervical vertebrae, initial encounter | Subluxation of C6/C7 cervical vertebrae, initial encounter |
subluxation | S13.180A | Subluxation of C7/T1 cervical vertebrae, initial encounter | Subluxation of C7/T1 cervical vertebrae, initial encounter |
subluxation | S23.110A | Subluxation of T1/T2 thoracic vertebra, initial encounter | Subluxation of T1/T2 thoracic vertebra, initial encounter |
subluxation | S83.103A | Unspecified subluxation of unspecified knee, init encntr | Unspecified subluxation of unspecified knee, initial encounter |
subluxation at C3 | S13.130A | Subluxation of C2/C3 cervical vertebrae, initial encounter | Subluxation of C2/C3 cervical vertebrae, initial encounter |
subluxation of the hip | S73.003A | Unspecified subluxation of unspecified hip, init encntr | Unspecified subluxation of unspecified hip, initial encounter |
subluxation of the patella and posterior | S83.003A | Unspecified subluxation of unspecified patella, init encntr | Unspecified subluxation of unspecified patella, initial encounter |
subscapularis muscle tear | S38.3XXA | Transection (partial) of abdomen, initial encounter | Transection (partial) of abdomen, initial encounter |
subsequent depression | F32.9 | Major depressive disorder, single episode, unspecified | Major depressive disorder, single episode, unspecified |
subsequent hip fracture | Z87.81 | Personal history of (healed) traumatic fracture | Personal history of (healed) traumatic fracture |
substernal chest pain radiating to jaw | R07.89 | Other chest pain | Other chest pain |
sucrose | T50.3X5A | Adverse effect of electrolytic/caloric/wtr-bal agnt, init | Adverse effect of electrolytic, caloric and water-balance agents, initial encounter |
suicidal ideation | R45.851 | Suicidal ideations | Suicidal ideations |
suicidal ideation delusions | R45.851 | Suicidal ideations | Suicidal ideations |
suicidal ideation, tachycardia | R45.851 | Suicidal ideations | Suicidal ideations |
superficial bacterial infection | A49.9 | Bacterial infection, unspecified | Bacterial infection, unspecified |
superficial thrombus in the right greater saphenous vein | I82.90 | Acute embolism and thrombosis of unspecified vein | Acute embolism and thrombosis of unspecified vein |
superior endplate edema | R60.9 | Edema, unspecified | Edema, unspecified |
surgical OBS for cellulitis | L03.90 | Cellulitis, unspecified | Cellulitis, unspecified |
surgical treatment for his OA | M19.90 | Unspecified osteoarthritis, unspecified site | Unspecified osteoarthritis, unspecified site |
swelling as well as left foot | M79.89 | Other specified soft tissue disorders | Other specified soft tissue disorders |
swelling down the left hip and leg | M79.89 | Other specified soft tissue disorders | Other specified soft tissue disorders |
Swelling in bilateral legs | M79.89 | Other specified soft tissue disorders | Other specified soft tissue disorders |
swelling in his legs | M79.89 | Other specified soft tissue disorders | Other specified soft tissue disorders |
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.