docdesc stringlengths 2 165 | dxcode stringlengths 3 8 | shortdesc stringlengths 5 155 | longdesc stringlengths 5 184 |
|---|---|---|---|
swelling in his legs and scrotal | M79.89 | Other specified soft tissue disorders | Other specified soft tissue disorders |
swelling in the legs | M79.89 | Other specified soft tissue disorders | Other specified soft tissue disorders |
swelling in the legs and abdomen | M79.89 | Other specified soft tissue disorders | Other specified soft tissue disorders |
swelling in the rt leg | M79.89 | Other specified soft tissue disorders | Other specified soft tissue disorders |
swelling L leg | M79.89 | Other specified soft tissue disorders | Other specified soft tissue disorders |
Swelling of Finger | M79.89 | Other specified soft tissue disorders | Other specified soft tissue disorders |
swelling on his feet | M79.89 | Other specified soft tissue disorders | Other specified soft tissue disorders |
swelling to bilateral feet | M79.89 | Other specified soft tissue disorders | Other specified soft tissue disorders |
swelling to both of her legs | M79.89 | Other specified soft tissue disorders | Other specified soft tissue disorders |
swelling to L ear | H93.8X9 | Other specified disorders of ear, unspecified ear | Other specified disorders of ear, unspecified ear |
swelling to Left leg below the knee | M79.89 | Other specified soft tissue disorders | Other specified soft tissue disorders |
Swelling to leg | M79.89 | Other specified soft tissue disorders | Other specified soft tissue disorders |
swelling to right leg | M79.89 | Other specified soft tissue disorders | Other specified soft tissue disorders |
swelling used on left foot | M79.89 | Other specified soft tissue disorders | Other specified soft tissue disorders |
Symptomatic anemia due to iron deficiency | D64.9 | Anemia, unspecified | Anemia, unspecified |
symptomatic hemorrhoids | K64.9 | Unspecified hemorrhoids | Unspecified hemorrhoids |
symptomatic hypernatremia | E87.0 | Hyperosmolality and hypernatremia | Hyperosmolality and hypernatremia |
symptomatic treatment for COVID-19 infection | U07.1 | COVID-19 | COVID-19 |
syncopal episode he states he did mention that he drank a fair amount of alcohol | R55 | Syncope and collapse | Syncope and collapse |
syncopal episode, constipation | R55 | Syncope and collapse | Syncope and collapse |
syncopal episode, was brought into the Emergency Room, found to have severe | R55 | Syncope and collapse | Syncope and collapse |
syncope #2 anemia | R55 | Syncope and collapse | Syncope and collapse |
Syncope -Sepsis | R55 | Syncope and collapse | Syncope and collapse |
syncope headache | R55 | Syncope and collapse | Syncope and collapse |
Syncope w/Hemorrhagic | R55 | Syncope and collapse | Syncope and collapse |
syncope while at work (barber) was on feet | R55 | Syncope and collapse | Syncope and collapse |
Syncope with bradycardia | R55 | Syncope and collapse | Syncope and collapse |
syncope) that lead | R55 | Syncope and collapse | Syncope and collapse |
syncope, alcohol abuse | R55 | Syncope and collapse | Syncope and collapse |
syncope, change in vision | R55 | Syncope and collapse | Syncope and collapse |
syncope, diarrhea | R55 | Syncope and collapse | Syncope and collapse |
SYNCOPE, ELECTROLYTE IMBALANCE | R55 | Syncope and collapse | Syncope and collapse |
syncope, recurrent | R55 | Syncope and collapse | Syncope and collapse |
Syncope, secondary to bradycardia | R55 | Syncope and collapse | Syncope and collapse |
syncope, unilateral extremity | R55 | Syncope and collapse | Syncope and collapse |
Syncope: Due to Alcol intoxication | R55 | Syncope and collapse | Syncope and collapse |
syndrome of inappropriate antidiuretic hormone secretion | E22.2 | Syndrome of inappropriate secretion of antidiuretic hormone | Syndrome of inappropriate secretion of antidiuretic hormone |
Synovitis 1st mtpj R foot | M65.879 | Other synovitis and tenosynovitis, unsp ankle and foot | Other synovitis and tenosynovitis, unspecified ankle and foot |
Synovitis first metatarsophalangeal right foot | M65.9 | Synovitis and tenosynovitis, unspecified | Synovitis and tenosynovitis, unspecified |
syphilis screening | A53.9 | Syphilis, unspecified | Syphilis, unspecified |
systemic allergic reaction other than tachycardia | J67.7 | Air conditioner and humidifier lung | Air conditioner and humidifier lung |
Systemic hypertension | I10 | Essential (primary) hypertension | Essential (primary) hypertension |
Systemic inflammatory response syndrome | 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 |
Systemic inflammatory response syndrome due to acute pancreatitis | 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 |
systolic and diastolic congestive heart failure | I50.40 | Unsp combined systolic and diastolic (congestive) hrt fail | Unspecified combined systolic (congestive) and diastolic (congestive) heart failure |
systolic and diastolic congetsive heart failure | I50.40 | Unsp combined systolic and diastolic (congestive) hrt fail | Unspecified combined systolic (congestive) and diastolic (congestive) heart failure |
systolic collapse | R55 | Syncope and collapse | Syncope and collapse |
systolic dysfunction, left ventricular | I51.9 | Heart disease, unspecified | Heart disease, unspecified |
Systolic) - patient initiall had dyspnea | R06.00 | Dyspnea, unspecified | Dyspnea, unspecified |
sz | R56.9 | Unspecified convulsions | Unspecified convulsions |
T11-T12 spinal fusion | Z98.1 | Arthrodesis status | Arthrodesis status |
t12 compression fx | Z87.312 | Personal history of (healed) stress fracture | Personal history of (healed) stress fracture |
T2-T3 | M48.04 | Spinal stenosis, thoracic region | Spinal stenosis, thoracic region |
T2DM w/neuropathy | E11.9 | Type 2 diabetes mellitus without complications | Type 2 diabetes mellitus without complications |
T2DM who is seen in the ED for further evaluation of "feeling like I was having a bladder | E11.9 | Type 2 diabetes mellitus without complications | Type 2 diabetes mellitus without complications |
T2DM with CKD | E11.9 | Type 2 diabetes mellitus without complications | Type 2 diabetes mellitus without complications |
T5 there is approximately 20% loss of height | R29.890 | Loss of height | Loss of height |
Tachycardia - Disease caused by severe acute respiratory syndrome coronavirus | R00.0 | Tachycardia, unspecified | Tachycardia, unspecified |
tachycardia | P29.11 | Neonatal tachycardia | Neonatal tachycardia |
tachycardia - rate controlled | R00.0 | Tachycardia, unspecified | Tachycardia, unspecified |
Tachycardia - improved, appears to be sinus | R00.0 | Tachycardia, unspecified | Tachycardia, unspecified |
Tachycardia - improved, heart | R00.0 | Tachycardia, unspecified | Tachycardia, unspecified |
Tachycardia and mucous | R00.0 | Tachycardia, unspecified | Tachycardia, unspecified |
tachycardia is due to the urinary tract infection | R00.0 | Tachycardia, unspecified | Tachycardia, unspecified |
tachycardia likely due to pain | R00.0 | Tachycardia, unspecified | Tachycardia, unspecified |
Tachycardia related to shock | R00.0 | Tachycardia, unspecified | Tachycardia, unspecified |
tachycardia seizures | R00.0 | Tachycardia, unspecified | Tachycardia, unspecified |
tachycardia with hypoxia | R00.0 | Tachycardia, unspecified | Tachycardia, unspecified |
tachycardia, controlled | R00.0 | Tachycardia, unspecified | Tachycardia, unspecified |
tachycardia, hyponatremia | R00.0 | Tachycardia, unspecified | Tachycardia, unspecified |
Tachycardia, likely from the delirium tremens | R00.0 | Tachycardia, unspecified | Tachycardia, unspecified |
tachycardic at heart | R00.0 | Tachycardia, unspecified | Tachycardia, unspecified |
Tachycardic earlier today - sinus | R00.0 | Tachycardia, unspecified | Tachycardia, unspecified |
tachycardic he was made a sepsis | R00.0 | Tachycardia, unspecified | Tachycardia, unspecified |
tachycardic her to get back | R00.0 | Tachycardia, unspecified | Tachycardia, unspecified |
tachycardic in the 120s-130s sinus | R00.0 | Tachycardia, unspecified | Tachycardia, unspecified |
tachycardic, lung | R00.0 | Tachycardia, unspecified | Tachycardia, unspecified |
tachycardic, probably due to some respiratory | R00.0 | Tachycardia, unspecified | Tachycardia, unspecified |
tachypnea cur tachycardic | R00.0 | Tachycardia, unspecified | Tachycardia, unspecified |
tachypnea from significant metabolic acidosis | R06.82 | Tachypnea, not elsewhere classified | Tachypnea, not elsewhere classified |
Tachypnea noted, tachycardia noted. | R06.82 | Tachypnea, not elsewhere classified | Tachypnea, not elsewhere classified |
tachypnea, hypoxic. | R06.82 | Tachypnea, not elsewhere classified | Tachypnea, not elsewhere classified |
tachypnea, left side chest | R06.82 | Tachypnea, not elsewhere classified | Tachypnea, not elsewhere classified |
tachypnea, multifocal pneumonia) | R06.82 | Tachypnea, not elsewhere classified | Tachypnea, not elsewhere classified |
Tachypneic | P22.1 | Transient tachypnea of newborn | Transient tachypnea of newborn |
tachypneic to 30's He is back | R06.82 | Tachypnea, not elsewhere classified | Tachypnea, not elsewhere classified |
tachypneic with a respiratory | R06.82 | Tachypnea, not elsewhere classified | Tachypnea, not elsewhere classified |
tachypneic, diminished lung | R06.82 | Tachypnea, not elsewhere classified | Tachypnea, not elsewhere classified |
tachypneic, respiratory rate is around 40. | R06.82 | Tachypnea, not elsewhere classified | Tachypnea, not elsewhere classified |
tattoo | L81.8 | Other specified disorders of pigmentation | Other specified disorders of pigmentation |
tear | S43.429A | Sprain of unspecified rotator cuff capsule, init encntr | Sprain of unspecified rotator cuff capsule, initial encounter |
temporal arthritis | M19.90 | Unspecified osteoarthritis, unspecified site | Unspecified osteoarthritis, unspecified site |
Temporomandibular joint disorder | M26.609 | Unspecified TMJ joint disorder, unspecified side | Unspecified temporomandibular joint disorder, unspecified side |
ten weeks pregnant | Z3A.27 | 27 weeks gestation of pregnancy | 27 weeks gestation of pregnancy |
tenderness in the right upper quadrant of the abdomen | R10.811 | Right upper quadrant abdominal tenderness | Right upper quadrant abdominal tenderness |
Tendinitis left shoulder | M77.9 | Enthesopathy, unspecified | Enthesopathy, unspecified |
tendinitis right hand | M77.9 | Enthesopathy, unspecified | Enthesopathy, unspecified |
Tendinitis to the left wrist | M77.9 | Enthesopathy, unspecified | Enthesopathy, unspecified |
tendon tear, right elbow | S38.3XXA | Transection (partial) of abdomen, initial encounter | Transection (partial) of abdomen, initial encounter |
Tendonitis of left foot | M77.9 | Enthesopathy, unspecified | Enthesopathy, 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.