docdesc stringlengths 2 165 | dxcode stringlengths 3 8 | shortdesc stringlengths 5 155 | longdesc stringlengths 5 184 |
|---|---|---|---|
atelectasis in the right lung | J98.11 | Atelectasis | Atelectasis |
atelectasis is seen within the dependent portions of both lungs | J98.11 | Atelectasis | Atelectasis |
Atelectasis of the right lower lung | J98.11 | Atelectasis | Atelectasis |
Atelectasis on the lung | J98.11 | Atelectasis | Atelectasis |
Atelectasis Pleural effusion | J98.11 | Atelectasis | Atelectasis |
atelectasis within the lungs | J98.11 | Atelectasis | Atelectasis |
atelectasis, which everything improved with the therapy | J98.11 | Atelectasis | Atelectasis |
Atenolol | T44.7X1A | Poisoning by beta-adrenocpt antagonists, accidental, init | Poisoning by beta-adrenoreceptor antagonists, accidental (unintentional), initial encounter |
atherosclerosis of the aortic | I70.0 | Atherosclerosis of aorta | Atherosclerosis of aorta |
atherosclerotic cardiovascular disease | I25.10 | Athscl heart disease of native coronary artery w/o ang pctrs | Atherosclerotic heart disease of native coronary artery without angina pectoris |
ATN - pneumonia | N17.0 | Acute kidney failure with tubular necrosis | Acute kidney failure with tubular necrosis |
ATN from septic shock | N17.0 | Acute kidney failure with tubular necrosis | Acute kidney failure with tubular necrosis |
Atrial fibrillation with bradycardia | I48.91 | Unspecified atrial fibrillation | Unspecified atrial fibrillation |
atrial fib | I48.91 | Unspecified atrial fibrillation | Unspecified atrial fibrillation |
atrial fib with rvr | I48.0 | Paroxysmal atrial fibrillation | Paroxysmal atrial fibrillation |
Atrial fibrillation - still in RVR | I48.0 | Paroxysmal atrial fibrillation | Paroxysmal atrial fibrillation |
Atrial fibrillation became rate controlled | I48.91 | Unspecified atrial fibrillation | Unspecified atrial fibrillation |
atrial fibrillation currently in sinus | I48.91 | Unspecified atrial fibrillation | Unspecified atrial fibrillation |
atrial fibrillation slow ventricular | I48.91 | Unspecified atrial fibrillation | Unspecified atrial fibrillation |
atrial fibrillation was rate controlled | I48.91 | Unspecified atrial fibrillation | Unspecified atrial fibrillation |
atrial fibrillation with premature atrial | I48.91 | Unspecified atrial fibrillation | Unspecified atrial fibrillation |
atrial fibrillation, hypertension | I48.91 | Unspecified atrial fibrillation | Unspecified atrial fibrillation |
atrial fibrillation, hyperthyroidism. | I48.91 | Unspecified atrial fibrillation | Unspecified atrial fibrillation |
atrial fibrillation, A. fib with RVR | I48.0 | Paroxysmal atrial fibrillation | Paroxysmal atrial fibrillation |
Atrial Fibrillation, COPD | I48.91 | Unspecified atrial fibrillation | Unspecified atrial fibrillation |
Atrial fibrillation, currently in sinus | I48.91 | Unspecified atrial fibrillation | Unspecified atrial fibrillation |
atrial fibrillation, hypertension | I48.91 | Unspecified atrial fibrillation | Unspecified atrial fibrillation |
Atrial fibrillation, rate is controlled | I48.91 | Unspecified atrial fibrillation | Unspecified atrial fibrillation |
Atrial flutter - usually rate is controlled | I48.92 | Unspecified atrial flutter | Unspecified atrial flutter |
atrial flutter rate is well controlled | I48.92 | Unspecified atrial flutter | Unspecified atrial flutter |
atrial flutter was controlled | I48.92 | Unspecified atrial flutter | Unspecified atrial flutter |
Atrial flutter with rapid ventricular rate | I48.92 | Unspecified atrial flutter | Unspecified atrial flutter |
atrial flutter, anxiety. | Z86.79 | Personal history of other diseases of the circulatory system | Personal history of other diseases of the circulatory system |
Atrial tachycardia | I47.1 | Supraventricular tachycardia | Supraventricular tachycardia |
atypical chest pain anxiety | F45.41 | Pain disorder exclusively related to psychological factors | Pain disorder exclusively related to psychological factors |
Atypical chest pain in the epigastric region | R07.89 | Other chest pain | Other chest pain |
atypical chest pain with anxiety | F45.41 | Pain disorder exclusively related to psychological factors | Pain disorder exclusively related to psychological factors |
atypical chest pain, hypertension | R07.89 | Other chest pain | Other chest pain |
atypical Chest pain, edema | R07.89 | Other chest pain | Other chest pain |
Atypical chest pain, will do cardiac | R07.89 | Other chest pain | Other chest pain |
auditory hallucinations | R44.0 | Auditory hallucinations | Auditory hallucinations |
auricular lymphadenitis | I88.9 | Nonspecific lymphadenitis, unspecified | Nonspecific lymphadenitis, unspecified |
autoimmune disease such as CREST syndrome | M35.9 | Systemic involvement of connective tissue, unspecified | Systemic involvement of connective tissue, unspecified |
autoimmune hepatitis (from age 6) complicated | K75.4 | Autoimmune hepatitis | Autoimmune hepatitis |
autoimmune hepatitis: on steroids | K75.4 | Autoimmune hepatitis | Autoimmune hepatitis |
avascular necrosis of the hip | M87.9 | Osteonecrosis, unspecified | Osteonecrosis, unspecified |
avascular necrosis of the right hip | M87.851 | Other osteonecrosis, right femur | Other osteonecrosis, right femur |
Avascular necrosis of both femoral | M87.852 | Other osteonecrosis, left femur | Other osteonecrosis, left femur |
avascular necrosis of right hip, underwent right hip | M87.9 | Osteonecrosis, unspecified | Osteonecrosis, unspecified |
avascular necrosis of the hips | M87.9 | Osteonecrosis, unspecified | Osteonecrosis, unspecified |
avulsion fracture noted where patient has pain | S38.3XXA | Transection (partial) of abdomen, initial encounter | Transection (partial) of abdomen, initial encounter |
Avulsion fracture of the ulnar | S38.3XXA | Transection (partial) of abdomen, initial encounter | Transection (partial) of abdomen, initial encounter |
aztreonam | T36.1X5A | Adverse effect of cephalospor/oth beta-lactm antibiot, init | Adverse effect of cephalosporins and other beta-lactam antibiotics, initial encounter |
back as squamous cell cancer | C44.92 | Squamous cell carcinoma of skin, unspecified | Squamous cell carcinoma of skin, unspecified |
back detected for COVID | U07.1 | COVID-19 | COVID-19 |
back into volume overload | E87.70 | Fluid overload, unspecified | Fluid overload, unspecified |
back on home O2 | Z99.81 | Dependence on supplemental oxygen | Dependence on supplemental oxygen |
back pain, acute on chronic | G89.29 | Other chronic pain | Other chronic pain |
back pain- chest pain | R07.9 | Chest pain, unspecified | Chest pain, unspecified |
Back pain- herniated disk | M50.80 | Other cervical disc disorders, unspecified cervical region | Other cervical disc disorders, unspecified cervical region |
back she felt sudden syncopal episode | R55 | Syncope and collapse | Syncope and collapse |
Back+leg pain | M79.606 | Pain in leg, unspecified | Pain in leg, unspecified |
bacteremia _____ of pyelonephritis | R78.81 | Bacteremia | Bacteremia |
bacteremia as well as left foot | R78.81 | Bacteremia | Bacteremia |
bacteremia as well as left knee | R78.81 | Bacteremia | Bacteremia |
bacteremia chills | R78.81 | Bacteremia | Bacteremia |
bacteremia due to Streptococcus | R78.81 | Bacteremia | Bacteremia |
bacteremia fever | R78.81 | Bacteremia | Bacteremia |
bacteremia is lower extremity | R78.81 | Bacteremia | Bacteremia |
bacteremia presenting with tachycardia | R78.81 | Bacteremia | Bacteremia |
Bacteremia with klebsiella | R78.81 | Bacteremia | Bacteremia |
Bacteremia with MRSA | R78.81 | Bacteremia | Bacteremia |
bacteremia with staphylococcus | R78.81 | Bacteremia | Bacteremia |
bacteremia with very dense streptococci | R78.81 | Bacteremia | Bacteremia |
bacteremia, of ascites | R78.81 | Bacteremia | Bacteremia |
bacterial infection such as Staphylococcus | A49.9 | Bacterial infection, unspecified | Bacterial infection, unspecified |
bacterial process as far as sinusitis | J32.9 | Chronic sinusitis, unspecified | Chronic sinusitis, unspecified |
Bacterial Vaginosis | N76.0 | Acute vaginitis | Acute vaginitis |
Bacterial vaginosis, vaginal | N76.0 | Acute vaginitis | Acute vaginitis |
Bacteroides fragilis | B96.6 | Bacteroides fragilis as the cause of diseases classd elswhr | Bacteroides fragilis [B. fragilis] as the cause of diseases classified elsewhere |
Baker's cyst in the left popliteal fossa | M71.20 | Synovial cyst of popliteal space [Baker], unspecified knee | Synovial cyst of popliteal space [Baker], unspecified knee |
Baker's cyst, hypokalemia | M71.20 | Synovial cyst of popliteal space [Baker], unspecified knee | Synovial cyst of popliteal space [Baker], unspecified knee |
barotrauma with a pneumothorax | T70.29XA | Other effects of high altitude, initial encounter | Other effects of high altitude, initial encounter |
bartholins abscess | N75.1 | Abscess of Bartholin's gland | Abscess of Bartholin's gland |
basal cell carcinoma of ear | C44.211 | Basal cell carcinoma skin/ unsp ear and external auric canal | Basal cell carcinoma of skin of unspecified ear and external auricular canal |
Basal cell carcinoma of skin [left leg | C44.719 | Basal cell carcinoma skin/ left lower limb, including hip | Basal cell carcinoma of skin of left lower limb, including hip |
basal ganglia hemmoragic stroke | I63.9 | Cerebral infarction, unspecified | Cerebral infarction, unspecified |
basal insulin | Z79.4 | Long term (current) use of insulin | Long term (current) use of insulin |
basilar artery stroke | I63.9 | Cerebral infarction, unspecified | Cerebral infarction, unspecified |
bedbound 2/2 spina bifida | Z74.01 | Bed confinement status | Bed confinement status |
bedbound after stroke | Z74.01 | Bed confinement status | Bed confinement status |
Bell's palsy | G51.0 | Bell's palsy | Bell's palsy |
bells palsy (2021), renal | G51.0 | Bell's palsy | Bell's palsy |
below-knee amputation stump | Z89.519 | Acquired absence of unspecified leg below knee | Acquired absence of unspecified leg below knee |
benadryl | T45.0X2A | Poisoning by antiallerg/antiemetic, self-harm, init | Poisoning by antiallergic and antiemetic drugs, intentional self-harm, initial encounter |
Benign arachnoid cyst in the left anterior cranial fossa | G93.0 | Cerebral cysts | Cerebral cysts |
benign brain tumor | D49.6 | Neoplasm of unspecified behavior of brain | Neoplasm of unspecified behavior of brain |
Benign localized hyperplasia of prostate | N40.0 | Benign prostatic hyperplasia without lower urinry tract symp | Benign prostatic hyperplasia without lower urinary tract symptoms |
Benign neoplasm of kidney | D30.00 | Benign neoplasm of unspecified kidney | Benign neoplasm of unspecified kidney |
Benign neoplasm of left breast | D24.2 | Benign neoplasm of left breast | Benign neoplasm of left breast |
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.