docdesc stringlengths 2 165 | dxcode stringlengths 3 8 | shortdesc stringlengths 5 155 | longdesc stringlengths 5 184 |
|---|---|---|---|
seasonal allergies, total hip | J30.2 | Other seasonal allergic rhinitis | Other seasonal allergic rhinitis |
sebaceous cyst may have become infected | L72.3 | Sebaceous cyst | Sebaceous cyst |
seborrheic | L21.9 | Seborrheic dermatitis, unspecified | Seborrheic dermatitis, unspecified |
Seborrheic keratosis | L82.1 | Other seborrheic keratosis | Other seborrheic keratosis |
Second degree burn right foot | T25.221A | Burn of second degree of right foot, initial encounter | Burn of second degree of right foot, initial encounter |
second-degree AV block on heart | I44.1 | Atrioventricular block, second degree | Atrioventricular block, second degree |
secondary aspiration pneumonia | J69.0 | Pneumonitis due to inhalation of food and vomit | Pneumonitis due to inhalation of food and vomit |
secondary brain malignancy | C71.9 | Malignant neoplasm of brain, unspecified | Malignant neoplasm of brain, unspecified |
secondary cirrhosis | K74.60 | Unspecified cirrhosis of liver | Unspecified cirrhosis of liver |
secondary CO2 narcosis | R06.89 | Other abnormalities of breathing | Other abnormalities of breathing |
Secondary Folliculitis | L73.9 | Follicular disorder, unspecified | Follicular disorder, unspecified |
Secondary hyperparathyroidism secondary to end-stage renal disease | N25.81 | Secondary hyperparathyroidism of renal origin | Secondary hyperparathyroidism of renal origin |
secondary renal failure | N19 | Unspecified kidney failure | Unspecified kidney failure |
secondary small-bowel obstruction | K56.609 | Unsp intestnl obst, unsp as to partial versus complete obst | Unspecified intestinal obstruction, unspecified as to partial versus complete obstruction |
secondary stroke | I63.9 | Cerebral infarction, unspecified | Cerebral infarction, unspecified |
seizure associated with withdrawal | R56.9 | Unspecified convulsions | Unspecified convulsions |
Seizure : 2 withnessed seizures | R56.9 | Unspecified convulsions | Unspecified convulsions |
seizure disorder, brought in via ems for alcohol intoxication | G40.909 | Epilepsy, unsp, not intractable, without status epilepticus | Epilepsy, unspecified, not intractable, without status epilepticus |
seizure disorder, anxiety disorder. | G40.909 | Epilepsy, unsp, not intractable, without status epilepticus | Epilepsy, unspecified, not intractable, without status epilepticus |
seizure disorder, chronic | G40.909 | Epilepsy, unsp, not intractable, without status epilepticus | Epilepsy, unspecified, not intractable, without status epilepticus |
seizure disorder, right-sided hemiparesis due | G40.909 | Epilepsy, unsp, not intractable, without status epilepticus | Epilepsy, unspecified, not intractable, without status epilepticus |
seizure snad psych disorders presents for chest pain | R07.9 | Chest pain, unspecified | Chest pain, unspecified |
seizure, alcohol abuse | R56.9 | Unspecified convulsions | Unspecified convulsions |
seizure, heart disease | R56.9 | Unspecified convulsions | Unspecified convulsions |
seizures, Cardiac arrest | R56.9 | Unspecified convulsions | Unspecified convulsions |
Seizures, Liver Disease | R56.9 | Unspecified convulsions | Unspecified convulsions |
seizures, resp status stable | R56.9 | Unspecified convulsions | Unspecified convulsions |
sensory neural hearing loss | H90.5 | Unspecified sensorineural hearing loss | Unspecified sensorineural hearing loss |
sepsis with mutiorgan failure | A41.9 | Sepsis, unspecified organism | Sepsis, unspecified organism |
sepsis #2 pneumonia | J18.9 | Pneumonia, unspecified organism | Pneumonia, unspecified organism |
sepsis (bacteremia | R78.81 | Bacteremia | Bacteremia |
sepsis 2/2 gangrene | A41.9 | Sepsis, unspecified organism | Sepsis, unspecified organism |
sepsis acute pancreatitis | A41.9 | Sepsis, unspecified organism | Sepsis, unspecified organism |
sepsis alert on arrival for hypoxia | A41.9 | Sepsis, unspecified organism | Sepsis, unspecified organism |
sepsis and urinary tract | A41.9 | Sepsis, unspecified organism | Sepsis, unspecified organism |
Sepsis assessment: repeat vital stable | A41.9 | Sepsis, unspecified organism | Sepsis, unspecified organism |
sepsis bolus patient developed tachypnea | R06.82 | Tachypnea, not elsewhere classified | Tachypnea, not elsewhere classified |
Sepsis due to appendicitis | A41.9 | Sepsis, unspecified organism | Sepsis, unspecified organism |
sepsis due to gram-negative | A41.59 | Other Gram-negative sepsis | Other Gram-negative sepsis |
sepsis due to pneumonia | Z86.19 | Personal history of other infectious and parasitic diseases | Personal history of other infectious and parasitic diseases |
Sepsis due to viridans streptococci | A41.9 | Sepsis, unspecified organism | Sepsis, unspecified organism |
Sepsis Escherichia coli | A41.51 | Sepsis due to Escherichia coli [E. coli] | Sepsis due to Escherichia coli [E. coli] |
sepsis failure | A41.9 | Sepsis, unspecified organism | Sepsis, unspecified organism |
sepsis from abdominal | A41.9 | Sepsis, unspecified organism | Sepsis, unspecified organism |
sepsis from MSSA | A41.01 | Sepsis due to Methicillin susceptible Staphylococcus aureus | Sepsis due to Methicillin susceptible Staphylococcus aureus |
sepsis from MSSA | Z86.19 | Personal history of other infectious and parasitic diseases | Personal history of other infectious and parasitic diseases |
sepsis from peritonitis | A41.9 | Sepsis, unspecified organism | Sepsis, unspecified organism |
sepsis from the urinary tract infection | A41.9 | Sepsis, unspecified organism | Sepsis, unspecified organism |
Sepsis from UTI, ARF | N17.9 | Acute kidney failure, unspecified | Acute kidney failure, unspecified |
Sepsis likely from pneumonia | A41.9 | Sepsis, unspecified organism | Sepsis, unspecified organism |
sepsis likely from the urinary tract infection | A41.9 | Sepsis, unspecified organism | Sepsis, unspecified organism |
sepsis likely reason for Leukocytosis | A41.9 | Sepsis, unspecified organism | Sepsis, unspecified organism |
sepsis patient is well-appearing vital signs are stable | A41.9 | Sepsis, unspecified organism | Sepsis, unspecified organism |
Sepsis reassassment complete: still tachycardic | R00.0 | Tachycardia, unspecified | Tachycardia, unspecified |
Sepsis reassessment - mild | A41.9 | Sepsis, unspecified organism | Sepsis, unspecified organism |
Sepsis Reassessment: lungs | A41.9 | Sepsis, unspecified organism | Sepsis, unspecified organism |
sepsis secondary to diverticulitis | A41.9 | Sepsis, unspecified organism | Sepsis, unspecified organism |
Sepsis secondary to enteritis | A41.9 | Sepsis, unspecified organism | Sepsis, unspecified organism |
Sepsis secondary to ESBL E. coli | A41.51 | Sepsis due to Escherichia coli [E. coli] | Sepsis due to Escherichia coli [E. coli] |
Sepsis secondary to gangrene | A41.9 | Sepsis, unspecified organism | Sepsis, unspecified organism |
Sepsis secondary to gram-negative bacteremia, confirmed Klebsiella | B96.89 | Oth bacterial agents as the cause of diseases classd elswhr | Other specified bacterial agents as the cause of diseases classified elsewhere |
Sepsis secondary to group A Streptococcus | A40.0 | Sepsis due to streptococcus, group A | Sepsis due to streptococcus, group A |
Sepsis secondary to Klebsiella pneumoniae | A41.89 | Other specified sepsis | Other specified sepsis |
Sepsis secondary to methicillin-sensitive Staphylococcus | A41.01 | Sepsis due to Methicillin susceptible Staphylococcus aureus | Sepsis due to Methicillin susceptible Staphylococcus aureus |
sepsis secondary to pancreatitis, acute on chronic renal failure | N18.9 | Chronic kidney disease, unspecified | Chronic kidney disease, unspecified |
Sepsis secondary to the bacteremia | A41.9 | Sepsis, unspecified organism | Sepsis, unspecified organism |
Sepsis secondary to the beta hemolytic | A41.9 | Sepsis, unspecified organism | Sepsis, unspecified organism |
Sepsis secondary to the C. difficile | A41.9 | Sepsis, unspecified organism | Sepsis, unspecified organism |
Sepsis secondary to the Clostridium difficile | A41.9 | Sepsis, unspecified organism | Sepsis, unspecified organism |
Sepsis secondary to the ESBL E. coli | A41.51 | Sepsis due to Escherichia coli [E. coli] | Sepsis due to Escherichia coli [E. coli] |
Sepsis secondary to the leukocytosis | A41.9 | Sepsis, unspecified organism | Sepsis, unspecified organism |
sepsis secondary to the pancreatitis | A41.9 | Sepsis, unspecified organism | Sepsis, unspecified organism |
Sepsis secondary to the perforated | A41.9 | Sepsis, unspecified organism | Sepsis, unspecified organism |
Sepsis secondary to the peritonitis | A41.9 | Sepsis, unspecified organism | Sepsis, unspecified organism |
sepsis secondary to urinary tract infection, anemia | D64.9 | Anemia, unspecified | Anemia, unspecified |
Sepsis secondary to urinary tract infection, diverticulitis | N39.0 | Urinary tract infection, site not specified | Urinary tract infection, site not specified |
Sepsis urinary tract infection | A41.9 | Sepsis, unspecified organism | Sepsis, unspecified organism |
sepsis w/hyperglycemia | A41.9 | Sepsis, unspecified organism | Sepsis, unspecified organism |
sepsis with acute tubular necrosis | A41.9 | Sepsis, unspecified organism | Sepsis, unspecified organism |
Sepsis with cellulitis | A41.9 | Sepsis, unspecified organism | Sepsis, unspecified organism |
Sepsis with DIC | A41.9 | Sepsis, unspecified organism | Sepsis, unspecified organism |
Sepsis with methicillin-resistant Staphylococcus aureus | A41.02 | Sepsis due to Methicillin resistant Staphylococcus aureus | Sepsis due to Methicillin resistant Staphylococcus aureus |
sepsis with pneumonia | Z86.19 | Personal history of other infectious and parasitic diseases | Personal history of other infectious and parasitic diseases |
sepsis with septic shock, renal failure | A41.9 | Sepsis, unspecified organism | Sepsis, unspecified organism |
sepsis with significant leukocytosis | A41.9 | Sepsis, unspecified organism | Sepsis, unspecified organism |
sepsis, asthma exacerbation | A41.9 | Sepsis, unspecified organism | Sepsis, unspecified organism |
sepsis, currently stable | A41.9 | Sepsis, unspecified organism | Sepsis, unspecified organism |
Sepsis, enterocolitis | A41.9 | Sepsis, unspecified organism | Sepsis, unspecified organism |
Sepsis, likely secondary to pneumonia | A41.9 | Sepsis, unspecified organism | Sepsis, unspecified organism |
SEPSIS, PANCREATITIS | A41.9 | Sepsis, unspecified organism | Sepsis, unspecified organism |
sepsis, renal failure | A41.9 | Sepsis, unspecified organism | Sepsis, unspecified organism |
sepsis, right lower lobe | A41.9 | Sepsis, unspecified organism | Sepsis, unspecified organism |
sepsis, secondary to the infection | A41.9 | Sepsis, unspecified organism | Sepsis, unspecified organism |
sepsis, septal | A41.9 | Sepsis, unspecified organism | Sepsis, unspecified organism |
sepsis, septic shock. | A41.9 | Sepsis, unspecified organism | Sepsis, unspecified organism |
sepsis, which was treated as sepsis. | Z86.19 | Personal history of other infectious and parasitic diseases | Personal history of other infectious and parasitic diseases |
Sepsis: Due to enteritis | A41.9 | Sepsis, unspecified organism | Sepsis, unspecified organism |
septal edema | R60.9 | Edema, unspecified | Edema, unspecified |
septate hydrocele | N43.2 | Other hydrocele | Other hydrocele |
Septic Shock | R65.21 | Severe sepsis with septic shock | Severe sepsis with septic shock |
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.