Table 7 Provider type labels removed from train and test datasets
From: The effects of class rarity on the evaluation of supervised healthcare fraud detection models
Dataset | Not in Train | Not in Test |
|---|---|---|
Part B | Hospitalist | Psychologist (billing independently) |
Dentist | Pharmacy | |
Part D | Dentist | Medical supply company, other |
Hospitalist | All other suppliers | |
Individual certified prosthetist-orthotist | Ambulance service supplier | |
Pharmacy | ||
Voluntary Health or Charitable Agencies | ||
Centralized flu | ||
DMEPOS | Hospitalist | All other suppliers |
Ambulatory Surgical Center | ||
Anesthesiologist assistants | ||
Audiologist (billing independently) | ||
Centralized flu | ||
Clinical laboratory | ||
HHA (Dmercs only) | ||
Independent diagnostic testing facility | ||
Individual certified orthotist | ||
Individual certified prosthetist | ||
Mass immunization roster biller | ||
Medical supply company, other | ||
Medical supply with certified orthotist | ||
Medical supply with certified prosthetist-orthotist | ||
Medical supply with prosthetist | ||
Medical supply with resp. therapist (Dmercs only) | ||
Occupational therapist | ||
Ocularist | ||
Optician | ||
Pharmacy (Dmercs only) | ||
Physical therapist | ||
Public Health Welfare Agency | ||
Slide preparation facility | ||
SNF (Dmercs Only) | ||
Speech language pathologist | ||
Supplier of oxygen and/or oxygen related equip. | ||
Voluntary Health or Charitable Agency | ||
Combined | Hospitalist | Clinical Psychologist |
Occupational therapist | ||
Physical therapist |