Ralph W Stafford, MD / Similar service patterns A DIFFERENT WAY TO EXPLORE Similar work. Compare the published Medicare service mix of Ralph W Stafford, MD with clinicians in the same registry specialty: Internal Medicine · Nephrology (CMS).
CHATTANOOGA, TN · Exact area Edit location
2024 published service data · 15 eligible profiles compared. Similarity describes billing patterns, not quality, outcomes, or suitability for your care.
Internal Medicine · Nephrology (CMS) · Chattanooga, TN
Shared published services 3 shared services · view billing descriptions Management using the results of remote vital sign monitoring per calendar month, first 20 minutes (99457) Chronic care management services, first 20 minutes of clinical staff time directed by health care professional, per calendar month (99490) Remote monitoring of physiologic parameters, initial supply of devices with daily recordings or programmed alerts transmission, each 30 days (99454) Internal Medicine · Nephrology (CMS) · Chattanooga, TN
Shared published services 3 shared services · view billing descriptions Management using the results of remote vital sign monitoring per calendar month, first 20 minutes (99457) Chronic care management services, first 20 minutes of clinical staff time directed by health care professional, per calendar month (99490) Remote monitoring of physiologic parameters, initial supply of devices with daily recordings or programmed alerts transmission, each 30 days (99454) Internal Medicine (CMS) · Chattanooga, TN
Shared published services 3 shared services · view billing descriptions Management using the results of remote vital sign monitoring per calendar month, first 20 minutes (99457) Chronic care management services, first 20 minutes of clinical staff time directed by health care professional, per calendar month (99490) Remote monitoring of physiologic parameters, initial supply of devices with daily recordings or programmed alerts transmission, each 30 days (99454) Internal Medicine · Nephrology (CMS) · Chattanooga, TN
Shared published services 3 shared services · view billing descriptions Management using the results of remote vital sign monitoring per calendar month, first 20 minutes (99457) Chronic care management services, first 20 minutes of clinical staff time directed by health care professional, per calendar month (99490) Remote monitoring of physiologic parameters, initial supply of devices with daily recordings or programmed alerts transmission, each 30 days (99454) Internal Medicine · Nephrology (CMS) · Chattanooga, TN
Shared published services 3 shared services · view billing descriptions Management using the results of remote vital sign monitoring per calendar month, first 20 minutes (99457) Chronic care management services, first 20 minutes of clinical staff time directed by health care professional, per calendar month (99490) Remote monitoring of physiologic parameters, initial supply of devices with daily recordings or programmed alerts transmission, each 30 days (99454) Internal Medicine · Nephrology · Neurology (CMS) · Chattanooga, TN
Shared published services 3 shared services · view billing descriptions Management using the results of remote vital sign monitoring per calendar month, first 20 minutes (99457) Chronic care management services, first 20 minutes of clinical staff time directed by health care professional, per calendar month (99490) Remote monitoring of physiologic parameters, initial supply of devices with daily recordings or programmed alerts transmission, each 30 days (99454) Internal Medicine · Nephrology (CMS) · Chattanooga, TN
Shared published services 3 shared services · view billing descriptions Management using the results of remote vital sign monitoring per calendar month, first 20 minutes (99457) Chronic care management services, first 20 minutes of clinical staff time directed by health care professional, per calendar month (99490) Remote monitoring of physiologic parameters, initial supply of devices with daily recordings or programmed alerts transmission, each 30 days (99454) Internal Medicine · Nephrology (CMS) · Chattanooga, TN
Shared published services 3 shared services · view billing descriptions Management using the results of remote vital sign monitoring per calendar month, first 20 minutes (99457) Chronic care management services, first 20 minutes of clinical staff time directed by health care professional, per calendar month (99490) Remote monitoring of physiologic parameters, initial supply of devices with daily recordings or programmed alerts transmission, each 30 days (99454) Internal Medicine · Nephrology (CMS) · Chattanooga, TN
Shared published services 3 shared services · view billing descriptions Management using the results of remote vital sign monitoring per calendar month, first 20 minutes (99457) Chronic care management services, first 20 minutes of clinical staff time directed by health care professional, per calendar month (99490) Remote monitoring of physiologic parameters, initial supply of devices with daily recordings or programmed alerts transmission, each 30 days (99454) Internal Medicine · Nephrology (CMS) · Chattanooga, TN
Shared published services 3 shared services · view billing descriptions Management using the results of remote vital sign monitoring per calendar month, first 20 minutes (99457) Chronic care management services, first 20 minutes of clinical staff time directed by health care professional, per calendar month (99490) Remote monitoring of physiologic parameters, initial supply of devices with daily recordings or programmed alerts transmission, each 30 days (99454) Nephrology (CMS) · Chattanooga, TN
Shared published services 3 shared services · view billing descriptions Management using the results of remote vital sign monitoring per calendar month, first 20 minutes (99457) Chronic care management services, first 20 minutes of clinical staff time directed by health care professional, per calendar month (99490) Remote monitoring of physiologic parameters, initial supply of devices with daily recordings or programmed alerts transmission, each 30 days (99454) Internal Medicine · Nephrology (CMS) · Chattanooga, TN
Shared published services 3 shared services · view billing descriptions Management using the results of remote vital sign monitoring per calendar month, first 20 minutes (99457) Chronic care management services, first 20 minutes of clinical staff time directed by health care professional, per calendar month (99490) Remote monitoring of physiologic parameters, initial supply of devices with daily recordings or programmed alerts transmission, each 30 days (99454) How this comparison works We use the same calendar year of CMS Medicare Physician & Other Practitioners data for both providers. Published non-drug service counts are combined by HCPCS code across places of service. We apply log(1 + count), normalize the vectors, and compare them using cosine similarity.
Candidates share the reference provider’s current NPPES primary taxonomy and match the location you enter. We examine up to 500 candidates in NPI order, then show up to 12 with the highest positive similarity within that set. The score is not a percentile, medical recommendation, or prediction. Suppressed services are not estimated. Medicare fee-for-service data does not describe a provider’s entire practice.
Source: CMS Medicare Physician & Other Practitioners - by Provider and Service : 2024-12-01 · Published May 21, 2026.