Dr. Robert William Irwin, MD
- Medicare services, 2024
- 347
- Medicare patients, 2024
- 204
- Part D claims, 2024
- 557
- Publications
- 26
- MIPS score, 2024
- 88
- Practice address
- 1475 Nw 12th Ave, Miami, FL 33136
- Professional email
- Get professional email
- Personal email
- Get personal email
- Mobile number
- Get mobile number
Primary practice
Find Dr. Irwin's professional email, personal email and mobile number
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Dr. Robert William Irwin is a physiatrist in Miami, Florida
Dr. Irwin practices at Sylvester Comprehensive Cancer Center in Miami, Florida, part of University of Miami.
Dr. Irwin's NPI, 1689648990, was assigned on February 14, 2006. Dr. Irwin graduated from The University of New Mexico School of Medicine in 1992. Dr. Irwin holds Florida license ME 94516.
- NPI
- 1689648990NPI Registry (opens in a new tab)
- NPI enumeration date
- February 14, 2006
- NPI status
- Active
- Professional email
- Get email
- Personal email
- Get email
- Mobile number
- Get number
- Sex
- Male
- Estimated age
- 60
- Medical school graduation
- 1992
Sources: NPPES NPI Registry (CMS); Dmand AI Professional Profile Data; and Dmand AI Affiliation Data
Dr. Robert William Irwin practices at Sylvester Comprehensive Cancer Center in Miami, Florida
Dr. Irwin's primary practice is Sylvester Comprehensive Cancer Center, at 1475 Nw 12th Ave, Miami, FL 33136.
- Sylvester Comprehensive Cancer Center1475 Nw 12th Ave, Miami, FL 33136
Source: Dmand AI Affiliation Data
Dr. Robert William Irwin is affiliated with 2 sites of care and 1 medical group
Dr. Irwin's primary practice is Sylvester Comprehensive Cancer Center in Miami, Florida, part of University of Miami. Dr. Irwin is also affiliated with Jackson Memorial Hospital. The medical group on file is University of Miami Health System.
Sources: Dmand AI Affiliation Data; and Dmand AI Org Hierarchy Data
Dmand AI tracks the EHR system at Dr. Robert William Irwin's practice
Dmand AI tracks the electronic health record (EHR) system at each site where Dr. Irwin practices, 2 sites in all. Vendor and product names are available with a free account.
| Site | EHR vendor and product |
|---|---|
| Sylvester Comprehensive Cancer Center | Available with a free account |
| +1 more affiliated site | Available with a free account |
Source: Dmand AI Technology Install Data
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Dr. Robert William Irwin is one of 712 physiatrists in Florida
Physical medicine and rehabilitation is Dr. Irwin's primary specialty in the NPI Registry, under taxonomy code 208100000X. Dr. Irwin is board certified in electrodiagnostics by the American Board of Electrodiagnostic Medicine. Dmand AI has Dr. Irwin's licenses on file in 4 states: Florida, North Carolina, Louisiana and Illinois.
Specialties and state licenses
- Physical medicine and rehabilitation, FloridaPrimary
- North Carolina license
- Louisiana license
- Illinois license
Clinical focus
Dmand AI lists arthritis, back pain injection, fibromyalgia and chronic pain, joint pain, lower back pain, mobility impairment, muscle pain, fibromyalgia, and limb pain and neck pain and spine problems among the conditions Dr. Irwin treats.
Physiatrists near Dr. Irwin
Counts of physiatrists with a Dmand AI profile, by place and practice. Each opens the list.
Sources: NPPES NPI Registry (CMS); Dmand AI Professional Profile Data; and Dmand AI Peer Benchmarks
Dr. Robert William Irwin billed Medicare for 347 services in 2024
CMS data shows 347 Medicare services from Dr. Irwin across 8 procedure codes in 2024, for 204 Medicare patients. Medicare paid $18,426 for them. Every service was in a facility, such as a hospital, rather than an office.
Dr. Irwin's Medicare services by type, 2023 to 2024
- 2023
- 2024
- Office and hospital visits
- 2023: 3492024: 31111%
- Surgery
- 2023: 222024: 3664%
Dr. Irwin compared with the Florida median for physiatrists, 2024
- Dr. Irwin
- Florida median
- Medicare services
- 347vs 1,35674% below
- Medicare patients
- 204vs 26022% below
- Part D claims
- 517vs 1962.6 times
Medians across 639 physiatrists in Florida with Dmand AI profiles that report each measure.
Dr. Irwin's most billed Medicare procedure codes, 2024
CMS publishes codes billed for 11 or more Medicare patients. Each label is the code family; CPT descriptions are licensed by the AMA.
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Sources: Medicare Physician & Other Practitioners - by Provider and Service (CMS), 2024 data; and Dmand AI Peer Benchmarks
Dr. Robert William Irwin treated 204 Medicare patients in 2024, average age 72
CMS counts 204 Medicare patients who saw Dr. Irwin in 2024. The largest group is 65 to 74, with 86 patients. 75% of them have arthritis, and 75% have high cholesterol. 34% are also on Medicaid. Their average risk score is 2.18, where 1.00 is the Medicare average, so they are sicker than most Medicare patients.
Across all payers, Dmand AI patient panel data puts Dr. Irwin's median patient age at 72, with 69% women.
Dr. Irwin's Medicare patients by age, 2024
Dr. Irwin's Medicare patients by sex, 2024
- Women11255%
- Men9245%
Chronic conditions among Dr. Irwin's Medicare patients, 2024
- Arthritis75%
- High cholesterol75%
- High blood pressure72%
- Mood disorders41%
- Anxiety39%
- Depression38%
- Ischemic heart disease35%
- Diabetes33%
Share of Medicare patients with each condition. A patient can have several.
Dr. Irwin's patients across all payers
Dmand AI patient panel data covers Medicare, Medicaid and commercial patients.
Patient panel by age, all payers
Median age 72
Patient panel by sex, all payers
- Women69%
- Men29%
Sources: Dmand AI Patient Panel Data; and Medicare Physician & Other Practitioners - by Provider (CMS), 2024 data
Dr. Robert William Irwin wrote 557 Medicare Part D claims in 2024
In 2024, Dr. Irwin wrote 557 Medicare Part D claims for 148 patients. 100% of them were for generic drugs. CMS names the drug for 517 of them, across 6 drugs with 11 or more claims each, at $5,487 in total drug cost. In 2023, CMS named 462 claims across 5 drugs.
Dr. Irwin's Part D claims by kind of drug, 2024
- Generic556 claims100%
- Brand-name and other1 claims0%
Dr. Irwin's most prescribed drugs by claims, 2024
CMS names a drug when it has 11 or more claims. Share is of the claims for drugs CMS names.
Drug classes CMS tracks in Dr. Irwin's Part D claims, 2024
- Opioids3%15 of 557 claims
Share of all Part D claims for each drug class CMS reports on. Classes with no claims are left out.
Part D claims for drugs CMS names, 2023 to 2024
- 2023
- 2024
- Claims for drugs CMS names
- 2023: 4622024: 51712%
Drugs named by CMS: 6 in 2024, 5 in 2023.
Sources: Medicare Part D Prescribers - by Provider and Drug (CMS), 2024 data, released May 6, 2026; and Medicare Part D Prescribers - by Provider (CMS), 2024 data
Dr. Robert William Irwin scored 88 out of 100 in Medicare's MIPS program for 2024
CMS publishes a Merit-based Incentive Payment System (MIPS) score of 88 out of 100 for Dr. Irwin for performance year 2024, reported as part of a group.
Dr. Irwin's MIPS scores, performance year 2024
- 88of 100Final score
- 78.8of 100Quality
- 100of 100Promoting Interoperability
- 40of 100Improvement Activities
- 71of 100Cost
Each score is out of 100. The final score weighs the categories CMS scored for this clinician.
Source: Clinician Public Reporting: Overall MIPS Performance (CMS), 2024 data, released September 10, 2026
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Dr. Robert William Irwin has 26 publications on record
Dmand AI links 26 papers to Dr. Irwin, published from 2014 to 2024. 2014 was the busiest year, with 2. The most frequent topics are Spinal Cord Injuries, COVID-19 and Diagnosis, Differential. Dr. Irwin has published most often in Am J Phys Med Rehabil. Dr. Irwin's most frequent co-authors are Erin Thor Wolff, MD, Michael Appeadu, MD and Diana Cardenas, MD.
Dr. Irwin's papers by year, 2014 to 2024
Topics Dr. Irwin writes about most
- Spinal Cord Injuries
- COVID-19
- Diagnosis, Differential
- Injections, Intra-Articular
- Internship and Residency
- Lumbar Vertebrae
- Magnetic Resonance Imaging
- Physical and Rehabilitation Medicine
Dr. Irwin's most frequent co-authors
- Erin Thor Wolff, MD3 shared papers
- Michael Appeadu, MD2 shared papers
- Diana Cardenas, MD2 shared papers
Recent publications by Dr. Irwin
See who Dr. Irwin researches with
Physician Network Discovery turns co-authorship, shared hospitals and shared groups into a map of who Dr. Irwin works with, so you can find a warm path to the right physiatrists.
Sources: PubMed (National Library of Medicine); and Dmand AI Research Linkage
Dr. Robert William Irwin received $47 in industry payments in 2023
CMS Open Payments shows 1 general payment to Dr. Irwin from 1 drug or device company in 2023. Food and beverage make up the largest share, 100% of the total. Ipsen Biopharmaceuticals, Inc paid the most, $47.
Companies that paid Dr. Irwin the most, 2023 to 2023
Share is of all general payments to this clinician.
Source: Open Payments (CMS), 2025 data, released July 7, 2026
Dr. Robert William Irwin has 12 awards and honors on record
Dmand AI lists 12 awards for Dr. Irwin, most recently CMS Stage 1 EHR in 2013.
Awards and honors for Dr. Irwin
- 2013
- CMS Stage 1 EHR
- 2012
- America’s Top Physicians
- 2010
- Top Doctors in America
- 2009
- Marquis Who's Who
- Strathmore's Who's Who
- 2005
- Who’s Who in Medical Science Education
Source: Dmand AI Professional Profile Data
Dr. Robert William Irwin graduated from The University of New Mexico School of Medicine
Dr. Irwin graduated from The University of New Mexico School of Medicine in 1992. Dr. Irwin is a member of AAPMR, American Association of Neuromuscular and Electrodiagnostic Medicine and Association of Academic Physiatrists.
- Medical school
- Board certified in electrodiagnostics
- Board certified in pain medicine
- Board certified in physical medicine & rehabilitation
Source: Dmand AI Professional Profile Data
Dr. Robert William Irwin accepts plans from 6 insurance carriers
Dr. Irwin is in network with 6 carriers, including Elevance, United Healthcare and Blue Cross and Blue Shield of Kansas City. Medicare plans come from the most carriers, 3. Check the plan with the practice before a visit.
- Elevance
- United Healthcare
- Blue Cross and Blue Shield of Kansas City
- CMS Medicare
- GA State Medicaid
- HCSC
Plan types Dr. Irwin accepts, by number of carriers
- Medicare3
- HMO2
- PPO2
- EPO1
- Medicaid1
- POS1
Source: Dmand AI Insurance Network Data
Sources for Dr. Robert William Irwin's profile data
| Data on this page | Source |
|---|---|
| NPI, name, sex, specialty and licenses | NPPES NPI Registry (CMS) (opens in a new tab)Dmand AI Professional Profile Data |
| Practice locations and phone | Dmand AI Affiliation Data |
| Primary practice, affiliations and health system | Dmand AI Affiliation DataDmand AI Org Hierarchy Data |
| Medicare services and procedure codes | Medicare Physician & Other Practitioners - by Provider and Service (CMS) (opens in a new tab) |
| State medians for the same specialty | Dmand AI Peer Benchmarks |
| Medicare patients and the all-payer patient panel | Dmand AI Patient Panel DataMedicare Physician & Other Practitioners - by Provider (CMS) (opens in a new tab) |
| Part D prescribing | Medicare Part D Prescribers - by Provider and Drug (CMS) (opens in a new tab)Medicare Part D Prescribers - by Provider (CMS) (opens in a new tab) |
| MIPS scores, telehealth, assignment and procedure percentiles | Clinician Public Reporting: Overall MIPS Performance (CMS) (opens in a new tab) |
| Publications, topics and co-authors | PubMed (National Library of Medicine) (opens in a new tab)Dmand AI Research Linkage |
| Industry payments | Open Payments (CMS) (opens in a new tab) |
| Awards and committee roles | Dmand AI Professional Profile Data |
| Training, board certification and memberships | Dmand AI Professional Profile Data |
| Insurance carriers and plan types | Dmand AI Insurance Network Data |
| EHR at each practice site | Dmand AI Technology Install Data |
| Similar physicians | Dmand AI Affiliation Data |
Data last refreshed October 2026Report an inaccuracyRemove my information
FAQ
Frequently asked questions about Dr. Robert William Irwin
Spotted something out of date? Email hello@dmand.ai and we will check the record. Contact details live in the free trial.
What is Dr. Robert William Irwin's NPI number?
Dr. Robert William Irwin's NPI number is 1689648990. It was assigned on February 14, 2006, and it is active in the NPI Registry.
What kind of doctor is Dr. Robert William Irwin?
Dr. Robert William Irwin is a physiatrist in Miami, Florida. The primary specialty in the NPI Registry is Physical Medicine & Rehabilitation Physician (taxonomy code 208100000X).
Where does Dr. Robert William Irwin practice?
Dr. Irwin practices at 1475 Nw 12th Ave, Miami, FL 33136. Dr. Irwin's primary practice is Sylvester Comprehensive Cancer Center in Miami, Florida, part of University of Miami.
What is Dr. Robert William Irwin's medical license number?
Dr. Irwin holds Florida license ME 94516, one of the licenses on file in 4 states.
Which states has Dr. Robert William Irwin been licensed in?
Dmand AI has state licenses on file for Dr. Irwin in Florida (2005 to 2026), North Carolina (2001 to 2016), Louisiana (1993 to 2002) and Illinois (1997 to 1999).
Which hospitals is Dr. Robert William Irwin affiliated with?
Dr. Irwin practices at Sylvester Comprehensive Cancer Center in Miami, Florida. Dr. Irwin is also affiliated with Jackson Memorial Hospital.
What medical group is Dr. Robert William Irwin part of?
Dr. Irwin is linked to University of Miami Health System.
Does Dr. Robert William Irwin accept Medicare?
Yes. CMS data shows Dr. Irwin billed Medicare for 347 services in 2024.
What is Dr. Robert William Irwin's MIPS score?
Dr. Irwin's MIPS final score for performance year 2024 is 88 out of 100, reported as part of a group.
How many Medicare patients does Dr. Robert William Irwin see?
CMS counts 204 Medicare patients who saw Dr. Irwin in 2024, with an average age of 72.
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Is Dr. Robert William Irwin board certified?
Yes. Dr. Irwin is board certified in electrodiagnostics by the American Board of Electrodiagnostic Medicine.
What services does Dr. Robert William Irwin bill to Medicare?
In 2024, Dr. Irwin's most billed Medicare services were office visit, established patient (99213), hospital inpatient care (99231) and office visit, new patient (99203).
Where did Dr. Robert William Irwin go to medical school?
Dr. Irwin graduated from The University of New Mexico School of Medicine in 1992.
What drugs does Dr. Robert William Irwin prescribe most?
In 2024 Medicare Part D data, Dr. Irwin's most prescribed drugs by claims were Meloxicam, Diclofenac Sodium and Celecoxib.
Has Dr. Robert William Irwin received payments from drug or device companies?
CMS Open Payments shows $47 in general payments to Dr. Irwin from 1 company from 2023 to 2023. The largest total came from Ipsen Biopharmaceuticals, Inc.
How long has Dr. Robert William Irwin been practicing?
Dr. Irwin graduated from medical school in 1992, 34 years ago.
Does Dr. Robert William Irwin do research?
Dmand AI links 26 publications to Dr. Irwin, published from 2014 to 2024.
Who does Dr. Robert William Irwin publish with?
Dr. Irwin's most frequent co-authors are Erin Thor Wolff, MD (3 shared papers), Michael Appeadu, MD (2 shared papers) and Diana Cardenas, MD (2 shared papers).
What insurance does Dr. Robert William Irwin accept?
Dr. Irwin is in network with 6 carriers, including Elevance, United Healthcare and Blue Cross and Blue Shield of Kansas City. Medicare plans come from the most carriers, 3. Check the plan with the practice before a visit.
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