Dr. John Maloney Cain Jr., MD
- Medicare services, 2024
- 16,862
- Medicare patients, 2024
- 2,811
- Publications
- 4
- MIPS score, 2024
- 100
- Industry payments
- $176
- Practice address
- 1500 SW 1st Ave, Ocala, FL 34471
- Practice phone
- Call (352) 351-7200
- Professional email
- Get professional email
- Personal email
- Get personal email
- Mobile number
- Get mobile number
Primary practice
AdventHealth Ocala
Ocala, Florida
Find Dr. Cain's professional email, personal email and mobile number
Dmand AI checks each channel through healthcare-specific waterfall enrichment. See what is on file with a free account, with practice phones, licenses and affiliations.
Dr. John Maloney Cain Jr. is a diagnostic radiologist in Ocala, Florida
Dr. Cain practices at AdventHealth Ocala in Ocala, Florida.
Dr. Cain's NPI, 1366430191, was assigned on October 6, 2005. Dr. Cain graduated from Duke University School Of Medicine in 1986. Dr. Cain holds Florida license ME59146.
- NPI
- 1366430191NPI Registry (opens in a new tab)
- NPI enumeration date
- October 6, 2005
- NPI status
- Active
- Practice phone
- (352) 351-7200
- Professional email
- Get email
- Personal email
- Get email
- Mobile number
- Get number
- Sex
- Male
- Medical school graduation
- 1986
Sources: NPPES NPI Registry (CMS); Dmand AI Professional Profile Data; and Dmand AI Practice Data
Dr. John Maloney Cain Jr. practices at AdventHealth Ocala in Ocala, Florida
Dr. Cain's primary practice is AdventHealth Ocala, at 1500 SW 1st Ave, Ocala, FL 34471 in Marion County. The practice phone is (352) 351-7200.
- AdventHealth Ocala1500 SW 1st Ave, Ocala, FL 34471 · Marion CountyPhone(352) 351-7200
Sources: NPPES NPI Registry (CMS); and Dmand AI Practice Data
Dr. John Maloney Cain Jr. is affiliated with 8 sites of care and 7 medical groups
Dr. Cain's primary practice is AdventHealth Ocala in Ocala, Florida. The medical group on file is Radiology Associates Imaging. Dmand AI also links Dr. Cain to 7 more group practices and clinics and 6 medical groups, each named with a free account.
Sources: NPPES NPI Registry (CMS); Dmand AI Practice Data; and Dmand AI Affiliation Data
Dmand AI tracks the EHR system at Dr. John Maloney Cain Jr.'s practice
Dmand AI tracks the electronic health record (EHR) system at each site where Dr. Cain practices, 7 sites in all. Vendor and product names are available with a free account.
| Site | EHR vendor and product |
|---|---|
| AdventHealth Ocala | Available with a free account |
| +7 more sites and 6 medical groups | Available with a free account |
Source: Dmand AI Technology Install Data
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Dr. John Maloney Cain Jr. is one of 2,422 diagnostic radiologists in Florida
Diagnostic radiology is Dr. Cain's primary specialty in the NPI Registry, under taxonomy code 2085R0202X. Dr. Cain is board certified in diagnostic radiology by the American Board of Radiology. Dmand AI has Dr. Cain's licenses on file in 8 states: Florida, South Carolina, Hawaii, U.S. Virgin Islands, Georgia, North Carolina, Tennessee and District of Columbia.
Specialties and state licenses
- Diagnostic radiology, FloridaPrimary
- South Carolina license
- Hawaii license
- U.S. Virgin Islands license
- Georgia license
- North Carolina license
- Tennessee license
- District of Columbia license
Diagnostic radiologists near Dr. Cain
Counts of diagnostic radiologists 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. John Maloney Cain Jr. billed Medicare for 16,862 services in 2024
CMS data shows 16,862 Medicare services from Dr. Cain across 52 procedure codes in 2024, for 2,811 Medicare patients. Medicare paid $119,660 for them.
Dr. Cain's Medicare services by type, 2023 to 2024
- 2023
- 2024
- Other services
- 2023: 15,4972024: 13,61512%
- Imaging
- 2023: 4,2262024: 3,21024%
- Tests and treatments
- 2023: 682024: 2662%
- Office and hospital visits
- 2023: 02024: 11
Where Dr. Cain's Medicare services took place, 2024
- In an office14,59987%
- In a facility2,26313%
Dr. Cain compared with the Florida median for diagnostic radiologists, 2024
- Dr. Cain
- Florida median
- Medicare services
- 16,862vs 2,9485.7 times
- Medicare patients
- 2,811vs 1,60475% above
Medians across 2,249 diagnostic radiologists in Florida with Dmand AI profiles that report each measure.
Dr. Cain'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.
Need commercial claims for Dr. Cain?
Medicare shows one payer. Book a meeting to get commercial claims data for Dr. Cain and other diagnostic radiologists in Florida.
Sources: Medicare Physician & Other Practitioners - by Provider and Service (CMS), 2024 data; and Dmand AI Peer Benchmarks
Dr. John Maloney Cain Jr. treated 2,811 Medicare patients in 2024, average age 76
CMS counts 2,811 Medicare patients who saw Dr. Cain in 2024. The largest group is 75 to 84, with 1,162 patients. 75% of them have high blood pressure, and 75% have high cholesterol. 11% are also on Medicaid. Their average risk score is 1.75, where 1.00 is the Medicare average, so they are sicker than most Medicare patients.
Dr. Cain's Medicare patients by age, 2024
Dr. Cain's Medicare patients by sex, 2024
- Women1,58957%
- Men1,22243%
Chronic conditions among Dr. Cain's Medicare patients, 2024
- High blood pressure75%
- High cholesterol75%
- Arthritis59%
- Ischemic heart disease51%
- Chronic kidney disease40%
- Diabetes40%
- Mood disorders36%
- Anxiety34%
Share of Medicare patients with each condition. A patient can have several.
Source: Medicare Physician & Other Practitioners - by Provider (CMS), 2024 data
Dr. John Maloney Cain Jr. scored 100 out of 100 in Medicare's MIPS program for 2024
CMS publishes a Merit-based Incentive Payment System (MIPS) score of 100 out of 100 for Dr. Cain for performance year 2024, reported as part of a group.
Dr. Cain's MIPS scores, performance year 2024
- 100of 100Final score
- 100of 100Quality
- 40of 100Improvement Activities
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. John Maloney Cain Jr. has 4 publications on record
Dmand AI links 4 papers to Dr. Cain, published from 2016 to 2020. 2016 was the busiest year, with 2. Dr. Cain's most frequent co-authors are Darwin Noel Ang, MD, Thomas Alden Brown, MD and Jason M. Clark, MD.
Dr. Cain's papers by year, 2016 to 2020
Dr. Cain's most frequent co-authors
- Darwin Noel Ang, MD1 shared paper
- Thomas Alden Brown, MD1 shared paper
- Jason M. Clark, MD1 shared paper
Recent publications by Dr. Cain
See who Dr. Cain researches with
Physician Network Discovery turns co-authorship, shared hospitals and shared groups into a map of who Dr. Cain works with, so you can find a warm path to the right diagnostic radiologists.
Sources: PubMed (National Library of Medicine); and Dmand AI Research Linkage
Dr. John Maloney Cain Jr. received $176 in industry payments from 2017 to 2025
CMS Open Payments shows 8 general payments to Dr. Cain from 6 drug and device companies from 2017 to 2025. Food and beverage make up the largest share, 100% of the total. Inari Medical, Inc. paid the most, $44.
General payments to Dr. Cain by program year, 2017 to 2025
Companies that paid Dr. Cain the most, 2017 to 2025
Share is of all general payments to this clinician.
Source: Open Payments (CMS), 2025 data, released July 7, 2026
Dr. John Maloney Cain Jr. graduated from Duke University School Of Medicine
Dr. Cain graduated from Duke University School Of Medicine in 1986.
- Medical school
- Board certified in diagnostic radiology
Source: Dmand AI Professional Profile Data
Dr. John Maloney Cain Jr. accepts plans from 3 insurance carriers
Dr. Cain is in network with 3 carriers, including Excellus BlueCross BlueShield, CMS Medicare and Elevance. Medicare plans come from the most carriers, 2. Check the plan with the practice before a visit.
- Excellus BlueCross BlueShield
- CMS Medicare
- Elevance
Plan types Dr. Cain accepts, by number of carriers
- Medicare2
- PPO2
- EPO1
- HMO1
- POS1
Source: Dmand AI Insurance Network Data
Sources for Dr. John Maloney Cain Jr.'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 | NPPES NPI Registry (CMS) (opens in a new tab)Dmand AI Practice Data |
| Primary practice, affiliations and health system | NPPES NPI Registry (CMS) (opens in a new tab)Dmand AI Practice DataDmand AI Affiliation 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 | Medicare Physician & Other Practitioners - 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) |
| 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. John Maloney Cain Jr.
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. John Maloney Cain Jr.'s NPI number?
Dr. John Maloney Cain Jr.'s NPI number is 1366430191. It was assigned on October 6, 2005, and it is active in the NPI Registry.
What kind of doctor is Dr. John Maloney Cain Jr.?
Dr. John Maloney Cain Jr. is a diagnostic radiologist in Ocala, Florida. The primary specialty in the NPI Registry is Diagnostic Radiology Physician (taxonomy code 2085R0202X).
Where does Dr. John Maloney Cain Jr. practice?
Dr. Cain practices at 1500 SW 1st Ave, Ocala, FL 34471. Dr. Cain's primary practice is AdventHealth Ocala in Ocala, Florida. Dmand AI also links Dr. Cain to 7 group practices and clinics and 6 medical groups.
What is Dr. John Maloney Cain Jr.'s office phone number?
The practice phone on file for Dr. Cain is (352) 351-7200.
What is Dr. John Maloney Cain Jr.'s medical license number?
Dr. Cain holds Florida license ME59146, one of the licenses on file in 8 states.
Which states has Dr. John Maloney Cain Jr. been licensed in?
Dmand AI has state licenses on file for Dr. Cain in Florida (1991 to 2026), South Carolina (1988 to 2027), Hawaii (2018 to 2026), U.S. Virgin Islands (2020 to 2026), Georgia (2023 to 2025), North Carolina (2020 to 2025), Tennessee (1999 to 2025) and District of Columbia (2022 to 2024).
What medical group is Dr. John Maloney Cain Jr. part of?
Dr. Cain is linked to Radiology Associates Imaging. Dmand AI links Dr. Cain to 6 more medical groups.
Does Dr. John Maloney Cain Jr. accept Medicare?
Yes. CMS data shows Dr. Cain billed Medicare for 16,862 services in 2024.
What is Dr. John Maloney Cain Jr.'s MIPS score?
Dr. Cain's MIPS final score for performance year 2024 is 100 out of 100, reported as part of a group.
How many Medicare patients does Dr. John Maloney Cain Jr. see?
CMS counts 2,811 Medicare patients who saw Dr. Cain in 2024, with an average age of 76.
Show 8 more questionsShow fewer questions
Is Dr. John Maloney Cain Jr. board certified?
Yes. Dr. Cain is board certified in diagnostic radiology by the American Board of Radiology.
What services does Dr. John Maloney Cain Jr. bill to Medicare?
In 2024, Dr. Cain's most billed Medicare services were medicare temporary code (Q9967), diagnostic imaging (71045) and diagnostic imaging (71046).
Where did Dr. John Maloney Cain Jr. go to medical school?
Dr. Cain graduated from Duke University School Of Medicine in 1986.
Has Dr. John Maloney Cain Jr. received payments from drug or device companies?
CMS Open Payments shows $176 in general payments to Dr. Cain from 6 companies from 2017 to 2025. The largest total came from Inari Medical, Inc.
How long has Dr. John Maloney Cain Jr. been practicing?
Dr. Cain graduated from medical school in 1986, 40 years ago.
Does Dr. John Maloney Cain Jr. do research?
Dmand AI links 4 publications to Dr. Cain, published from 2016 to 2020.
Who does Dr. John Maloney Cain Jr. publish with?
Dr. Cain's most frequent co-authors are Darwin Noel Ang, MD (1 shared paper), Thomas Alden Brown, MD (1 shared paper) and Jason M. Clark, MD (1 shared paper).
What insurance does Dr. John Maloney Cain Jr. accept?
Dr. Cain is in network with 3 carriers, including Excellus BlueCross BlueShield, CMS Medicare and Elevance. Medicare plans come from the most carriers, 2. Check the plan with the practice before a visit.
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