Dr. John Maloney Cain Jr., MD

  • Ocala, FL
  • Diagnostic radiologist
NPI1366430191
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
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Personal email
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Mobile number
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Social profiles

Primary practice

AdventHealth Ocala

Ocala, Florida

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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 and contact details
NPI enumeration date
October 6, 2005
NPI status
Active
Practice phone
(352) 351-7200
Professional email
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Personal email
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Mobile number
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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 Ocala
    1500 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.

See all 15 affiliations for Dr. Cain

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.

EHR by site
SiteEHR vendor and product
AdventHealth OcalaAvailable with a free account
+7 more sites and 6 medical groupsAvailable 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, FloridaPrimaryLicense ME59146 · 1991 to 2026 · taxonomy 2085R0202X
  • South Carolina license1988 to 2027
  • Hawaii license2018 to 2026
  • U.S. Virgin Islands license2020 to 2026
  • Georgia license2023 to 2025
  • North Carolina license2020 to 2025
  • Tennessee license1999 to 2025
  • District of Columbia license2022 to 2024

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.

Medicare services, 202416,862
Medicare patients2,811
Paid by Medicare$119,660
Procedure codes52

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.

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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.

Medicare patients, 20242,811
Average age76
Average risk score1.75
Also on Medicaid11%

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

  1. High blood pressure75%
  2. High cholesterol75%
  3. Arthritis59%
  4. Ischemic heart disease51%
  5. Chronic kidney disease40%
  6. Diabetes40%
  7. Mood disorders36%
  8. 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.

Papers4
Years published2016 to 2020

Dr. Cain's papers by year, 2016 to 2020

Dr. Cain's most frequent co-authors

Recent publications by Dr. Cain

See all 4 publications and co-authors

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.

How network discovery works

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.

See all payments to Dr. Cain

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.

  1. Medical schoolDuke University School Of Medicine
  2. Board certified in diagnostic radiologyAmerican Board of 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

  1. Medicare2
  2. PPO2
  3. EPO1
  4. HMO1
  5. POS1

Source: Dmand AI Insurance Network Data

Sources for Dr. John Maloney Cain Jr.'s profile data

Sources for the data on this page
Data on this pageSource
NPI, name, sex, specialty and licensesNPPES NPI Registry (CMS) (opens in a new tab)Dmand AI Professional Profile Data
Practice locations and phoneNPPES NPI Registry (CMS) (opens in a new tab)Dmand AI Practice Data
Primary practice, affiliations and health systemNPPES NPI Registry (CMS) (opens in a new tab)Dmand AI Practice DataDmand AI Affiliation Data
Medicare services and procedure codesMedicare Physician & Other Practitioners - by Provider and Service (CMS) (opens in a new tab)
State medians for the same specialtyDmand AI Peer Benchmarks
Medicare patients and the all-payer patient panelMedicare Physician & Other Practitioners - by Provider (CMS) (opens in a new tab)
MIPS scores, telehealth, assignment and procedure percentilesClinician Public Reporting: Overall MIPS Performance (CMS) (opens in a new tab)
Publications, topics and co-authorsPubMed (National Library of Medicine) (opens in a new tab)Dmand AI Research Linkage
Industry paymentsOpen Payments (CMS) (opens in a new tab)
Training, board certification and membershipsDmand AI Professional Profile Data
Insurance carriers and plan typesDmand AI Insurance Network Data
EHR at each practice siteDmand AI Technology Install Data
Similar physiciansDmand 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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