I agreed to do a year-long monthly workforce column for AJR, and my first entry was published this week: It’s titled “A General Need” and contains my observations on the job market based on running Independent Radiology.
I believe in the importance of thriving independent private practices for the field of radiology. True private practice—where doctors control the organization, are responsible to their peers and patients, and earn the full fruits of their labor—is the benchmark that sets the market and provides the anchor against exploitation from unscrupulous employers.
My group, like most groups in this market, is hiring. Here are several more 100%-independent radiologist-owned private practices across the US that are recruiting. If you’re in the market for a new position, consider reaching out with your CV. (Click the triangles for more information.)
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Radiology and Imaging Specialists
(Central Florida: Lakeland/Winter Haven, SW Orlando, Bradenton)
Independent and long-standing group covering a diverse mix of financially sound hospital partners, outpatient imaging centers, an ASC/OBL, clinics, and a multi-specialty group. 50+ radiologists and 10+ midlevel providers. In-house and experienced IT, Credentialing, HR, and Admin team including dedicated Radiology Liaison support 24/7/365.
Recruiting for Body, Breast, Cardiac, Neuro, IR, and General.
Partnership Track:
- 1-year track for diagnostic radiologists, 2-year track for interventional radiologists
- 10 weeks of vacation
- Sign-on bonus for diagnostic radiologists
- Call compensation for interventional radiologists
- Internal moonlighting available but not required
- Full benefits including CME allocation
Employee or Contractor:
- Flexible scheduling: Hospital (ED/IP) or outpatient coverage options available
- Fully remote, hybrid, or on-site depending on location(s) and coverage schedule desired
- Competitive compensation models (including benefits if employed/full-time)
Learn more at http://risimaging.com.
Contact: Alice Varnadore, Executive Assistant at avarnadore@risimaging.com
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Reno Radiological Associates
(Reno, Nevada)
Serving Northern Nevada since 1947, RRA is a strong, highly subspecialized, democratic, extremely collegial, high-earning group of 25 radiologists working in perhaps the best city in the country for raising a family and enjoying unparalleled access to natural beauty, endless outdoor activities (perhaps the best ski-city in the US), and incredible weather (jokingly referred to as “the cheapest city in California” for its proximity to Lake Tahoe (<30 min), Napa Valley, national parks, and more without the super high cost of living and no state income tax).
Shareholder Track (onsite):
- 1 year to 75% partner, 2 years to 100%
- Top 90+% comp nationally, maximally generous benefits
- 8/9/10+ weeks of vacation
- Remote shifts + opportunities for extra income, $100 buy-in
Employee Track (remote or onsite):
- High comp, Maximally generous benefits, opportunities for extra income
- Onsite preferred, fully remote night (8p-3a PST) or early morning (6a-2p EST) available
Independent Contractor:
- Flexible shift options, high compensation
Learn more at http://www.renorad.com/
Contact: CEO Anthony Dispenziere at adispenziere@renorad.com
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Vantage Radiology & Diagnostic Services
(Near Seattle, Washington)
~35 subspecialized radiologists practicing near Seattle and enjoying a quality lifestyle focused on work-life balance, located minutes from urban amenities, and with easy access to abundant outdoor activities in the natural beauty of the Pacific Northwest. We’ve provided professional services for two hospitals since 1970 and are co-owners of their affiliated imaging centers.
- Competitive salary ($370-570k) with a signing bonus for a 4-day work week and 8 weeks of vacation.
- Benefits include a CME allowance, memberships to professional societies, profit-sharing, malpractice and disability insurance, 401K contributions, and a commitment to associate mentorship.
- All partners and partner-track associates share in general call responsibilities (many from a practice-provided remote home workstation). Overnight call is covered by our internal nighthawk team.
Openings:
Swing:
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4PM – 1AM PST from Monday to Friday.
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2PM – Midnight on Saturdays and Sundays.
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Practice is open to flexible staffing solutions or a combination of above shifts
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Additional compensation as desired via internal moonlighting or reading OP cases as swing shift case volumes permit
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Concurrent staffing with at least one other radiologist.
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Caseload volume is approximately 60-65 wRVU per weekday and 70 wRVU for the weekend.
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Salary for 7 days is approximately $25,000.
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May be 1099 or W2.
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Benefits are available at cost as desired.
Breast:
- Approximately 75% breast imaging and 25% general radiology or 100% breast (full-time or 3/4 time).
- Qualified candidates must be skilled in all breast imaging studies and procedures including screening and diagnostic mammography, ultrasound, MRI, and needle/Savi Scout localization and biopsy.
- Participation in weekly breast tumor conference.
- No IR requirements
Neuroradiology:
- Full-time or 3/4-time partnership-track hybrid position
- Neuroradiology daytime shifts. Typical general ER/inpatient evening and weekend call shifts from home.
- No breast or IR requirements
Body:
- Full-time or 3/4-time partnership-track hybrid position
- Abdominal daytime shifts with body MRI, multiphase CT, and general radiology. Typical general ER/inpatient evening and weekend call shifts from home.
- No breast or IR requirements
IR:
- Full-time partnership track position for fellowship-trained IR
- Caseload consists of venous access, biopsies, dialysis access, interventional oncology, TIPS/BRTO, central and peripheral venous therapies, pelvic congestion and UFE, and emergent angiography interventions, as well as general radiology (no breast required).
- In the past several years, we have developed new service lines and are looking for future growth leaders. Daily work is supported by 2 IR PAs and clinic staff.
- Competitive salary + signing bonus, with additional incentive-based pay opportunities
Learn more at https://www.vrads.com/
Contact: recruiting@vrads.com
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South Texas Radiology Group
(San Antonio, Texas)
STRG is a well-established, expanding, independent subspecialty practice of 70+ radiologists serving 15 hospitals, multiple freestanding ED facilities, and a large outpatient imaging practice (STRIC). Both onsite and remote positions are available.
STRG is a forward-thinking practice with a strong and cohesive culture. Multiple AI projects are in place and in progress to improve efficiency and quality. Internal moonlighting opportunities are available.
Shareholder Track
- Flexible associate period as short as 18-months.
- Leads to full partnership with board of directors membership.
- Equity ownership within a large expanding outpatient imaging practice (STRIC)
- Competitive salary with up to $800K starting salary for experienced applicants. Up to $600K starting salary for inexperienced applicants.
- Excellent benefits package
- Onsite and work-from-home options for daily work and call
- Hiring across all specialties, with a current emphasis on Body Imaging and Cardiothoracic/Body
Emergency Radiology Track
- 1 week on/1 week off (7/7) and 1 week on/2 weeks off (7/14) positions available
- Competitive salary with excellent benefits package available.
- Fully remote and onsite options available.
Employee Mammography Position (Onsite)
- Competitive base salary with excellent benefits package
- No call. No nights or weekends.
- Remote opportunities available for general radiology or body imaging work if interested.
Employee Position – All Subspecialties (Onsite, Hybrid, or Remote)
- Competitive base salary with excellent benefits package
- 5.5 weekends (day shift) per year. No evening or overnight call.
Learn more at https://stric.com/.
Contact: Waynea Finley at wfinley@strg-pa.com
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Kettering Network Radiologists
(Dayton, Ohio)
Kettering Network Radiologists, Inc. (KNRI) is a physician-owned, independent private practice serving Kettering Health’s extensive network. Our team consists of 56 radiologists, 8 physician assistants, and 8 radiology residents, providing high-quality imaging services across 8 hospitals (115-500 beds), 20 outpatient centers, 11 emergency departments, and 2 trauma centers (one Level II, one Level III).
Overnight:
- 1 week on / 2 weeks off rotation (3 night radiologists are working every night shift)
- Scheduled shifts (EST):
- 5 PM – 2 AM, 6 PM – 3 AM
- Productivity bonus for those working overnight shifts. Additional individual shifts are available for extra pay but are not required.
Swing Shift:
- Monday – Friday schedule, contracted for 5 days per week with the radiologist choosing between 10-17 weeks of vacation.
- Includes 5-weekend shifts per year, with the radiologist selecting their preferred weekends.
- Scheduled shifts (EST):
- 2 PM – 11 PM, 3 PM – 12 AM
- Weekend shifts include:
- 6 AM – 3 PM, 9 AM – 6 PM, 11 AM – 8 PM, 12 PM – 9 PM, 2 PM – 11 PM, 3 PM – 12 AM
Daytime body, VIR, breast, and general:
- Partnership Track on-site/hybrid role
- Standard 4- or 5-day workweek with 5 weekends per year.
- IR also available as 1 on/2 off
5 on/9 off ER
- 5 days on (Thursday – Monday) followed by 9 days off (Tuesday – following Wednesday).
- This schedule amounts to ~130 shifts per year with each work cycle being 5 consecutive days.
- Scheduled shifts (EST):
- 6 AM – 3 PM, 8 AM – 5 PM, 9 AM – 6 PM, 11 AM – 8 PM, 12 PM – 9 PM, 2 PM – 11 PM, 3 PM – 12 AM
When working ER or night shifts, you are never alone—always part of a team. We are a stable, well-compensated group, enjoying flexible scheduling with very comprehensive benefits.
Contact: Dr. Rachel Shikhman at rachel.shikhman@gmail.com
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RAPA
(Central Arkansas [Little Rock, Conway, Searcy, and Pine Bluff] & Northwest Arkansas)
40+ radiologists covering 20+ sites (hospitals + clinics) with a multi-subspecialty mix of inpatient, outpatient, and ED imaging.
Robust reading room assistants and IT presence to promote peak efficiency. Unified Clario reading list, Inteleviewer PACS, Powerscribe dictation (no switching stations or PACS to read other sites). RadAI automated impressions to improve efficiency.
Partnership track – Central Arkansas (Little Rock, Conway, Searcy, and Pine Bluff) and Northwest Arkansas:
- 1 year to partnership
- 10 weeks vacation + 1/2 day off per week on average for partners
- Highly competitive compensation combined with low cost of living
- Internal moonlighting options to boost income
- Robust CME allowance, signing and moving bonuses, full benefits
- Many work-from-home shift options
- Minimal after-hours requirements – overnight shifts are fully staffed with telerads
100% Remote Nighthawk, partnership track:
- 7 on/14 off, 10 pm-7:45 am CST
- 1 year to partnership
- Competitive compensation, robust CME allowance, signing bonus, full benefits
- Productivity incentive: After reaching 85 RVUs, earn $53 per RVU during the remainder of the shift.
Daytime Teleradiology:
- 100% remote.
- Subspecialty work available with up to 50/50 split with general radiology
- Option for employed or partner track. Partner track includes call weekend shifts, approximately 1 in 5 weekends.
Employee track:
- General radiology, mammography, and other options available
- Fully remote, hybrid, or on-site options available
- Flexible scheduling including daytime teleradiology, 7 on/14 off. General radiology, but any subspecialty is a plus.
- Competitive salaries
- Robust CME allowance, signing and moving bonuses, full benefits
Greatest needs are IR, mammography, body imaging, MSK, and nuclear medicine, but all subspecialties and general radiologists are welcome.
Learn more at http://rapaxray.com/
Contact: recruitment@rapaxray.com
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Eastern Radiologists
(Greenville & Coastal North Carolina)
Eastern Radiologists is a private practice in Eastern North Carolina that is physician-owned and operated and seeking to hire multiple radiologists due to growth and retirement. The well-established private practice serves a large geographic region through 14 area hospitals and several state-of-the-art imaging centers. Support is provided by nearly 70 subspecialty radiologists.
Currently seeking candidates in all subspecialties.
Details:
- Positions are available in Greenville and other coastal communities in Eastern North Carolina.
- Most are partnership track positions which include evening and weekend call responsibilities, but other employment options can be considered. Employment positions can be customized to fit desired schedule/income. Internal moonlighting is available for extra income.
- Most specialties can work nearly 100% in their desired field of interest.
- Great benefits, competitive salary including profit sharing and bonus, generous vacation and paid family leave, and business/educational discretionary account.
- Sign-on bonus
Learn more at https://www.easternrad.com.
Contact: Erica Askew at easkew@easternrad.com
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Midwest Radiology
(Minneapolis – St. Paul, Minnesota)
Large 200+ subspecialized practice with 17 weeks of vacation. Two-year shareholder track for new graduates and a one-year track with experience.
Positions (On-site):
Body (100% Body) – Regions Hospital
- Mix of shifts worked on-site
- Mixture of hospital, outpatient, and remote
- Interpret MRI, CT, U/S, and radiographs
- After-hours coverage provided internally by the emergency radiology section
- No neuro or MSK
Body/Mammo – Western Wisconsin
- 45-minute drive from the Twin Cities.
- No overnights, evenings, or weekends required.
- Interpreting CT, US, body MRI, plain film and mammography studies.
- Onsite procedures include general fluoroscopy, minor ultrasound, paracentesis, and thoracentesis.
- No neuro or MSK.
General Body/Mammo
- Regional hospital sites north and west of the Minneapolis/St. Paul area.
- Interpreting CT, US, body MRI, plain film and mammography studies.
- Onsite procedures include general fluoroscopy, minor ultrasound, paracentesis and thoracentesis.
- No neuro or MSK.
Pediatric Radiologist (100% Peds if desired)
- General pediatric imaging including fluoroscopy, CT and ultrasound.
- Experience in MR is optional.
- Hospital-based.
- 100% pediatrics if desired (may split time between pediatrics and an additional section).
Neuroradiologist (100% Neuro)
- Daytime, on-site neuroradiologist.
- All evenings and 95% of weekend call shifts are off-site.
- Hybrid weekday (2-3 remote daytime shifts/week).
- Onsite procedures include lumbar punctures, myelograms, and swallow studies.
- Functional MRI a plus but not required.
- Subspecialty CAQ required.
- No body or MSK.
Positions (Remote):
Daytime Body
- Fellowship-trained 100% body position
- Fully remote, daytime, Monday through Friday position with no evenings, weekends, or nights required.
Overnight Body/MSK (Partnership)
- 1 year to shareholder for experienced radiologists, shareholders work 121 shifts per year (17.3 weeks)
- Shifts are 10pm to 7am CST
- At least two years post-fellowship experience required
- Multiple other overnight radiologists (Body, MSK, and Neuro) will be working the same shifts allowing for collaboration.
- 24/7 IT, transcription/editing, and clerical/QA staff assistance.
Overnight Neuro (Partnership)
- 1 year to shareholder for experienced radiologists, shareholders work 121 shifts per year (17.3 weeks)
- Shifts are 10pm to 7am CST
- At least two years post-fellowship experience required
- Multiple other overnight radiologists (Body, MSK) will be working the same shifts allowing for collaboration.
- 24/7 IT, transcription/editing, and clerical/QA staff assistance.
Learn more at www.midwestradiology.com.
Contact: Barry.Lindo@MidwestRadiology.com
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Radiology of Huntsville
(Huntsville, Alabama)
ROH is 60+ physician, high-volume, private practice with a 2-year partnership track and nominal buy-in. Hiring for a remote partnership-eligible overnight position as well as onsite/remote openings in most subspecialites. Huntsville is a tremendously livable, high-tech, and growing mid-sized city (a #1 Best Place to Live in the U.S. by U.S. News and World Report).
Pediatric Radiologist – Shareholder Track
- Consistent annual shareholder compensation exceeding $1MM++
- Shareholder (Partnership) opportunity after two years with nominal buy-in
- Average 205 clinical shifts annually
- Shared 1:6 general radiology weekend call
- Dedicated overnight radiology team — no routine overnight call responsibilities
- Flexible scheduling options, including daytime-focused practice
- Join our collegial team of FOUR pediatric radiologists with a dedicated Women’s and Children’s Hospital, comprehensive pediatric imaging including high-volume pediatric MRI, CT, ultrasound, fluoroscopy, neonatal, emergency, and outpatient imaging, as well as light image-guided procedures.
- Additional voluntary internal locum opportunities compensated per RVU
Onsite and Remote, Daytime and Second Shift opportunities
- Abdominal / Body
- Emergency
- General Radiology
- MSK
- Neuroradiology
- Nuclear Medicine
- Pediatric
- Light Interventional
Learn more at www.radiologyofhuntsville.com.
Contact: Brandy McCown at bmccown@radhunt.com or call 256.713.0621.
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Radiology Imaging Associates
(Denver, Colorado)
RIA is the largest private radiology practice in Colorado with over 120+ radiologists. Our group is dedicated to providing high-quality subspecialty imaging and interventional services as well as excellence in patient care. We currently have over 125 radiologists and cover over 35 hospitals and 15 imaging centers in multiple healthcare systems in Colorado, Kansas, and Hawaii.
Our practice:
- 12 weeks of vacation for associates and 14 weeks for partners.
- 2 year partnership track.
- Compensation ranges from $ 500 to $ 1,000,000 with unlimited internal moonlighting opportunities.
- Generous benefits package including health and dental insurance with premiums covered by the group. Benefits also include an ample CME/business expense account, 401k plan, credentialing assistance, and relocation allowance.
On-site/hybrid (partnership track):
- IR
- Abdominal/Thoracic imaging
- Breast imaging (traditional as well as 100%-breast options)
- Neuroradiology
- MSK imaging
- Nuclear Medicine/PET
- Pediatrics
Remote (partnership track):
- Nighthawk – General/Body
- 7 on / 7 off General/Body Swing
Contract positions are also available for those needing flexible work requirements.
Learn more at https://www.riaco.com/
Contact: radrecruiting@riaco.com
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Inland Imaging
(Washington, Oregon, Montana)
Inland Imaging is a 120+ radiologist-owned private practice proudly serving multiple outpatient, clinic, and hospital sites throughout the Inland Northwest region. We own and operate one of the first outpatient interventional labs in the West in addition to 7 outpatient imaging centers.
Our practice:
- Sub-specialty interpretations available across all locations.
- All studies are accessible on a common PACS system, one common voice recognition system, and one common worklist
- Internal Nighthawk System providing final interpretations on all ER, STAT, and Inpatient Exams. 24/7 Neuroradiology Coverage and IR Call Coverage.
- 2-year Partnership Track.
- Full-Time Radiologist Average Time Off = 15 weeks
- Average after-hours obligations = 9 weekends per year and 22 evening/swing Shifts.
- Associate: $503,415–$566,342+ | Shareholder: $629,269+
- Compensation ranges above reflect base; additional earning potential available through extra shifts and increased productivity
- Full Benefit Package including health, vision, dental, disability, and life; 401k match, profit-sharing contribution, and cash balance plan.
- Flexible scheduling arrangements accommodated across all positions, with a rich case mix across multiple outpatient, clinic, and hospital settings
- Hybrid Work Options
Current Openings:
- Remote overnight ER
- Neuroradiology (Spokane, Seattle, Walla Walla, Tri-Cities, Missoula, or remote)
- Body Imaging (Spokane, Seattle, Walla Walla, Tri-Cities, Missoula, or remote)
- Washington
- Tri-Cities ($75K signing bonus) — Breast, Neuro, MSK, Body
- Spokane — Pediatrics, Breast, MSK
- Moses Lake — General/Breast ($90K signing bonus, $20K relocation, annual retention bonus)
- Colville — General/Breast
- Montana
- Missoula – IR
- Oregon
- Pendleton – General/Breast
Learn more at physicians.inlandimaging.com
Contact: Spencer Piper at spiper@inlandimaging.com
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Minneapolis Radiology Associates
(Minneapolis, Minnesota)
Minneapolis Radiology Associates (MRA) is a highly diversified practice of 35 physicians and 8 APPs celebrating its 56th year in business.
100% Remote Evenings
MRA is seeking a diagnostic radiologist for an evening 7 on / 7 off second-shift position. The role is centered on high-volume, bread-and-butter ED and inpatient cases across all modalities, enabling efficient RVU generation and exceptional income potential. We operate within a Level I trauma system, maintaining a steady and manageable evening workflow. A reliable PACS and strong IT support help ensure uninterrupted coverage, with swing overlap during the bulk of the shift. On-site radiologists are also available for backup in the rare event of connectivity issues.
Position Summary:
- Schedule: 7 days on / 7 days off
- Evening shift: 2p–10p CST
- 75 wRVU
- Interpret diagnostic radiology across all modalities
- Direct communication with referring clinicians as needed
- Bread-and-butter evening case mix with consistent and predictable volume
- Competitive signing bonus
- Annual earning $500,000+
- Full benefits package including health, life, long-term disability, short-term disability, medical malpractice, CME and 401(k) profit-sharing plan with annual value >$90,000
On-Site Shareholder Track – Diagnostic
MRA is seeking a diagnostic radiologist for a full-time shareholder track position. The role includes a mix of on-site and remote shifts with a standard four-day work week. We operate within a Level I trauma system, maintaining a steady and manageable workflow. A reliable PACS and strong IT support help ensure uninterrupted coverage, with constant overlap during the entirety of the shift.
Position Summary:
- Four-day work week with 10 weeks’ vacation as shareholder
- Interpret diagnostic radiology across all modalities
- Mix of remote and on-site shifts
- Mostly weekday shifts. No overnights (covered by separate in-house service)
- Competitive signing bonus
- Annual earning potential as shareholder $800,000+
- Standard four-day work week and ten weeks’ vacation
- Full benefits package including health, life, long-term disability, short-term disability, medical malpractice, CME and 401(k) profit-sharing plan with annual value >$90,000
On-Site Shareholder Track – Interventional
MRA is seeking an interventional radiologist for a full-time shareholder track position. Well-rounded interventional practice including peripheral vascular and stroke. Some diagnostic work but 85%+ is interventional. Stroke is required, but willing to train. Last four hires have been trained in stroke so the internal training program is well-developed. We operate within a Level I trauma system.
Position Summary:
- Four-day work week with 10 weeks’ vacation as shareholder (168 shifts/yr.)
- 85% plus interventional work, including stroke
- 1 in x call
- Competitive signing bonus
- Annual earning potential as shareholder $800,000+
- Standard four day work week and ten weeks’ vacation
- Full benefits package including health, life, long-term disability, short-term disability, medical malpractice, CME and 401(k) profit-sharing plan with annual value >$90,000
Learn more at http://www.mplsrad.com/
Contact: HR@mplsrad.com
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If you’re a group looking to advertise, get in touch. The monthly post here is limited to just a handful of groups at a time, but last year, I launched Independent Radiology as a resource for the broader community, a dedicated private practice radiology job board featuring ~160 groups. If you’re in the market, please also check it out for your job-hunting needs.
I have literally no association with the ABR, but since they’ve been gradually publishing more info about the new Oral Boards (coming to a computer near you in 2028) and not everyone reads The Beam newsletter as religiously as I do, I thought I’d share the goods in one spot here as well. Here’s what’s available so far:
1. Written Sample Case content, which walks you through a couple cases in each subspecialty: what you’re supposed to get from the presentation images, differentials, further imaging requests, and key features. Despite being written, this is very helpful.
2. 46 min “simulation” video (where an experienced radiologist playacts being an examinee). Contains 3 cases/attempts (a strong pass, a clear fail, and a marginal fail). To be clear, you can fail individual cases and still pass the exam. Overconfidence is a cardinal sin, and the clear fail is a parade of whiffs. One example contains a partial scrollable CT with some PACS tools. After the three cases, they re-perform them with the opposite performance/outcome.
3. A logistics guide PDF (no, you won’t be able to have a stand-in take the exam for you).
4. An FAQ, of course. One interesting tidbit: all MRI sequences will be labelled. They say:
The ABR Image Quality Committee and the Board of Trustees think that having candidates spend exam time identifying sequences would not add value to the exam experience. The rare exception might be a case where recognizing the specific sequence is the concept being tested (e.g., in-phase vs out-of-phase imaging in the abdomen, or “silicone-only” image on a breast implant study).
Something tells me there will be “rare” exceptions? (They also happened to include unlabeled MRI sequences in the video above.) I would also be totally unsurprised if nucs studies are still often presented as unknowns, even though that would also never happen in real life, but we’ll see.
5. The usual, generally unhelpful “study guide” (which lists the exam content including such profound hints as “pancreas” and “normal variants”).
6. A Scoring explanation:
Performance on an individual case is scored as 68, 69, 70, 71, or 72. Although a candidate does not need to pass every case to pass the category, the average of the case scores must equal or exceed 70 to pass the category. Hence, a candidate who is shown five cases and receives scores of 69, 70, 70, 70, and 71 would pass because the average of those scores is 70.
Those numbers (68-72) correspond to absolutely unsatisfactory, marginally unsatisfactory, satisfactory, good, and outstanding, respectively. In response to the scoring guide, I did reach out to the ABR to ask why the oral exam would be graded so…distinctively, instead of, say, 1-5 or some other more typical scale.
The answer:
First, “70” is often (but not universally) used as a passing threshold for high school and college exams, so it has an intuitive feel for a pass-fail test that is intended to measure competency rather than relative performance such as “excellence” or “perfection.”
Second, a 3 is “200%” better than a 1 (i.e. proportionally “large”). On the other end of the scale, a score of 5 on a case could be incorrectly understood to be “a lot better” than a 3. This is less an issue for a 70 vs a 72 although, as you imply, it’s mathematically the same result.
In re-introducing the DR Oral Exam, we’re sticking with the past model to avoid making too many changes as once, and to parallel the RO, MP, and IR scoring that has been in continuous use. All that said, I think we will consider going with the simpler version of 1-5 at some point in the future.
In other news, what’s old is new again.
From independent interventional radiologist Dr. Kavi Devulapalli’s recent article, “Coming to Terms With Reality“:
I can build a program that did not exist before I got there, develop the referral relationships, create the clinic, generate the patients, perform the procedures and produce millions of dollars of new facility economics. The hospital can measure that value, present it to a board, use it to justify investment and congratulate itself on the growth of the service line. When it comes time to figure out what I should be paid, however, we are suddenly talking about how many wRVUs I produced, what fair market value is for call coverage, how many hours I spent doing administrative work, what other employed IRs make and what percentile my compensation falls into.
This is why I increasingly describe the game as rigged. I don’t mean there is some guy at CMS sitting around trying to figure out how to personally ruin my life. What I mean is that once you understand how the pieces fit together, the result becomes pretty obvious. CMS separates the physician economics from the facility economics. The hospital owns the facility and employs the physician. The physician can then create tremendous additional enterprise value for the hospital, while Stark and AKS make it difficult to simply reconnect physician compensation to the downstream economics that physician helped create. Compensation gets pushed back toward the defensible value of physician labor, which is then informed in part by surveys of what other physicians operating inside the same system are being paid. If that doesn’t strike you as at least somewhat circular, I don’t know what to tell you.
Value has always been hard to define, but even if RVUs were a perfect measure of physician work in direct patient care, they would never, ever tell the complete story. The hospitals know this, even if they pretend not to during negotiations or their usual budgetary gerrymandering.
An attempt to model the ROI of using narrow AI tools like PE and brain bleed detection, from “Efficiency and Financial Gains From Artificial Intelligence Algorithm Implementation” in JACR:
The pulmonary embolism triage algorithm also reduced interpretation time, but the magnitude of savings was insufficient to offset AI-related costs. The observed time savings of 0.83 min per case produced a negative contribution margin change from 6.0% to −10.1% and a negative return on invested capital of −76.6% (Table 2). In sensitivity analysis, the algorithm would require a total reduction in interpretation time of approximately 3.55 min per case, or a decrease in annual AI cost from $200,000 to approximately $47,000, to become financially favorable relative to baseline. These results highlight that even measurable efficiency gains may not be sufficient when algorithm costs are high, case volumes are limited or baseline interpretation times are already relatively efficient.
The actual modeling the authors used contains many assumptions that may or may not generalize, but the broader point they make is that we should be able to measure whether any tool is worth it. Both in and out of medicine, many AI projects are outright failures. (The brain bleed tool they tested was worth it, in their analysis.)
A generally insufficiently addressed question for all AI-makes-you-more-efficient discussions is what is the leakage of time saved? What fraction of that expensive deep breath gets applied to the next case? Is the increase in productivity really just taking that time and cranking the hamster wheel perfectly to add in the exact amount of work to fill that gap? If so, does that scale as more and more tools are added? Is that effect durable over time, or do we partially revert after the Hawthorne effect wears off? Do we enjoy our tool-assisted work more or less, and how will that change over time?
A broader financial question for these types of narrow, mission-critical tasks is what parts of the task/job are expensive and/or inefficient? Doing the work or verifying the work or both? AI might help you avoid some mistakes as a second reader, but that’s not the economic model anyone is interested in.
Here’s a little compilation of posts from the last few years about getting started as a new radiology resident.
Transitioning
Scan by Scan is an essay about starting in radiology.
Doing
Approaching the Radiology R1 Year and its short companion post: How to be a First-Year Radiology Resident.
Want something a little more controversial? You Should be Correlating Clinically.
Learning
Book Recommendations for First-Year Radiology Residents (and some further recommendations for when there’s extra book fund to burn).
You can round that out with some more general thoughts on studying during residency. Then try my deeper dive: ultralearning radiology.
Iterating
Some important considerations for getting better every day.
More on deliberately improving what I call the “iterative loop of radiology.”
Getting and making the most of feedback. Also, a few more words about your self-worth as an early trainee.
Lastly, radiology call tips (which are also helpful every day).
Efficiency & Ergonomics
The umbrella post that contains the other posts about efficiency, ergonomics, workstation equipment, AutoHotkey, etc is here. People have described the series as (no joke) life-changing.
There’s a lot you can and should do other than just using whatever is plugged into your workstation, but this post for trainees is a start.
Speaking of work units, Dr. Avery J. Knapp Jr. dreams of a different multi-parametric AI work unit for radiology, arguing that wRVUs (and even time-based units) just don’t cut it:
There are at least 30 factors that affect how hard a study is to read. wRVU captures approximately one of them, poorly.
The RUC won’t fix this. It’s the RUC’s job to maintain the current system, not replace it.
PE won’t fix this. PE profits from the information asymmetry between what a study is worth and what a radiologist gets paid.
I wrote about e(ffort)RVUs last year as well. Whether you agree with his first draft of a proposal, it makes useful points for discussion.
He argues that private practices are the best suited to develop an ideal system:
So who builds it?
Radiologists. Independent groups. People who actually sit in front of a PACS and know that an 80-year-old’s postop MRI and a 30-year-old’s screening study are not the same job.
Just turning the dials in a raw time-based fashion for a CPT code creates winners and losers in an ultimately unsatisfying way. Improvement on RVUs or not, it certainly doesn’t capture the whole picture. Those who were/are frustrated to see their favorite exams changed in a system like TBWU might be happier if the hard exams paid better and were counted fairly, and the easy exams were too, and they practiced in a system where those reading complicated cases weren’t punished for doing yeoman’s work.
We all know that there are hard and easy versions of everything (not to mention people can typically still cherry-pick with the tried and true method of previewing a case and then skipping it if it looks bad). So, no, it doesn’t always balance out in an average. And even if the time to interpret a scan across 52 million exams was a neat bell curve, it doesn’t mean every radiologist’s workload will be right in the middle. RP for example says they removed “outliers” from the calculation, which is arguably important to not inadvertently capture the impact of dietary fiber when a case is paused mid-read, but not all outliers are spurious either. None of this is actually easy. The need to add “incremental seconds” in their system tells us that open/sign times in voice recognition software don’t tell a complete story.
If a new system feels unfair to people—not just because of sour grapes, but because it truly doesn’t reflect the effort it takes to read exams—then it would follow that a simple time-based work unit is insufficient to capture effort and that an ideal system would likely be more complicated. Now, RP certainly doesn’t need to attempt an ideal system, and we could surmise that an AI-derived work unit would be even more of a black box, potentially more contentious, and certainly more expensive to create, and that may all be true. But, it might also work.
As a follow-up to the two posts about Radiology Partners’ new time-based work units, the first quarterly TBWU adjustment is taking place quickly: July 1. This will incorporate changes related to any efficiency gains for groups on the Mosaic platform. From the May 15 FAQ:
Based on the TBWU guiding principles, our objective is to improve overall physician compensation per shift, per hour, per year. In order to do that, the efficiency gains from any RP tools (such as Mosaic Drafting or Capture) will be shared with radiologists. In the first TBWU review, 80% of the value from efficiency gains will go directly to our radiologists. After that and through the end of 2027, no less than 50% of the value of the efficiency gains will go to our radiologists.
It’s easy to roll your eyes at that corporate phrasing, but we should be fair about what RP is talking about when it comes to splitting efficiency gains. As previously stated, their intention has always been to reduce TBWUs to “partially” capture efficiency improvements, and their guiding principle is to capture an increasing percentage from the delta itself and not from the total work unit. The work unit of course will decrease, but not by a ton, at least not at first. RP estimates that 20% of the improvement will be 2-7% of the work unit. Yes, this means that they bumped plain films for just a fraction of a year before using Mosaic to start siphoning them back down.
Total aggregate work credit (± compensation itself) would only decrease if productivity didn’t increase to account for the saved time. So, you need to kick faster to tread water, but you arguably won’t care because the kicking will be easier.
To reiterate: Since these are time-based work units, what they’re doing is that when the time-to-read goes down thanks to Mosaic, they won’t move it all the way down the full amount; they’ll leave some of the efficiency gain to rads. For this first iteration of the time difference, it’s 20% to RP and 80% to radiologists. At this early time point, one would venture that the time savings are not going to be huge, so the relative generosity of the split is probably mostly in name. Until the end of 2027, they said they won’t take any more than 50% of the improvement. Reimbursement/credit is going down per case in these adjustments; it’s just that they claim they’re going down less than the time savings, and therefore total work units produced by a human won’t be decreased in aggregate over the course of longitudinal work: you’ll just read more cases because it will be so easy, or something along those lines.
How the proposed improved “overall physician compensation per shift, per hour, per year” will survive over the long term if the market softens and payers catch on remains to be seen. Also, we can acknowledge that the time saved for individual radiologists may be very different than the average time saved. Even if an individual rad doesn’t experience efficiency gains, they still pay the efficiency cost.
As the use of similar tools grows across the field, a relative pay differential could also widen relative to other practices that are able to capture similar productivity gains from other products while reaping the majority of the benefits. That would, of course, depend on how expensive those products are for those practices relative to the efficiency gains and who controls the compensation. Who’s to say how it will shake out? Not me. The laws of supply and demand will keep operating, second-order effects are inevitable, and there are a lot of moving parts. The technology may increase efficiency, but what we do with that depends on the contracts. Employers are incentivized to capture those gains and raise the production floor. Private practices are incentivized to maximize revenues for themselves.
Procedural Time
The FAQ contains an amusing doublespeak regarding IR vs “Non-workstation time”:
IR procedures: Given the unavailability of time studies for IR procedures, TBWUs for IR exams equal the RVU value.
Non-workstation time: Diagnostic mammography and CT coronary angiography (exams with a non-workstation component) include additional time beyond image interpretation. Based on data-driven time studies, incremental seconds were added to these exams to more accurately reflect total time spent, resulting in updated TBWU values.
I am not an IR, but I would venture it is indeed possible to know how long various average IR cases take. It may even be easier than adding “data-driven” “incremental seconds” to fluff numbers. As for non-workstation time…what about fluoroscopy? Something tells me those incremental seconds are largely uncaptured. The difference is that coronary CTA and diagnostic mammo are lucrative, growing service lines that need to be supported.
Perhaps the more salient problem with including IR is that truing up TBWUs to account for the time of procedures would take too many RVUs out of the pool and drive DR values down too much in a zero-sum calculation.
An Incomplete Accounting
The reality is, no one has this data but RP. No one is going to be performing an audit, and no one can ensure honesty or integrity when it comes to anything here (or really at any other practice). This is a privately held company, and we shouldn’t pretend like they have any need to, because if the 12-radiologist TBWU Physician Advisory Committee making “recommendations” to the CMO is enough accountability for the RP rank and file, then it’s enough.
But let’s assume that time-based work units are exactly that: work based on time, fairly calculated and revised on a continual basis. They have argued that TBWUs are better and fairer than RVUs, and that may even be true.
At the same time, TBWUs, like RVUs, are still an incomplete accounting of work.
Averages are averages, and not every case is average. Giving you an average work unit for every case does not necessarily equate to fairness over time. The attempt to adjust based on patient context is insufficient when you consider the broad swath of radiology. The positivity rate, the complexity of an exam, the timing of the exam, the relevance of priors, call findings to clinicians, etc—all these things might impact a true weighting system.
For a company that is touting its AI-native platform, one might ask why just adjust for time when there is so much more? Why not go all the way and do a true effort RVU? Because it’s a hassle they don’t need to attempt.
As I suggested previously, the primary motivation for simple time-based accounting is that time changes can be measured before and after, and those magical promised AI-driven productivity gains can be garnished in increasing amounts over time. How would a multimodal AI-derived work unit account for help from AI? This recursive question is, I would venture, much harder to measure than “time went down.” TBWUs may be better than RVUs, but fairness is not the goal per se. Rather than being an ideal way of internally fixing a broken system, they are the ideal way of “sharing efficiency gains” (repricing the work) and driving the behaviors needed to address the most egregious list behaviors/cherry-picking/backlogs.
For radiologists, the only way to “win” is to use those seconds of “average improvement” to read more cases to make up for the decreases in TBWUs. They frame it as “sharing the upside/gains,” and that’s technically true.
Ultimately, those with the power, leverage, and control have a stronger say in who gets to reap the economic benefits of these new technologies. This is what I expect RP to do. It’s also what I expect basically every hospital, corporate, and academic practice to do eventually.
I can see why some would view this repricing as the beginning of a depressing hamster wheel on turbo mode.
Dr. Cort Wernz, writing about a private equity buyout “Negotiating Blind” in his Substack, The Impression:
The upfront payout the Las Vegas radiologist described wasn’t arbitrary generosity. It wasn’t a bonus. It was his own future income, pulled forward, discounted and paid to him upfront in exchange for accepting less later.
[…]
The radiologist in Las Vegas wasn’t undone by a bad deal. He was undone by a predictable one, structured by people who understood exactly what they were buying, signed by people who understood it less well. That’s not a character flaw. It’s what happens when a profession doesn’t place any serious value on business literacy.
Nice to see a new voice in radiology just doing their thing.
The late radiologist Harry Z. Mellins, M.D (1921-2009), arguing that radiologists are clinicians:
The radiologist is a clinician who has sacrificed one of the greatest glories of the practice of medicine, and its greatest responsibility—the daily contact with the ill and with their families—in order to concentrate the more on the other essence of our profession, the pathology of the living. This he sees through the medium of shadows, which has left him open to the charge of not quite being a real doctor.
But shadows, after all, are real. What are we to one another and what is the world to any of us, but an inverted image on the retina. Seeing is one with the mind. The camera does not see; it records. The radiologist perceives a shadow, sees a lesion, and imagines the man. The bedside physician sees the man, perceives the signs, and imagines the lesion. They practice from the outside in, and we from the inside out. Both are clinicians, for in truth, there is no other kind of doctor worthy of the name. The decisive test for all is finally and always at the bedside. This, then, is one concept of the radiologist—with a film on the view box, but the bedside on his mind.