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Top 12 Radiology Trends for 2024 | AI Automation Bias
January 8, 2024
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“Like it or not, we live in interesting times. They are times of danger and uncertainty; but they are also the most creative of any time in the history of mankind.”

Robert F. Kennedy, in his “Day of Affirmation” address at the University of Cape Town in South Africa in 1966.

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Top 12 Radiology Trends for 2024

What will be the top radiology trends for 2024? We talked to key opinion leaders across the medical imaging spectrum to get their opinions on the technologies, clinical applications, and regulatory developments that will shape the specialty for the next 12 months.

AI – Generative AI to Reduce Radiology’s Workload: “New generative AI methods will summarize complex medical records, draft radiology reports from images, and explain radiology reports to patients using language they understand. These innovative systems will reduce our workload and will provide more time for us to connect with our colleagues and our patients.” — Curtis Langlotz, MD, PhD, Stanford University and president, RSNA 2024

AI – Generative AI Will Get Multimodal: “In 2024, we can expect continued innovations in generative AI with a greater emphasis on integrating GenAI into existing and new radiology and patient-facing applications with growing interests in retrieval-augmented generation, fine-tuning, smaller models, multi-model routing, and AI assistants. Medicine being multimodal, the term ‘multimodal’ will become more ubiquitous.” — Woojin Kim, MD, CMIO at Rad AI

AI – Will AI Really Reduce Radiology Burnout? “Burnout will continue to be a huge issue in radiology with no solution in sight. AI vendors will offer algorithms as solutions to burnout with catchy slogans such as ‘buy our lung nodule detector and become the radiologist your parents wanted you to be.’ Their enthusiasm will cause even more burnout.” — Saurabh Jha, MBBS, AKA RogueRad, Hospital of the University of Pennsylvania

Breast Imaging – Prepare Now for Density Reporting: “The FDA ‘dense breast’ reporting standard to patients becomes effective on September 10, 2024, and breast imaging centers should be prepared for new patient questions and conversations. A plan for a consistent approach to recommending supplemental screening and facilitating ordering of additional imaging from referring providers should be put into action.” — JoAnn Pushkin, executive director, DenseBreast-info.org

Breast Imaging – Density Reporting to Spur Earlier Detection: “In March 2023, FDA issued a national requirement for reporting breast density to patients and referring providers after mammography. Facilities performing mammograms must meet the September 2024 deadline incorporating breast density type and associated breast cancer risk in their reporting. This change can lead to earlier breast cancer detection as these patients will be informed of supplemental screening as it relates to their breast density and [will] choose to pursue it.” — Stamatia Destounis, MD, Elizabeth Wende Breast Care and chair, ACR Breast Imaging Commission

CT – Lung Cancer Screening to Build Momentum: “Uptake of LDCT screening for lung cancer will increase in the US and worldwide. AI-enabled cardiac evaluation, even on non-gated scans, will allow for prediction of illnesses such as AFib and heart failure.  Quantifying measurement error across platforms will become an important aspect of nodule management.” — David Yankelevitz, MD, Icahn School of Medicine at Mount Sinai Health System

CT – Photon-Counting CT to Expand: “In 2024, we will continue to see many papers published on photon-counting CT, strengthening the body of scientific evidence as to its many strengths. Results from clinical trials involving multiple manufacturers’ systems will also increase in number, perhaps leading to more commercial systems entering the market.” — Cynthia McCollough, PhD, director, CT Clinical Innovation Center, Mayo Clinic

Enterprise Imaging – Time is Ripe for Cloud and AI: “Healthcare has an opportunity for change in 2024, and imaging is ripe for disruption, with burnout, staffing challenges, and new technology needs. Many organizations are expanding their enterprise imaging strategy and are asking how and where they can take the plunge into cloud and AI. Vendors have got the message; now it’s time to push the gas and deliver.” — Monique Rasband, VP of strategy & research, imaging/oncology at KLAS

Imaging IT – Data Brokerage to Go Mainstream: “A new market will hit the mainstream in 2024 – radiology data brokerage. As data-hungry LLMs scale up and the use of companion diagnostics in lifesciences proliferates, health systems will look to cash in on curated radiology data. This will also be an even bigger driver for migration to cloud-based imaging IT.” — Steve Holloway, managing director, Signify Research     

MRI – Prostate MRI to Reduce Biopsies: “Prostate MRI in conjunction with PSMA PET will explode in 2024 and reduce the number of unnecessary biopsies for patients.” — Stephen Pomeranz, MD, CEO of ProScan Imaging and chair, Naples Florida Community Hospital Network 

Theranostics – New Radiotracers to Drive Diagnosis & Treatment: “Through 2024, nuclear medicine theranostics will increasingly be integrated into standard global practice. With many new radiopharmaceuticals in development, theranostics promise early diagnosis and precision treatment for a broadening range of cancers, expanding options for patients resistant to traditional therapies. Treatments will be enhanced by personalized dosimetry, artificial intelligence, and combination therapies.” — Helen Nadel, MD, Stanford University and president, SNMMI 2023-2024

Radiology Operations – Reimbursement Challenges Continue: “In 2024, we will continue to experience recruitment challenges coupled with decreases in reimbursement. Now, more than ever, every radiologist needs to be diligent in advocating for the specialty, focus on business plan diversification, and ensure all services rendered are optimally documented and billed.” — Rebecca Farrington, chief revenue officer, Healthcare Administrative Partners 

The Takeaway
To paraphrase Robert F. Kennedy, radiology is indeed living in interesting times – times of “danger and uncertainty,” but also times of unprecedented creativity and innovation. In 2024, radiology will get a much better glimpse of where these trends are taking us.

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The Wire

  • Study Revives Concerns about AI Bias: How does AI impact radiologist behavior in breast screening, particularly on datasets enriched with many cancers – such as might occur with a mammography triage algorithm? In European Radiology, researchers at Sweden’s Karolinska University Hospital found that radiologists using AI in a dataset of 758 women – 50% of whom had cancer – saw their performance change measurably in different scenarios if they knew AI would also be analyzing cases. The study is reviving concerns about AI “automation bias” and radiologist behavior.
  • Siemens Gets 3T MRI Clearance: Siemens Healthineers has received FDA clearance for Magnetom Cima.X, a 3T MRI scanner that features what the company calls the “strongest-ever gradient system” for a clinically released scanner. Cima.X’s Gemini gradients are rated at an amplitude of 200 mT/m and a slew rate of 200 T/m/s – 2.5X higher than the next-strongest gradients available from the company. Siemens debuted Cima.X – along with the 7T Magnetom Terra.X – at its Shape 23 event just prior to RSNA 2022.   
  • Improving CT Stroke Turnaround: Researchers from the University of Rochester slashed turnaround times for non-contrast CT exams of suspected stroke by tweaking their structured reporting template to prioritize these studies. In a study of 3.3k patients in JACR, researchers describe how they added a purple bar to highlight worklist text for “super-STAT” cases suspected of stroke regardless of patient location. The percentage of cases with TAT times under 30 minutes improved (96% vs. 73%), potentially reducing the devastating consequences of delay in diagnosing stroke.
  • Blackford Partners with Rayscape: Blackford is boosting the number of AI algorithms for lung image analysis on its Blackford Platform through a relationship with Rayscape. The company’s Rayscape CXR algorithm for detecting up to 148 findings on chest X-ray and Rayscape Lung CT solution for lung cancer detection will be added to Platform, joining other recent Blackford additions such as Nurea, AIQ Solutions, and contextflow. 
  • Cardiac MRI Journal Switches to Elsevier: Is the rebellion against corporate academic publishing losing steam? In a new announcement, editors of the Journal of Cardiovascular Magnetic Resonance revealed that they have moved the journal’s operations from BioMedCentral to Elsevier. JCMR made the switch in part to give authors “state-of-the-art and timely publishing and copyediting services,” and the journal will remain open-access. Last year, a group of over 40 academic editors quit Elsevier over what they said were high publishing fees, and started their own journal, Imaging Neuroscience. 
  • Imaging Hits the Road with RURAL Project: Some of healthcare’s biggest challenges are health disparities experienced in rural communities. In the federally funded RURAL project, researchers have turned a mobile coach into an exam room on wheels, including a GE HealthCare CT scanner, to collect data on why rural health outcomes for conditions like heart disease are so poor. The vehicle will travel through 10 rural counties in the southeastern US with the goal of collecting data on up to 4.6k individuals. First results are expected in early 2024. 
  • ChatGPT Nails Breast Pathology: ChatGPT turned in a mostly acceptable performance in answering questions on breast pathology commonly encountered on core-needle biopsy procedures. In a new study in AJR, Johns Hopkins researchers asked ChatGPT 3.5 to provide the diagnosis for 14 types of pathology diagnoses, finding that human reviewers agreed with its overall responses 95% of the time. The generative AI algorithm scored lower in making management recommendations for high-risk lesions (52%), but this could be due to a recent shift toward non-surgical management of such lesions.
  • SimBioSys to Launch 3D Software: SimBioSys is gearing up to launch its TumorSight Viz software after receiving FDA clearance in December for the solution, the first application in the company’s TumorSight family of AI-powered 3D software. The cloud-based solution analyzes 2D breast MRI scans to generate interactive 3D images in which AI is used to segment tumors and surrounding tissue, providing insights such as tumor volume that can be used to guide treatment decisions. Separately, the company signed a partnership with Mayo Clinic for development of breast imaging tools.
  • DeepTek.ai Partners with AiOne in UK: DeepTek.ai will be gaining access to the UK market through a partnership with AiOne Healthcare Technologies. AiOne will give DeepTek market access and support in the UK for its Augmento AI-powered radiology orchestration platform, which automates routine tasks, streamlines workflow, and provides real-time insights. Augmento got FDA clearance in 2023, and the company touts its technology as being able to speed workflow for radiologists, such as for chest X-ray interpretation. 
  • LUMA Vision Funding: 4D cardiac imaging and navigation platform startup LUMA Vision scored $22M in Series A3 financing that it will use to seek FDA clearance, prepare for its U.S. commercialization, and fund future product development. LUMA Vision’s end-to-end VERAFEYE platform combines an ultrasound-enabled catheter sensor with digital imaging and deep learning technologies to provide 360-degree imagery of the beating heart and surrounding anatomy to support AFib and structural heart procedures.
  • No, Fingerprint Test Won’t Replace Mammograms: Breast imaging specialists are seeing red over news coverage of a lab test that analyzes fingerprint sweat deposits to find early signs of breast cancer. UK researchers published a proof-of-concept study in 15 patients a year ago, but last week Reuters released a video report claiming the test could one day replace screening mammography – a claim that was promptly picked up by multiple other news outlets. Breast specialists point out that while the technology is intriguing, it won’t be replacing mammography anytime soon.

Top 5 Trends from RSNA 2023

What were the top 5 trends from RSNA 2023? Check out this review from Brad Levin of Visage Imaging on the topics and technologies that took center stage in Chicago. 

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Teleradiology can be a force multiplier in radiology. Watch this Medality webinar recording with Daniel Corbett of Radiology Business Solutions to learn the pros, cons, and essential factors for private practice leaders considering teleradiology integration.

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Circulation on the Run

Looking for a weekly summary of hot cardiovascular topics in the journal Circulation? Check out Circulation on the Run, a podcast series featuring Carolyn Lam, MD, of echo AI developer Us2.ai.

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The Resource Wire

  • Clinical Decision-Making with CEM: Learn more about contrast-enhanced mammography (CEM) in this on-demand recording of a GE HealthCare Clinical Conversations webinar featuring Gaelyn Scuderi, MD, in which she discusses impactful cases and the value she sees in CEM.
  • Do You Spend Too Much Time Routing Data? Find out how to automate image data routing in Enlitic’s Live Fast 5, a 5-minute live presentation at 12 pm ET on January 11 where you can get your questions answered. 
  • Solutions to Support Breast Density Reporting: The FDA has ruled that healthcare providers must inform patients of their breast density status. Learn how Intelerad’s solutions can help mammography facilities comply with this new rule well ahead of next year’s deadline. 
  • Why AI in Radiology is a Game Changer: What are the benefits of AI in radiology? Quite simply, they are game-changing and will drive improved hospital efficiency, according to this article that features Blackford Analysis CEO Ben Panter. 
  • The Value of MRI Ownership: Are you wondering whether buying a new MRI scanner is the best use of scarce capital equipment funds? Check out Siemens Healthineers’ interactive ROI calculator to see the value of purchasing the MAGNETOM Free.Max. 
  • New Industry Research on Cloud in Imaging: 77% of imaging organizations rely on cloud – but most still haven’t fully integrated cloud or maximized its potential. Check out the new industry research report from Merge by Merative on enterprise cloud adoption and its challenges.
  • Looking to improve follow-up compliance? PocketHealth now offers Follow-Up Navigator, a new solution that puts follow-ups directly in the patient’s hands. Learn more in this article.
  • Clearer MRI for Alzheimer’s Disease: Clinicians and patients are encouraged by new drugs available to slow or reduce cognitive decline and Alzheimer’s disease. Learn how 30% faster MRI scans and clearer images enabled by SpinTech MRI’s STAGE software can help address imaging challenges. 
  • United’s Imaging’s Unique Philosophy: United Imaging is developing modern medical imaging technology for better patient outcomes. CEO Jeffrey Bundy, PhD, explains the company’s unique philosophy in this interview with Healthcare Tech Outlook. 
  • Drivers of AI Usage in Radiology: Radiologists are being asked to read more, read faster, and with a higher degree of accuracy as imaging data grows in volume and complexity. In this video, listen to Bernardo Bizzo, MD, and Riverain CEO Steve Worrell explain how this is driving AI usage. 
  • The Power of the Platform at RSNA 2023: How can radiologists get easy access to AI solutions? Watch this video interview at RSNA 2023 with CARPL.ai CEO Vidur Mahajan and Chief Architect Rohit Takhar to learn how the power of the platform is making AI for radiology a reality. 
  • Deciding between public and private cloud? Trying to decide between public and private cloud? Watch this brief Change Healthcare animation detailing the operational benefits of public cloud hosting for imaging.
  • Navigating Neurology Disease States: Neurological diseases are a growing challenge worldwide, and time is of the essence in detection and treatment. In this downloadable e-book, learn how technologies like TeraRecon’s Neurology Suite are available to support physicians across multiple neurological conditions.
  • Achieve Your Dose Management Goals: This Bayer Radiology white paper details how the right people, plan, and systems can help imaging teams achieve their dose management goals.

  • Automated Solutions for Patient and Provider Sharing: What’s the latest news from Clearpath? Find out how its fully automated patient and provider solutions for sharing medical records and images are making waves in healthcare.

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