9th Snowmass 2021: Hot Topics in Radiology: Advanced Application and Artificial Intelligence

Feb 27th, 2021Mar 4th, 2021
Snowmass, CO
US
https://edusymp.com/product/details/1349
Phone:813-806-1000
You can register for the live webcast if you cannot attend in person: https://edusymp.com/product/details/1351.
Latest in Home
Annual and cumulative FDA authorizations of AI/ML-enabled medical devices, 1995–2025.
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Radiology dominates thirty years of FDA AI device approvals
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The total annual authorization volume increased from a mean of 1.8 per year between 1995 and 2014 to 264 per year between 2023 and 2025.
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The petition has received over 10,000 signatures as of July 16.
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The bill includes provisions affecting imaging appropriate use criteria (AUC), the Medicare conversion factor, and the Quality Payment Program (QPP).
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2027 MPFS proposed rule would lift radiology reimbursement
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If finalized, the proposed rule is expected to hike reimbursement by 2% for radiology, 2% for nuclear medicine, 3% for interventional radiology, and 3% for radiation oncology.
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MRI could replace DRE for prostate cancer staging
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MRI showed comparable performance to DRE in prostate cancer staging without compromising patient outcomes.
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Incorrect AI suggestions influence reader performance on mammography
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The biggest impact on reader performance stemmed from false-negative AI suggestions.
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A normal mammogram confirmed by three-year radiologic follow-up illustrates reader-marked regions of interest (ROIs) during (A) unaided (round 1) and (B) artificial intelligence (AI)–assisted (round 2) reading. Each colored dot represents an ROI for recall by a human reader. Readers could mark more than one ROI per case, represented by multiple dots of the same color. During AI-assisted reading, the AI system displayed three visible prompts: two with suspicion of malignancy scores of 35% (left mediolateral oblique [L MLO] and craniocaudal [L CC]) and one with a suspicion of malignancy score of 10% (right craniocaudal [R CC]), shown as polygonal overlays. Without AI, six of 10 readers (60%) marked a false-positive ROI. With AI assistance, this fell to two of 10 (20%). R MLO = right mediolateral oblique.
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The findings suggest that treatments aimed at boosting dopamine release could be repurposed to treat long COVID.
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Representative participant from each group shown. C-11 DTBZ non-displaceable binding potential (BPND) in voxels quantitated with simplified reference tissue model 2. Color scale indicates C-11 DTBZ BPND from 0 (black) to 3.5 (red), with reduced C-11 DTBZ BPND observed in the long COVID case compared to both healthy controls.
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First human x-rays in space deemed diagnostic
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Representative preflight, in-flight, and postflight chest radiographs. Radiographs of the chest were acquired (A) preflight by a crewmember, (B, C) in-flight on day 3 after launch (L+3) by a crewmember, and (D) postflight by a non-crew operator using the same imaging protocol.
Breast cancer screening higher among civically engaged women
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Women who voted, attended a public meeting, or volunteered are more likely to get their breast cancer screening.
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