Jeffrey Sorenson

AI
Utilization is the new innovation in healthcare enterprise AI
Enterprise artificial intelligence (AI) has shown tremendous promise in the field of radiology, specifically around assistive intelligence. But what can be done to improve confidence in its use? Jeff Sorenson explains.
February 1, 2021
2019 04 05 22 13 3278 Computer Digital Cockpit 400
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Multiple Myeloma 400
MRI
MRI-based model shows changes over time in multiple myeloma patients
Whole-body MRI could serve as a scalable biomarker for risk stratification in multiple myeloma patients.
Ultrasound Transducer3 400
Ultrasound
Thyroid nodule classification systems provide diagnostic equity
Liver
Interventional
Y-90 TARE rises to top in treatments for liver transplant patients
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Ultrasound
Ultrasound MinnieCast, Episode 16: How to create a sonography association
Doctor Patient Consult Tablet 400
IS
eConsult systems may benefit radiology-provider communication
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Whole-body MRI could serve as a scalable biomarker for risk stratification in multiple myeloma patients.
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Thyroid nodule classification systems provide diagnostic equity
By Amerigo Allegretto
TI-RADS and Bethesda achieved similar performances across Black and white racial groups.
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Y-90 TARE rises to top in treatments for liver transplant patients
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By 2025, TARE accounted for 45.8% of 2,653 liver-directed therapy procedures.
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Ultrasound MinnieCast, Episode 16: How to create a sonography association
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Brenda McMahon, founder of the Pennsylvania Association for Sonographers, outlines the creation and work of the association.
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eConsult systems may benefit radiology-provider communication
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Electronic consult (eConsult) platforms provide documented pathway for imaging questions and support radiologists as consultants.
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Of 175 survey respondents, 132 reported significant symptom improvement at least two years following embolization.
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Podcast: Frank Lexa discusses the 3 major trends facing radiology today
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MRI scans show how higher progesterone levels indicate lower mood.
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Radiologist pipeline trails increase in training positions
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Radiology residency positions rose 33% between 2010 and 2025.
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Neighborhood deprivation tied to lower breast cancer screening
By Amerigo Allegretto
Women residing in neighborhoods with high deprivation have lower odds of getting their mammograms.
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SPECT/CT access unequal across U.S.
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At the state level, California, Texas, and Florida had the highest number of facilities in absolute terms.
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AI cuts chest CT reporting time
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Exploratory modeling suggested an approximate reduction of 0.5 full-time equivalent radiologist workload.
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Example of AI-assisted pulmonary nodule detection and longitudinal volumetric assessment in a 65-year-old woman with peripheral arterial disease, a 24-pack-year smoking history, emphysema, and a family history of lung cancer. An incidental 8.5-mm right lower lobe pulmonary nodule is identified at CT angiography of the abdomen in July 2022 but does not receive follow-up. Subsequent imaging demonstrates interval growth, and CT-guided biopsy confirms stage IA lung adenocarcinoma. Contrast-enhanced axial chest CT images obtained on February 2, 2024, before robotic-assisted thoracoscopic segmentectomy, show a 12.1-mm spiculated right lower lobe pulmonary nodule. (A) Conventional contrast-enhanced axial chest CT image without AI assistance shows a 12.1-mm spiculated right lower lobe pulmonary nodule. (B) Corresponding CT image with AI-assisted pulmonary nodule detection, automated segmentation, and quantitative nodule assessment identifies a solid pulmonary nodule (nodule #1) measuring 13 × 8 (11) mm, with a volume of 739 mm3, a 45% volumetric increase compared with the previous contrast-enhanced chest CT performed on October 9, 2023 (510 mm3), and an estimated volume doubling time (VDT) of 216 days. (C) AI-generated longitudinal nodule analysis displays automated segmentation of the current (February 2, 2024) and previous (October 9, 2023) CT examinations, 3D nodule reconstruction, and quantitative volumetric assessment for longitudinal follow-up. The AI interface is displayed in the original software language (Dutch).
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