Dr. Sonia Gupta

AI
How can AI deliver ROI, reimbursement, and patient satisfaction?
The return on investment (ROI) for artificial intelligence (AI) technology hasn't always been clear in healthcare. In a new column, Dr. Sonia Gupta of Change Healthcare shares how AI can provide both an ROI and improved patient care.
March 26, 2023
2021 07 16 16 27 9194 Artificial Intelligence Ai Abstract 400
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An AI algorithm showed success in providing accurate, real-time guidance for shoulder imaging.
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Practice Management
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Could AI help standardize MSK ultrasound?
By Amerigo Allegretto
An AI algorithm showed success in providing accurate, real-time guidance for shoulder imaging.
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Shoulder Joint 400
Researchers to develop 'patient-centered' imaging assessment tool
By Kate Madden Yee
The instrument will allow clinicians to "compare diagnostic strategies on patient-relevant endpoints," researchers noted.
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Hill Day 2026 highlights weight of imaging data in biomedical research
By Liz Carey
"All of us are frustrated with the gap between what patients receive on a routine basis and where the research community is ..."
March 27, 2026
Radiologist Pamela Woodard Academy President Hill Day 2026
Women's Imaging MinnieCast, Episode 5: Could CEM sub for MRI?
By Amerigo Allegretto
Wendie Berg, MD, PhD, discusses the current state of contrast-enhanced mammography (CEM) and co-founding DenseBreast-info.org.
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PET reveals disease activity in autoimmune encephalitis
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PET revealed brain region-specific astrogliosis corresponding to clinical manifestations and disease severity.
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(A) Overview of study participants with different clinical phenotypes depicted in distinct colors: Limbic encephalitis (LE)/temporal lobe epilepsy (TLE): Blue; cerebellar ataxia (CA): Green; stiff person syndrome (SPS): Red, including overlapping clinical features with an overview of the analyzed parameter; generated in Biorender. (B) F-18 F-DED uptake, as visualized by SUVr with global mean scaling, is shown for three representative patients with GAD65-AIE: Patient #6 with LE/TLE, showing mesiotemporal F-18 F-DED uptake; patient #16 with overlapping clinical features of CA, SPS, and LE, showing both mesiotemporal and cerebellar F-18 F-DED uptake; and patient #17 with isolated SPS showing no increased F-18 F-DED uptake. Additionally, the average F-18 F-DED uptake of eight controls is shown on the right.
Mammography use declining among some groups of women
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Non-Hispanic white, Asian, and uninsured women ages 40 to 49 years used mammography less between 2010 and 2022.
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Novel AI-enhanced MRI algorithm helps assess left ventricular function
By Kate Madden Yee
A study's findings could improve imaging results for patients with arrythmia.
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Representative images of participants with difficulty with breath holding and arrhythmia. In the lower right corner of A–L, the position coordinates of the images are marked. Short-axis (SA) view images in the end-systole (A–F) and end-diastole (G–L) phases in participants with atrial fibrillation. (A–C, G–I) Balanced steady-state free precession (bSSFP) cardiac cine. (D–F, J–L) Deep learning–enhanced compressed sensing (AI-CS) single-shot cardiac cine. In contrast to AI-CS single-shot cardiac cine, endocardial contours were challenging to identify on conventional segmented cine in midventricular and apical sections. (M) Line graph of time curve during the whole cardiac cycle obtained from bSSFP cardiac cine. (N) Line graph of time curve during the whole cardiac cycle obtained from AI-CS single-shot cardiac cine. LV = left ventricle; 2D = two-dimensional.
Sclerotherapy spares ovarian reserve without loss of therapeutic efficacy
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The results offer evidence that supports sclerotherapy as an ovary-sparing alternative to surgery for selected patients.
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Radiologic technologist aides who were trained in sterile technique and ultrasound setup could support IR services.
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Radiotherapy 400
Study finds that AI fails to speed lung cancer diagnosis
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AI prioritization of chest x-rays requested by U.K. primary care had no significant impact on the lung cancer pathway.
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Lung Ai
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