Sanjay M. Parekh, PhD

Artificial Intelligence
Global artificial intelligence market looks set for bright future
The worldwide market for medical imaging artificial intelligence applications is expected to be worth almost $1.2 billion by 2025, with a compound annual growth rate of 26%, a report from Signify Research has stated.
July 29, 2021
2021 05 21 21 54 5876 2021 05 24 Solis Ai Visual 20210521215801
Artificial Intelligence
Medical imaging AI market projected for strong growth
The world market for artificial intelligence (AI)-based clinical applications for use in medical imaging is set to reach almost $1.5 billion (1.3 billion euros) by 2024, despite a slower-than-expected uptake of these products and the impact of the COVID-19 pandemic, according to a new report from Signify Research.
September 9, 2020
2019 11 12 22 07 1423 Graph Financial Results Global 400
Artificial Intelligence
10 factors to consider when selecting AI vendors
More than 150 independent software companies are developing artificial intelligence (AI) solutions for medical imaging, so sorting through the options is a challenge. Market analyst Sanjay M. Parekh, PhD, lists 10 factors radiologists should consider -- and questions they should ask -- before partnering with vendors.
November 26, 2019
2019 08 20 17 41 5668 Supercomputer Servers 400
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CT
LLMs improve patient comprehension of oncologic CT reports
The use of large language models (LLMs) with oncologic CT reports brings benefits, but radiologist oversight is still vital, German researchers have reported.
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Womens Imaging
Belgian study supports use of romosozumab in older women
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Ultrasound
Art and radiology: Seeing beauty and value in images
Example case demonstrating improved accuracy in lesion location with ViewFinder (VF) on versus VF off. The mediolateral oblique (MLO) view shows the source reference-standard annotation (red), while the craniocaudal (CC) images show individual radiologist annotations (blue) for both, ViewFinder ON and OFF, and the reference standard annotation (in red). Courtesy of Stephen Morrell, PhD, et al and EJR. (Note: For interpretation of the references to color in this figure legend, the reader is referred to the original version of this article.)
Artificial Intelligence
AI enables tissue matching for digital breast tomosynthesis
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CT
Gianfranco Gualdi breaks his silence
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LLMs improve patient comprehension of oncologic CT reports
By Kate Madden Yee
The use of large language models (LLMs) with oncologic CT reports brings benefits, but radiologist oversight is still vital, German researchers have reported.
November 24, 2025
2025 11 18 Ll Ms Ct Report Figure6 Thumbnail
Belgian study supports use of romosozumab in older women
By Will Morton
Age appears not to be a factor in whether postmenopausal women with osteoporosis respond to treatment with romosozumab.
November 24, 2025
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Art and radiology: Seeing beauty and value in images
By Philip Ward
“Radiological illustrations are more than medical images. They teach!” That’s the view of Dr. Harun Yildiz from Bursa, Turkey. In a Q&A interview, he elaborates on his passion for art.
November 20, 2025
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AI enables tissue matching for digital breast tomosynthesis
By Maryam Payne
Ahead of RSNA 2025, Elaitra has highlighted an AI product featured recently in a European Journal of Radiology study.
November 19, 2025
Example case demonstrating improved accuracy in lesion location with ViewFinder (VF) on versus VF off. The mediolateral oblique (MLO) view shows the source reference-standard annotation (red), while the craniocaudal (CC) images show individual radiologist annotations (blue) for both, ViewFinder ON and OFF, and the reference standard annotation (in red). Courtesy of Stephen Morrell, PhD, et al and EJR. (Note: For interpretation of the references to color in this figure legend, the reader is referred to the original version of this article.)
Gianfranco Gualdi breaks his silence
By Philip Ward
Prof. Gianfranco Gualdi, the senior radiologist from Rome who faces manslaughter charges over alleged malpractice, gave a presentation at a meeting held on 14 November. A video clip of him has appeared on social media.
November 18, 2025
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IAEA recommends global adoption of PSMA-PET
By Will Morton
A global trial sponsored by the International Atomic Energy Agency (IAEA) supports the adoption of prostate-specific antigen (PSMA) PET/CT into standard staging protocols.
November 18, 2025
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French group focuses attention on benign bone lesions
By Maryam Payne
Musculoskeletal radiologists from Lille have conducted a large study of nearly 600 benign bone lesions found in almost 500 patients.
November 17, 2025
Lesions with concave borders (arrows): (a, b) intraosseous abscess, (c) chondroblastoma, (d) Langerhans cell histiocytosis, and (e, f) metastasis (same patient). In (a) and (c), one concave border follows the shape of the growth plate.
Study finds gender differences in inappropriate imaging requests
By Maryam Payne
A Dutch study has pointed out that women are more likely than men to receive inappropriate diagnostic imaging requests.
November 17, 2025
Ct Scan Woman
PSMA-PET effective for initial staging of prostate cancer
By Will Morton
Researchers from Bonn, Germany, have found that upfront PSMA-PET/CT has a major impact on treatment decision-making in suspected cases of prostate cancer.
November 14, 2025
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Gastric ultrasound can be used by novice examiners
By Amerigo Allegretto
With training, novice users of ultrasound can detect a full stomach in patients undergoing anesthesia, Swiss authors have reported.
November 14, 2025
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'The disease of kings' comes under intense scrutiny
By Edna Astbury-Ward, PhD
Imaging can play a central role in the management of gout, one of the most common inflammatory arthropathies in adults and the most common arthritis in men.
November 13, 2025
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fMRI exams of soccer fans' brains offer clues to the cause of fanaticism
By Kate Madden Yee
Functional MRI (fMRI) illuminates the phenomena of "in-group bonding and reinforcement of social identity," researchers noted.
November 12, 2025
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