ArticleDiagnostics (Basel, Switzerland)2026
Twelve Fused Models by Fusing Four Types of Transformer-Based Tuners on Three Base UNet Architectures for Carotid Wall Segmentation and Plaque Burden/Intima-Media Thickness Measurements in Ultrasound Scans: A Scientific Validation Study.
Nikhil Singh, Rubeena Vohra, Arun K Dubey, Laura E Mantella, Amer M Johri, Esma R Isenovic, John Laird, Mustafa Al-Maini, Vijay Viswanathan, Mohamed Abbas and 5 more
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In one paragraphArticle in Diagnostics (Basel, Switzerland), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
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5 · Who and what moneyAuthors and funding
15 authors.
Nikhil SinghDepartment of Electronics and Communication Engineering, Bharati Vidyapeeth's College of Engineering, New Delhi 110063, India.ORCID 0009-0005-8100-0831 Rubeena VohraDepartment of Electronics and Communication Engineering, Bharati Vidyapeeth's College of Engineering, New Delhi 110063, India.
Arun K DubeyDepartment of Computer Science Engineering, Samrat Ashok Rajkiya Engineering College (SAREC), New Delhi 23100, India.
Laura E MantellaDivision of Cardiology, Department of Medicine, Queen's University, Kingston, ON K7L 3N6, Canada.
Amer M JohriDepartment of Biomedical and Molecular Sciences, Queen's University, Kingston, ON K7L 3N6, Canada.
Esma R IsenovicDepartment of Radiobiology and Molecular Genetics, "VINČA" Institute of Nuclear Sciences-National Institute of the Republic of Serbia, University of Belgrade, 11001 Belgrade, Serbia.ORCID 0000-0002-0012-2636 John LairdDepartment of Cardiology, St. Helena Hospital, St. Helena, CA 94574, USA.
Mustafa Al-MainiAllergy, Clinical Immunology and Rheumatology Institute, Toronto, ON M5G 1N8, Canada.
Vijay ViswanathanMV Diabetes Center, Chennai 600013, India.
Mohamed AbbasElectrical Engineering Department, College of Engineering, King Khalid University, Abha 61421, Saudi Arabia.ORCID 0000-0002-3141-2900 Janet N A AjuluchukwuStroke Monitoring and Diagnostic Division, AtheroPoint™, Roseville, CA 95661, USA.
Andrew LaineDepartment of Biomedical and Radiology, Columbia University, New York, NY 10027, USA.
Luca SabaDepartment of Radiology, Azienda Ospedaliero-Universitaria (A.O.U.) di Cagliari, 09124 Cagliari, Italy.ORCID 0000-0003-2870-3771 Funding
P53 in BBD and Breast Cancer Risk: A Multicenter CohortR01CA095661 · NCI · YESHIVA UNIVERSITY · PI ROHAN, THOMAS E · 2002 to 2006
$3.8MKing Khalid University RGP2/521/46.NCI NIH HHS R01 CA095661
6 · The paper itselfAbstract
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Indexed as
carotid ultrasoundscientific validationtransformer-based tunersUNetvariability analysiswall segmentation
Identifiers
PMID42650942
PMCPMC13511551
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