Tomy Varghese

University of Wisconsin–Madison — United States

Medicine · Health Sciences

52h-index9.3kcitations339works8.52yr avg
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Research Topics

Ultrasound Imaging and Elastography(236), Ultrasonics and Acoustic Wave Propagation(117), Ultrasound and Hyperthermia Applications(96), Photoacoustic and Ultrasonic Imaging(91), Elasticity and Material Modeling(62)

Publications338 total

Self-Supervised Ultrasound Strain Elastography using SMURF
2025Open Access
Carotid Plaque Segmentation in Ultrasound Images Using a Mask R-CNN.
PubMed·2025Open Access
Geometry Aware Neural Radiance Fields for Freehand Ultrasound Reconstruction
2025Open Access
TUS-REC2024: A Challenge to Reconstruct 3D Freehand Ultrasound Without External Tracker
arXiv (Cornell University)·2025Open Access
Clinical Risk Factors for Stroke and Associations With Microembolic Signals on Transcranial Doppler
Journal for Vascular Ultrasound·2025
Comparative Analysis of Common Carotid Artery Intima-Media Thickness and Lagrangian Wall Strain in Relation to Cardiovascular Risk Factors Using Ultrasound
Ultrasound in Medicine & Biology·2025· 1 cited
Abstract Th0064: Carotid Axial Strain Relationship to Cardiovascular Disease Risk Factors in a Cohort of Healthy Young Adults
Arteriosclerosis Thrombosis and Vascular Biology·2025
Abstract Th0065: Ultrasound Lagrangian Strain Imaging as a Marker for Arterial Stiffness in Carotid Atherosclerosis
Arteriosclerosis Thrombosis and Vascular Biology·2025
Varying pixel resolution significantly improves deep learning-based carotid plaque histology segmentation
Scientific Reports·2025Open Access
Self-Supervised Ultrasound Strain Elastography using SMURF
SSRN Electronic Journal·2025Open Access
Continuous Bernoulli Distribution for More Realistic Ultrasound Reconstruction with NeRF
2024· 1 cited
Sensorless End-to-End Freehand 3-D Ultrasound Reconstruction With Physics-Guided Deep Learning
IEEE Transactions on Ultrasonics Ferroelectrics and Frequency Control·2024· 6 citedOpen Access
Pitfalls with Neural Radiance Fields for 3D Freehand Ultrasound Reconstruction
2024· 1 citedOpen Access
Utilizing a mask R-CNN for segmentation of the carotid lumen in subjects with plaque deposition
2024· 1 cited
Identifying trends in carotid artery health using strain indices
2024
Methods in Stroke Prevention in the Wisconsin Native American Population
Neuroepidemiology·2024· 2 cited
Analysis of Smad3 in the modulation of stromal extracellular matrix proteins in corneal scarring after alkali injury.
PubMed·2024Open Access
Hollow Core DNANF Optical Fiber with <0.11 dB/km Loss
2024· 141 cited
Lumen segmentation using a Mask R-CNN in carotid arteries with stenotic atherosclerotic plaque
Ultrasonics·2023· 7 citedOpen Access
OC 11.4 Diagnosis of Deep Vein Thrombosis Using a D-Dimer Threshold Adjusted to Clinical Probability: Supportive Real-World Evidence for a Change in Clinical Practice
Research and Practice in Thrombosis and Haemostasis·2023Open Access
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Frequent Co-authors

J. Ophir(17), James A. Zagzebski(10), F. Kallel(7), Ernest L. Madsen(7), Gary R. Frank(7), Hairong Shi(6), Robert J. Dempsey(6), Elisa E. Konofagou(5), Thomas A. Krouskop(5), Quan Chen(5), Udomchai Techavipoo(5), Carol Mitchell(5), Maritza A. Hobson(4), Miklós Kiss(4), S. Kaisar Alam(3), Brian S. Garra(3), Raffaella Righetti(3), Timothy J. Hall(3), Mehmet Bilgen(3), Matthew McCormick(3)