Benoît M. Dawant

Computer Science · Physical Sciences

67h-index17.1kcitations535works1.62yr avg
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Research Topics

Medical Image Segmentation Techniques(122), Hearing Loss and Rehabilitation(99), Neurological disorders and treatments(72), Medical Imaging and Analysis(57), Advanced MRI Techniques and Applications(48)

Publications535 total

Assessing open‑world foundation models for zero‑shot skin segmentation in clinical dermatological photographs
2026
PyTK-SNAP: a Python-based visualization framework for interactive medical image analysis
2026
Insertion Network for Image Sequence Correspondence
ArXiv.org·2026Open Access
Insertion Network for Image Sequence Correspondence
arXiv (Cornell University)·2026Open Access
Integrating 2D dermatological photography with 3D anatomical surfaces
2026
IntraStyler: Exemplar-based Style Synthesis for Cross-modality Domain Adaptation
arXiv (Cornell University)·2026Open Access
IntraStyler: Exemplar-based Style Synthesis for Cross-modality Domain Adaptation
ArXiv.org·2026Open Access
Altered Interictal Bed Nucleus of Stria Terminalis Connectivity in Patients With Temporal Lobe Epilepsy
Neurology·2025
PHASE: Personalized Head-based Automatic Simulation for Electromagnetic properties in 7T MRI
Magnetic Resonance Imaging·2025
ID# 1906689 BrainState: Instantaneous Functional Network State for Adaptive Closed-Loop Neuromodulation of Epilepsy
Neuromodulation Technology at the Neural Interface·2025
Evaluating Selective Apical Electrode Deactivation for Improving Cochlear Implant Outcomes
Trends in Hearing·2025· 1 citedOpen Access
Mpox lesion counting with semantic and instance segmentation methods
Journal of Medical Imaging·2025Open Access
crossMoDA Challenge: Evolution of Cross-Modality Domain Adaptation Techniques for Vestibular Schwannoma and Cochlea Segmentation from 2021 to 2023
arXiv (Cornell University)·2025Open Access
Collapse of interictal suppressive networks permits seizure spread
Brain·2025· 4 citedOpen Access
Intraoperative neural firing correlates with motor and cognitive features in Parkinson’s disease
Journal of neurosurgery·2025
Deep Automatic Alignment of Mpox Dermatological Hand Photography
2025
CT Contrast Phase Identification by Predicting the Temporal Angle Using Circular Regression
2025
Improving U-Net segmentation of cutaneous chronic graft-versus-host disease in clinical photographs with semi-supervised training
2025Open Access
26 Evaluating AI models trained with varying amounts of expert feedback for chronic graft-versus-host disease skin assessment in photos of patients with diverse skin tones
Journal of Clinical and Translational Science·2025Open Access
Reward circuit local field potential modulations precede risk taking
Brain·2025Open Access
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Frequent Co-authors

Jack H. Noble(15), Robert F. Labadie(12), Robert Kessler(7), J. Michael Fitzpatrick(7), Calvin R. Maurer(6), Robert J. Maciunas(6), René H. Gifford(6), George B. Wanna(5), Patrizia Riccardi(4), M. Sib Ansari(4), David H. Zald(4), Michael I. Miga(4), Robert L. Galloway(4), Alex Zijdenbos(3), Richard Margolin(3), Jay B. West(3), Frederik Maes(3), Dirk Vandermeulen(3), Mary S. Dietrich(3), Brendan P. O’Connell(3)