output
20042026
most citedRandom walk with barriers: Diffusion restricted by permeable membranes

220 citations

14 papers

physics.med-ph2026

Characterization and Mitigation of Boundary Sampling Artifacts in Electron Phase Space Generation for Clinical FLASH-RT Deployment

Rafael Carballeira, Rongxiao Zhang, Kevin J. Willy +2

Applicator-specific phase space (PHSP) files recorded at the aperture exit reduce Monte Carlo dose calculation time by 30-50% for electron FLASH radiotherapy. However, positioning…

cs.CY2025

Bridging the Regulatory Divide: Ensuring Safety and Equity in Wearable Health Technologies

Akshay Kelshiker, Susan Cheng, Jivan Achar +7

As wearable health technologies have grown more sophisticated, the distinction between "wellness" and "medical" devices has become increasingly blurred. While some features undergo…

cs.LG2025

Bi-cephalic self-attended model to classify Parkinson's disease patients with freezing of gait

Shomoita Jahid Mitin, Rodrigue Rizk, Maximilian Scherer +4

Parkinson's Disease (PD) often results in motor and cognitive impairments, including gait dysfunction, particularly in patients with freezing of gait (FOG). Current detection metho…

cs.DL2024★ 132 cited

The emergence of Large Language Models (LLM) as a tool in literature reviews: an LLM automated systematic review

Dmitry Scherbakov, Nina Hubig, Vinita Jansari +2

Objective: This study aims to summarize the usage of Large Language Models (LLMs) in the process of creating a scientific review. We look at the range of stages in a review that ca…

cs.CV2023★ 5 cited

On the Relevance of Temporal Features for Medical Ultrasound Video Recognition

D. Hudson Smith, John Paul Lineberger, George H. Baker

Many medical ultrasound video recognition tasks involve identifying key anatomical features regardless of when they appear in the video suggesting that modeling such tasks may not…

cs.CV2023★ 22 cited

AGMN: Association Graph-based Graph Matching Network for Coronary Artery Semantic Labeling on Invasive Coronary Angiograms

Chen Zhao, Zhihui Xu, Jingfeng Jiang +4

Semantic labeling of coronary arterial segments in invasive coronary angiography (ICA) is important for automated assessment and report generation of coronary artery stenosis in th…