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20242026
most citedContinuous sPatial-Temporal Deformable Image Registration (CPT-DIR) for motion modelling in radiotherapy: beyond classic voxel-based methods

3 citations · 3 across the 10 of their papers we have counts for

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5 papers · 1 filter

physics.med-ph2025

Contour-informed inter-patient deformable registration of Head-and-Neck patients

Xingyue Ruan, Xia Li, Muheng Li +4

Background and Purpose: Voxel-based analysis (VBA) helps to identify dose-sensitive regions by aligning individual dose distributions within a common coordinate system (CCS). Accur…

cs.CV2025

CPT-4DMR: Continuous sPatial-Temporal Representation for 4D-MRI Reconstruction

Xinyang Wu, Muheng Li, Xia Li +5

Four-dimensional MRI (4D-MRI) is an promising technique for capturing respiratory-induced motion in radiation therapy planning and delivery. Conventional 4D reconstruction methods,…

physics.med-ph2025

Neural Network-Driven Direct CBCT-Based Dose Calculation for Head-and-Neck Proton Treatment Planning

Muheng Li, Evangelia Choulilitsa, Lisa Fankhauser +3

Accurate dose calculation on cone beam computed tomography (CBCT) images is essential for modern proton treatment planning workflows, particularly when accounting for inter-fractio…

stat.ML2025

Reheated Gradient-based Discrete Sampling for Combinatorial Optimization

Muheng Li, Ruqi Zhang

Recently, gradient-based discrete sampling has emerged as a highly efficient, general-purpose solver for various combinatorial optimization (CO) problems, achieving performance com…

cs.AI2025

GraphChase: A Platform and Benchmark for Urban Network Security Games

Shuxin Zhuang, Shuxin Li, Tianji Yang +4

After the achievement of solving two-player zero-sum games, more AI researchers focus on solving multiplayer games. Urban Network Security Games (\textbf{UNSGs}) represent a class…