医学 AI

Uncertainty-aware Cross-training for Semi-supervised Medical Image Segmentation

Kaiwen Huang, Tao Zhou, Huazhu Fu, Yizhe Zhang, Yi Zhou, Xiao-Jun Wu

机构 * School of Computer Science and Engineering, Nanjing University of Science and Technology（南京理工大学计算机科学与工程学院） ； Institute of High Performance Computing, A*STAR（A*STAR高性能计算研究所） ； School of Computer Science and Engineering, Southeast University（东南大学计算机科学与工程学院） ； School of Artificial Intelligence and Computer Science, Jiangnan University（江南大学人工智能与计算机科学学院） 纠错

专题命中 医学影像 ：medical image(title,abstract)；MRI(abstract)；CT(abstract)；分类 cs.CV

Comments 14 pages, 10 figures

Enhanced Liver Tumor Detection in CT Images Using 3D U-Net and Bat Algorithm for Hyperparameter Optimization

Nastaran Ghorbani, Bitasadat Jamshidi, Mohsen Rostamy-Malkhalifeh

机构 * Department of Mathematics and Statistics, Loyola University Chicago（洛约拉大学芝加哥分校数学与统计学系） ； Department of Mathematics and Computer Science, Islamic Azad University, Science and Research Branch（伊斯兰 Azad 大学科学与研究分校数学与计算机科学系） 纠错

专题命中 医学影像 ：CT(title,abstract)；medical image(abstract)；分类 cs.CV、cs.LG

Variational volume reconstruction with the Deep Ritz Method

Conor Rowan, Sumedh Soman, John A. Evans

机构 * Smead Aerospace Engineering Sciences University of Colorado（斯梅德航空航天工程科学大学） 纠错

专题命中 医学影像 ：MRI(abstract)；biomedical(abstract)；分类 cs.CV、cs.LG、eess.IV

Learning to Harmonize Cross-vendor X-ray Images by Non-linear Image Dynamics Correction

Yucheng Lu, Shunxin Wang, Dovile Juodelyte, Veronika Cheplygina

机构 * IT University of Copenhagen（丹麦哥本哈根技术大学） ； University of Twente（埃因霍温理工大学） 纠错

专题命中 医学影像 ：medical image(abstract,journal_ref)；分类 cs.CV、eess.IV

Journal ref Medical Image Understanding and Analysis (MIUA) 2025

Shape Completion and Real-Time Visualization in Robotic Ultrasound Spine Acquisitions

Miruna-Alexandra Gafencu, Reem Shaban, Yordanka Velikova, Mohammad Farid Azampour, Nassir Navab

机构 * Computer Aided Medical Procedures, Technical University of Munich（技术大学慕尼黑计算机辅助医疗程序） ； Konrad Zuse School of Excellence in Reliable AI (relAI)（Konrad Zuse卓越人工智能学校） ； Munich Center for Machine Learning (MCML)（慕尼黑机器学习中心） 纠错

专题命中 医学影像 ：CT(abstract)；分类 cs.CV

Hierarchical Variable Importance with Statistical Control for Medical Data-Based Prediction

Joseph Paillard, Antoine Collas, Denis A. Engemann, Bertrand Thirion

机构 * Roche Pharma Research \& Early Development, F. Hoffmann-La Roche Ltd, Basel, Switzerland Université Paris-Saclay, Inria, CEA, Paris, Palaiseau, France Correspondance 纠错

专题命中 医学影像 ：MRI(abstract)；分类 cs.LG

Journal ref Information Processing in Medical Imaging. IPMI 2025. Lecture Notes in Computer Science, vol 15830. Springer, Cham

SSPFusion: A Semantic Structure-Preserving Approach for Infrared and Visible Image Fusion

Qiao Yang, Yu Zhang, Yutong Chen, Jian Zhang, Shunli Zhang

机构 * School of Software Engineering, Beijing Jiaotong University（北京交通大学软件工程学院） ； School of Astronautics, Beihang University（北航航天学院） ； Faculty of Engineering and Information Technology, University of Melbourne（墨尔本大学工程与信息技术学院） ； Ordos Laboratory, Ordos（鄂尔多斯实验室） 纠错

专题命中 医学影像 ：medical image(abstract)；分类 cs.CV

Comments Accepted by Expert Systems with Applications (ESWA)

Beam hardening correction of Bremsstrahlung X-ray computed tomography measurements and required measurement accuracies

Nikhil Deshmukh

专题命中 医学影像 ：CT(abstract)

Comments 7 pages, 5 figures

Evaluating Large Language Models for Automated Clinical Abstraction in Pulmonary Embolism Registries: Performance Across Model Sizes, Versions, and Parameters

Mahmoud Alwakeel, Emory Buck, Jonathan G. Martin, Imran Aslam, Sudarshan Rajagopal, Jian Pei, Mihai V. Podgoreanu, Christopher J. Lindsell, An-Kwok Ian Wong

专题命中 医学影像 ：radiology(abstract)