医学 AI

SpeechCT-CLIP: Distilling Text-Image Knowledge to Speech for Voice-Native Multimodal CT Analysis

Lukas Buess, Jan Geier, David Bani-Harouni, Chantal Pellegrini, Matthias Keicher, Paula Andrea Perez-Toro, Nassir Navab, Andreas Maier, Tomas Arias-Vergara

机构 * Computer Aided Medical Procedures, Technical University of Munich（慕尼黑技术大学计算机辅助医学程序） 纠错

专题命中 医学影像 ：CT(title,abstract)；medical AI(abstract)；radiology(abstract)

Comments Submitted to ICASSP 2026; under review

Med-K2N: Flexible K-to-N Modality Translation for Medical Image Synthesis

Feng Yuan, Yifan Gao, Yuehua Ye, Haoyue Li, Xin Gao

机构 * University of Science and Technology of China（中国科学技术大学） ； Suzhou Institute of Biomedical Engineering and Technology（苏州生物医学工程与技术研究所） ； Chinese Academy of Sciences（中国科学院） ； The Third Affiliated Hospital of Sun Yat-sen University（中山大学第三附属医院） 纠错

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

Comments ICLR2026 under review

Wave-GMS: Lightweight Multi-Scale Generative Model for Medical Image Segmentation

Talha Ahmed, Nehal Ahmed Shaikh, Hassan Mohy-ud-Din

机构 * School of Science and Engineering, Lahore University of Management Sciences, Lahore, Pakistan（科学与工程学院，拉合尔管理科学大学，巴基斯坦拉合尔） 纠错

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

Comments 5 pages, 1 figure, 4 tables; Submitted to IEEE Conference for possible publication

Swap-Net: A Memory-Efficient 2.5D Network for Sparse-View 3D Cone Beam CT Reconstruction

Xiaojian Xu, Marc Klasky, Michael T. McCann, Jason Hu, Jeffrey A. Fessler

机构 * Department of Electrical Engineering & Computer Science, University of Michigan（电气工程与计算机科学系，密歇根大学） ； Theoretical Division, Los Alamos National Laboratory（洛斯阿拉莫斯国家实验室理论部） 纠错

专题命中 医学影像 ：CT(title,abstract)；分类 cs.CV、eess.IV

Journal ref IEEE Transactions on Computational Imaging, vol. 11, pp. 872-887, 2025

Flip Distribution Alignment VAE for Multi-Phase MRI Synthesis

Xiaoyan Kui, Qianmu Xiao, Qqinsong Li, Zexin Ji, JIelin Zhang, Beiji Zou

机构 * School of Computer Science and Engineering（计算机科学与工程学院） ； Big Data Institute（大数据研究院） ； Department of Radiology（放射科） 纠错

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

Comments This paper has been early accept by MICCAI 2025

Journal ref Medical Image Computing and Computer Assisted Intervention (MICCAI), 2025, 208-218

Radial spoke energy for self-navigated motion detection and position-ordered dynamic musculoskeletal MRI

Enping Lin, Fatih Calakli, Musa Tunç Arslan, Giovani Schulte Farina, Simon Keith Warfield

专题命中 医学影像 ：MRI(title,abstract)

Comments 18 pages, 8 figures. supplementary MP4 file as a ancillary file located in the anc directory

Q-FSRU: Quantum-Augmented Frequency-Spectral For Medical Visual Question Answering

Rakesh Thakur, Yusra Tariq, Rakesh Chandra Joshi

机构 * Amity University（阿米蒂大学） 纠错

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

Comments 12 pages (9 main + 2 references/appendix), 2 figures, conference paper submitted to ICLR 2026

Solving 3D Inverse Problems using Pre-trained 2D Diffusion Models

Hyungjin Chung, Dohoon Ryu, Michael T. McCann, Marc L. Klasky, Jong Chul Ye

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

Comments 14 pages, 10 figures

Journal ref 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Vancouver, BC, Canada, 2023, pp. 22542-22551

WaveNet-SF: A Hybrid Network for Retinal Disease Detection Based on Wavelet Transform in Spatial-Frequency Domain

Jilan Cheng, Guoli Long, Zeyu Zhang, Zhenjia Qi, Hanyu Wang, Libin Lu, Shuihua Wang, Yudong Zhang, Jin Hong

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

Material Identification From Radiographs Without Energy Resolution

Michael T. McCann, Elena Guardincerri, Samuel M. Gonzales, Lauren A. Misurek, Jennifer L. Schei, Marc L. Klasky

专题命中 医学影像 ：biomedical(abstract)；分类 eess.IV

Comments 13 pages, 17 figures

Journal ref IEEE Transactions on Computational Imaging, vol. 9, pp. 314-326, 2023