医学 AI

Self-Supervised Training For Low Dose CT Reconstruction

Mehmet Ozan Unal, Metin Ertas, Isa Yildirim

机构 * Electronics and Communication Engineering Department, Istanbul Technical University, Istanbul, Turkey（电子与通信工程系，伊斯坦布尔技术大学） ； Electrical and Electronics Engineering Department, Istanbul University, Istanbul, Turkey（电气与电子工程系，伊斯坦布尔大学） 纠错

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

Journal ref 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI)

An Unsupervised Reconstruction Method For Low-Dose CT Using Deep Generative Regularization Prior

Mehmet Ozan Unal, Metin Ertas, Isa Yildirim

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

Journal ref Biomedical Signal Processing and Control 75 (2022) 103598

Utility of Pancreas Surface Lobularity as a CT Biomarker for Opportunistic Screening of Type 2 Diabetes

Tejas Sudharshan Mathai, Anisa V. Prasad, Xinya Wang, Praveen T. S. Balamuralikrishna, Yan Zhuang, Abhinav Suri, Jianfei Liu, Perry J. Pickhardt, Ronald M. Summers

机构 * Imaging Sciences, National Institutes of Health Clinical Center Department of Radiology, University of Wisconsin School of Medicine \& Public Health 纠错

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

Comments Submitted to IEEE ISBI 2026

Error Correction in Radiology Reports: A Knowledge Distillation-Based Multi-Stage Framework

Jinge Wu, Zhaolong Wu, Ruizhe Li, Tong Chen, Abul Hasan, Yunsoo Kim, Jason P. Y. Cheung, Teng Zhang, Honghan Wu

专题命中 医学影像 ：radiology(title,abstract)

Comments Accepted to AAAI 2026

GPDM: Generation-Prior Diffusion Model for Accelerated Direct Attenuation and Scatter Correction of Whole-body 18F-FDG PET

Min Jeong Cho, Hyeong Seok Shim, Sungyu Kim, Jae Sung Lee

专题命中 医学影像 ：MRI(abstract)；CT(abstract)

Comments 25 pages, 10 figures

Semantic4Safety: Causal Insights from Zero-shot Street View Imagery Segmentation for Urban Road Safety

Huan Chen, Ting Han, Siyu Chen, Zhihao Guo, Yiping Chen, Meiliu Wu

机构 * School of Geospatial Engineering and Science, Sun Yat-sen University（地理空间工程与科学学院，中山大学） ； School of Geographical and Earth Sciences, University of Glasgow（地理与地球科学学院，格拉斯哥大学） ； School of Economics and Management, Shanxi University（经济学与管理学院，山西大学） 纠错

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

Comments 11 pages, 10 figures, The 8th ACM SIGSPATIAL International Workshop on AI for Geographic Knowledge Discovery (GeoAI '25), November 3--6, 2025, Minneapolis, MN, USA

Segment Any Tumour: An Uncertainty-Aware Vision Foundation Model for Whole-Body Analysis

Himashi Peiris, Sizhe Wang, Gary Egan, Mehrtash Harandi, Meng Law, Zhaolin Chen

专题命中 医学影像 ：medical image(abstract)；分类 q-bio、eess.IV

Clinically-aligned Multi-modal Chest X-ray Classification

Phillip Sloan, Edwin Simpson, Majid Mirmehdi

专题命中 医学影像 ：radiology(abstract)；分类 q-bio、eess.IV

Comments 9 Pages, 2 Figures, 3 Tables & 2 Supplementary Tables in Appendix. Accepted to ML4H 2025 (Proceedings)

Split-Layer: Enhancing Implicit Neural Representation by Maximizing the Dimensionality of Feature Space

Zhicheng Cai, Hao Zhu, Linsen Chen, Qiu Shen, Xun Cao

专题命中 医学影像 ：CT(abstract)；分类 cs.CV

Comments AAAI 2026

Feature Quality and Adaptability of Medical Foundation Models: A Comparative Evaluation for Radiographic Classification and Segmentation

Frank Li, Theo Dapamede, Mohammadreza Chavoshi, Young Seok Jeon, Bardia Khosravi, Abdulhameed Dere, Beatrice Brown-Mulry, Rohan Satya Isaac, Aawez Mansuri, Chiratidzo Sanyika, Janice Newsome, Saptarshi Purkayastha, Imon Banerjee, Hari Trivedi, Judy Gichoya

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

Comments 7 figures, 3 tables

From Euler to Today: Universal Mathematical Fallibility A Large-Scale Computational Analysis of Errors in ArXiv Papers

Igor Rivin

机构 * Department of Mathematics, Temple University（特拉华大学数学系） 纠错

专题命中 医学影像 ：CT(abstract)

Using the Cherenkov Telescope onboard EUSO-SPB2 for Target of Opportunity searches of very high energy neutrino sources

Tobias Heibges, Claire Guépin, Diksha Garg, Luke Kupari, Mary Hall Reno, Tonia M. Venters, Lawrence Wiencke

专题命中 医学影像 ：CT(abstract)

Comments 10 pages, 2 figures, ICRC202

Journal ref PoS(ICRC2025)1051