医学 AI

Guided MRI Reconstruction via Schrödinger Bridge

Yue Wang, Yuanbiao Yang, Zhuo-xu Cui, Tian Zhou, Bingsheng Huang, Hairong Zheng, Dong Liang, Yanjie Zhu

机构 * Lauterbur Research Center for Biomedical Imaging, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences（拉特伯研究中心生物医学成像，深圳先进技术研究所，中国科学院） ； School of Artificial Intelligence, the University of Chinese Academy of Sciences（人工智能学院，中国科学院大学） ； Research Center for Medical AI, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences（医学人工智能研究中心，深圳先进技术研究所，中国科学院） ； Pazhou Lab, Guangzhou, China（琶洲实验室，广州，中国） ； School of Biomedical Engineering, Shenzhen University Medical School, Shenzhen University, Shenzhen, China（生物医学工程学院，深圳大学医学院，深圳大学，深圳，中国） 纠错

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

CT-CLIP: A Multi-modal Fusion Framework for Robust Apple Leaf Disease Recognition in Complex Environments

Lemin Liu, Fangchao Hu, Honghua Jiang, Yaru Chen, Limin Liu, Yongliang Qiao

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

Digital Contrast CT Pulmonary Angiography Synthesis from Non-contrast CT for Pulmonary Vascular Disease

Ying Ming, Yue Lin, Longfei Zhao, Gengwan Li, Zuopeng Tan, Bing Li, Sheng Xie, Wei Song, Qiqi Xu

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

3DReasonKnee: Advancing Grounded Reasoning in Medical Vision Language Models

Sraavya Sambara, Sung Eun Kim, Xiaoman Zhang, Luyang Luo, Shreya Johri, Mohammed Baharoon, Du Hyun Ro, Pranav Rajpurkar

机构 * Department of Biomedical Informatics, Harvard Medical School（生物医学信息学系，哈佛医学院） ； Seoul National University Hospital（首尔国立大学医院） 纠错

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

Efficient Meningioma Tumor Segmentation Using Ensemble Learning

Mohammad Mahdi Danesh Pajouh, Sara Saeedi

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

Comments 2nd Place Winner in the BraTS 2025 MICCAI Challenge (Task 2: Meningioma Tumor Segmentation)

Lightweight Classifier for Detecting Intracranial Hemorrhage in Ultrasound Data

Phat Tran, Enbai Kuang, Fred Xu

机构 * University of Washington（华盛顿大学） 纠错

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

Why Registration Quality Matters: Enhancing sCT Synthesis with IMPACT-Based Registration

Valentin Boussot, Cédric Hémon, Jean-Claude Nunes, Jean-Louis Dillenseger

机构 * Univ Rennes 1（里昂大学） 纠错

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

Comments Paper for the SynthRAD2025 challenge, Team BreizhCT

Size and Smoothness Aware Adaptive Focal Loss for Small Tumor Segmentation

Md Rakibul Islam, Riad Hassan, Abdullah Nazib, Kien Nguyen, Clinton Fookes, Md Zahidul Islam

机构 * Dept of CSE, Bangladesh University of Business and Technology（信息与通信技术系，孟加拉国商业大学） ； Dept of Information and Communication Technology, Islamic University（信息与通信技术系，伊斯兰大学） ； IICT, Bangladesh University of Engineering and Technology（工程与技术研究所，孟加拉国工程大学） ； Dept of CSE, Green University of Bangladesh（计算机科学与工程系，绿色大学） ； School of Electrical Engineering and Robotics（电气工程与机器人学院） 纠错

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

Comments 15 pages, 5 figures

An Automatic Detection Method for Hematoma Features in Placental Abruption Ultrasound Images Based on Few-Shot Learning

Xiaoqing Liu, Jitai Han, Hua Yan, Peng Li, Sida Tang, Ying Li, Kaiwen Zhang, Min Yu

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

The relation between the optical variability timescale, magnetic field of jets and black hole spin in active galactic nuclei

Yongyun Chen, Qiusheng Gu, Junhui Fan, Dingrong Xiong, Xiaoling Yu, Xiaotong Guo, Nan Ding, Ting-Feng Yi

专题命中 医学影像 ：MRI(abstract)

Comments 10 pages, 4 figures, accept for publication in the Astrophysical Journal

Interpretable Multimodal Zero-Shot ECG Diagnosis via Structured Clinical Knowledge Alignment

Jialu Tang, Hung Manh Pham, Ignace De Lathauwer, Henk S. Schipper, Yuan Lu, Dong Ma, Aaqib Saeed

机构 * Eindhoven University of Technology（埃因霍温理工大学） ； Singapore Management University（新加坡管理大学） ； Maxima Medical Center（马克斯医疗中心） ； Erasmus Medical Center（埃因霍温医学院） 纠错

专题命中 诊断辅助 ：diagnosis(title,abstract)；分类 cs.LG

A Confidence-Constrained Cloud-Edge Collaborative Framework for Autism Spectrum Disorder Diagnosis

Qi Deng, Yinghao Zhang, Yalin Liu, Bishenghui Tao

专题命中 诊断辅助 ：diagnosis(title,abstract)

Comments 10 pages, 2 figures

Domain Adaptation-based Edge Computing for Cross-Conditions Fault Diagnosis

Yanzhi Wang, Jinhong Wu, Chu Wang, Qi Zhou, Tingli Xie

专题命中 诊断辅助 ：diagnosis(title,abstract)

Comments 23 pages, 7 figures

Foundation Models in Dermatopathology: Skin Tissue Classification

Riya Gupta, Yiwei Zong, Dennis H. Murphree

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.CV、q-bio

Light-sheet microscopy to assess cancer pathology: current views and future trends

Uma Pisarović, Taichi Ochi, Iryna Samarska, Ludovico Silvestri, Thiemo J. A. van Nijnatten, Loes F. S. Kooreman, Tom Marcelissen, Axel zur Hausen, Anna Schueth

专题命中 病理影像 ：pathology(title)

Comments 1 figure

ITC-RWKV: Interactive Tissue-Cell Modeling with Recurrent Key-Value Aggregation for Histopathological Subtyping

Yating Huang, Qijun Yang, Lintao Xiang, Hujun Yin

专题命中 病理影像 ：pathology(abstract)；分类 cs.CV

Comments Accept by BMVC 2025

Proceedings of the second edition of the International Symposium on Computational Sensing (ISCS25)

Thomas Feuillen, Amirafshar Moshtaghpour

专题命中 病理影像 ：biomedical(abstract)；分类 eess.SP

Comments This is the proceedings of the second edition of ISCS which took place in June 2025 in Clervaux (LU)

Knowledge-Driven Vision-Language Model for Plexus Detection in Hirschsprung's Disease

Youssef Megahed, Atallah Madi, Dina El Demellawy, Adrian D. C. Chan

专题命中 医疗多模态 ：diagnosis(abstract)；分类 cs.CV

Comments Accepted into the ICAAI 2025 - The 9th International Conference on Advances in Artificial Intelligence

Assessing the Real-World Utility of Explainable AI for Arousal Diagnostics: An Application-Grounded User Study

Stefan Kraft, Andreas Theissler, Vera Wienhausen-Wilke, Gjergji Kasneci, Hendrik Lensch

机构 * IT-Designers Gruppe Esslingen am Neckar（埃斯林根内卡尔IT设计组） ； University of Tübingen（图宾根大学） ； University of Giessen（吉森大学） ； Klinikum Esslingen, Klinik für Kardiologie, Pneumologie und Angilologie（埃斯林根克林克医院，心内科、呼吸科和内科） ； Technical University of Munich（慕尼黑技术大学） 纠错

专题命中 生物医学文本 ：biomedical(abstract)；分类 cs.LG

Morphologically Intelligent Perturbation Prediction with FORM

Reed Naidoo, Matt De Vries, Olga Fourkioti, Vicky Bousgouni, Mar Arias-Garcia, Maria Portillo-Malumbres, Chris Bakal

机构 * The Institute of Cancer Research（癌症研究所在伦敦） ； Sentinal4D 纠错

专题命中 生物医学文本 ：biomedical(abstract)；分类 cs.CV

Large Language Models Meet Text-Attributed Graphs: A Survey of Integration Frameworks and Applications

Guangxin Su, Hanchen Wang, Jianwei Wang, Wenjie Zhang, Ying Zhang, Jian Pei

机构 * The University of New South Wales（新南威尔士大学） ； The University of Technology Sydney（技术大学悉尼分校） ； University of Technology Sydney（技术大学悉尼分校） ； Duke University（杜克大学） 纠错

专题命中 生物医学文本 ：biomedical(abstract)；分类 cs.LG

Comments Surveys and overviews; Natural language processing; Knowledge representation and reasoning; Graph algorithms

CMOMgen: Complex Multi-Ontology Alignment via Pattern-Guided In-Context Learning

Marta Contreiras Silva, Daniel Faria, Catia Pesquita

专题命中 生物医学文本 ：biomedical(abstract)

Comments 32 pages, 5 figures

Spectral embedding and the latent geometry of multipartite networks

Alexander Modell, Ian Gallagher, Joshua Cape, Patrick Rubin-Delanchy

专题命中 生物医学文本 ：biomedical(abstract)

Comments 22 pages, 5 figures, 2 tables