医学 AI

PETWB-REP: A Multi-Cancer Whole-Body FDG PET/CT and Radiology Report Dataset for Medical Imaging Research

Le Xue, Gang Feng, Wenbo Zhang, Yichi Zhang, Lanlan Li, Shuqi Wang, Liling Peng, Sisi Peng, Xin Gao

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

Domain-Adaptive Transformer for Data-Efficient Glioma Segmentation in Sub-Saharan MRI

Ilerioluwakiiye Abolade, Aniekan Udo, Augustine Ojo, Abdulbasit Oyetunji, Hammed Ajigbotosho, Aondana Iorumbur, Confidence Raymond, Maruf Adewole

机构 * Federal University of Agriculture Abeokuta（非洲联邦农业大学阿贝奥克塔） 纠错

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

Comments 4 pages, 2 figures. Accepted as an abstract at the Women in Machine Learning (WiML) Workshop at NeurIPS 2025

A Foundation Model for Brain MRI with Dynamic Modality Integration

Minh Sao Khue Luu, Bair N. Tuchinov

机构 * The Artificial Intelligence Research Center of Novosibirsk State University（新西伯利亚国立大学人工智能研究中心） 纠错

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

Comments Preliminary work; results ongoing

Optimizing the nnU-Net model for brain tumor (Glioma) segmentation Using a BraTS Sub-Saharan Africa (SSA) dataset

Chukwuemeka Arua Kalu, Adaobi Chiazor Emegoakor, Fortune Okafor, Augustine Okoh Uchenna, Chijioke Kelvin Ukpai, Godsent Erere Onyeugbo

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

Comments 10 pages, 4 figures

Evaluating Generative AI as an Educational Tool for Radiology Resident Report Drafting

Antonio Verdone, Aidan Cardall, Fardeen Siddiqui, Motaz Nashawaty, Danielle Rigau, Youngjoon Kwon, Mira Yousef, Shalin Patel, Alex Kieturakis, Eric Kim, Laura Heacock, Beatriu Reig, Yiqiu Shen

专题命中 医学影像 ：radiology(title,abstract)

Computational Imaging Meets LLMs: Zero-Shot IDH Mutation Prediction in Brain Gliomas

Syed Muqeem Mahmood, 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 ：MRI(abstract)；分类 q-bio、eess.IV

Comments 5 pages, 1 figure, 3 tables

Robust Alignment of the Human Embryo in 3D Ultrasound using PCA and an Ensemble of Heuristic, Atlas-based and Learning-based Classifiers Evaluated on the Rotterdam Periconceptional Cohort

Nikolai Herrmann, Marcella C. Zijta, Stefan Klein, Régine P. M. Steegers-Theunissen, Rene M. H. Wijnen, Bernadette S. de Bakker, Melek Rousian, Wietske A. P. Bastiaansen

机构 * Department of Obstetrics and Gynecology, Erasmus MC, Rotterdam, The Netherlands（妇产科系，埃拉斯姆斯医学中心，荷兰鹿特丹） ； Biomedical Imaging Group Rotterdam, Department of Radiology and Nuclear Medicine, Erasmus MC, Rotterdam, The Netherlands（罗特万生物医学成像组，放射学与核医学系，埃拉斯姆斯医学中心，荷兰鹿特丹） ； Department of Obstetrics and Gynecology, Amsterdam UMC, Amsterdam, The Netherlands（妇产科系，阿姆斯特丹大学医学中心，荷兰阿姆斯特丹） ； Department of Pediatric Surgery, Erasmus MC, Rotterdam, The Netherlands（小儿外科系，埃拉斯姆斯医学中心，荷兰鹿特丹） ； Amsterdam Reproduction and Development Research Institute, Amsterdam, The Netherlands（阿姆斯特丹生殖与发育研究研究所，荷兰阿姆斯特丹） 纠错

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

Comments Submitted version of paper accepted at International Workshop on Preterm, Perinatal and Paediatric Image Analysis 2025

Journal ref Springer Nature Switzerland, Cham. International Workshop on Preterm, Perinatal and Paediatric Image Analysis. (2025) pp. 164-175

Cross-Modal Alignment via Variational Copula Modelling

Feng Wu, Tsai Hor Chan, Fuying Wang, Guosheng Yin, Lequan Yu

机构 * School of Computing and Data Science, University of Hong Kong, Hong Kong, China（计算与数据科学学院，香港大学，香港，中国） 纠错

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

Journal ref published by ICML2025

BoxCell: Leveraging SAM for Cell Segmentation with Box Supervision

Aayush Kumar Tyagi, Vaibhav Mishra, Prathosh A. P., Mausam

机构 * India Institute Of Technology, Yardi School of Artificial Intelligence（印度理工学院，人工智能学院） ； India Institute Of Technology, Department of Computer Science and Engineering（印度理工学院，计算机科学与工程系） ； Indian Institute of Science, Department of Electrical Communication Engineering（印度科学研究院，电子通信工程系） 纠错

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

Code in Motion: Integrating Computational Thinking with Kinematics Exploration

Mateo Dutra, Álvaro Suárez, Arturo C. Marti

专题命中 医学影像 ：CT(abstract)

Comments 8 pags, accepted in The Physics Teacher