医学 AI

Predicting EGFR Mutation in LUAD from Histopathological Whole-Slide Images Using Pretrained Foundation Model and Transfer Learning: An Indian Cohort Study

Sagar Singh Gwal, Rajan, Suyash Devgan, Shraddhanjali Satapathy, Abhishek Goyal, Nuruddin Mohammad Iqbal, Vivaan Jain, Prabhat Singh Mallik, Deepali Jain, Ishaan Gupta

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

Comments 14 pages, 4 figures and 2 tables

A Novel Multimodal Framework for Early Detection of Alzheimers Disease Using Deep Learning

Tatwadarshi P Nagarhalli, Sanket Patil, Vishal Pande, Uday Aswalekar, Prafulla Patil

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

Comments Journal paper, 14 pages

Journal ref SSRG International Journal of Electronics and Communication Engineering, Volume 11 Issue 11, November 2024

MedBLINK: Probing Basic Perception in Multimodal Language Models for Medicine

Mahtab Bigverdi, Wisdom Ikezogwo, Kevin Zhang, Hyewon Jeong, Mingyu Lu, Sungjae Cho, Linda Shapiro, Ranjay Krishna

机构 * University of Washington（华盛顿大学） ； Massachusetts Institute of Technology（麻省理工学院） ； Seoul National University（首尔国立大学） 纠错

专题命中 医疗多模态 ：medical image(abstract)；CT(abstract)

ClinicalFMamba: Advancing Clinical Assessment using Mamba-based Multimodal Neuroimaging Fusion

Meng Zhou, Farzad Khalvati

机构 * TD Bank Group, Toronto, Canada（TD银行集团，加拿大） ； Department of Computer Science, University of Toronto, Toronto, Canada（多伦多大学计算机科学系，加拿大） ； Department of Medical Imaging, University of Toronto, Toronto, Canada（多伦多大学医学影像系，加拿大） 纠错

专题命中 医疗多模态 ：medical image(abstract)；分类 cs.CV、eess.IV

Comments Accepted at MICCAI MLMI 2025 Workshop

"It looks sexy but it's wrong." Tensions in creativity and accuracy using genAI for biomedical visualization

Roxanne Ziman, Shehryar Saharan, Gaël McGill, Laura Garrison

专题命中 生物医学文本 ：biomedical(title,abstract)

Comments 11 pages, 3 figures. Accepted to IEEE VIS 2025 Conference

Snapshot multi-spectral imaging through defocusing and a Fourier imager network

Xilin Yang, Michael John Fanous, Hanlong Chen, Ryan Lee, Paloma Casteleiro Costa, Yuhang Li, Luzhe Huang, Yijie Zhang, Aydogan Ozcan

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

Comments 22 Pages, 7 Figures

Journal ref Advanced Photonics Nexus (2025)

MetaGen Blended RAG: Unlocking Zero-Shot Precision for Specialized Domain Question-Answering

Kunal Sawarkar, Shivam R. Solanki, Abhilasha Mangal

机构 * IBM 纠错

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

Can Performant LLMs Be Ethical? Quantifying the Impact of Web Crawling Opt-Outs

Dongyang Fan, Vinko Sabolčec, Matin Ansaripour, Ayush Kumar Tarun, Martin Jaggi, Antoine Bosselut, Imanol Schlag

机构 * EPFL（苏黎世联邦理工学院） ； ETH Zürich（苏黎世联邦理工学院） 纠错

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

Comments COLM 2025 Camera Ready version

Quantum Neural Network applications to Protein Binding Affinity Predictions

Erico Souza Teixeira, Lucas Barros Fernandes, Yara Rodrigues Inácio

机构 * Excellence Center in Quantum Computing（量子计算卓越中心） ； Department of Computer Science（计算机科学系） ； CESAR School（CESAR学校） 纠错

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

Comments 16 pages, 7 figures

Data Overdose? Time for a Quadruple Shot: Knowledge Graph Construction using Enhanced Triple Extraction

Taine J. Elliott, Stephen P. Levitt, Ken Nixon, Martin Bekker

机构 * School of Electrical ； Information Engineering, University of the Witwatersrand, Johannesburg, South Africa 纠错

专题命中 生物医学文本 ：biomedical(abstract)

Comments 18 pages, 8 figures, Published in the Annual Conference of South African Institute of Computer Scientists and Information Technologists, Preprint (author original)

Journal ref In: Gerber, A. (eds) South African Computer Science and Information Systems Research Trends. SAICSIT 2025. Communications in Computer and Information Science, vol 2583. Springer, Cham

Bounds on causal effects in $2^{K}$ factorial experiments with non-compliance

Matthew Blackwell, Nicole E. Pashley

专题命中 生物医学文本 ：biomedical(abstract)

Comments 32 pages, 2 tables

Clinically Grounded Agent-based Report Evaluation: An Interpretable Metric for Radiology Report Generation

Radhika Dua, Young Joon, Kwon, Siddhant Dogra, Daniel Freedman, Diana Ruan, Motaz Nashawaty, Danielle Rigau, Daniel Alexander Alber, Kang Zhang, Kyunghyun Cho, Eric Karl Oermann

机构 * New York University（纽约大学） ； NYU Langone Health（纽约大学兰格医学中心） ； Genentech（基因泰克） ； NYU Grossman School of Medicine（纽约大学格罗斯曼医学院） ； Wenzhou Medical University（温州医科大学） ； Macau University of Science and Technology（澳门科学大学） 纠错

专题命中 医学数据与评测 ：radiology(title,abstract)；diagnosis(abstract)；分类 cs.LG

GEMA-Score: Granular Explainable Multi-Agent Scoring Framework for Radiology Report Evaluation

Zhenxuan Zhang, Kinhei Lee, Peiyuan Jing, Weihang Deng, Huichi Zhou, Zihao Jin, Jiahao Huang, Zhifan Gao, Dominic C Marshall, Yingying Fang, Guang Yang

专题命中 医学数据与评测 ：radiology(title)；diagnosis(abstract)

SemiSegECG: A Multi-Dataset Benchmark for Semi-Supervised Semantic Segmentation in ECG Delineation

Minje Park, Jeonghwa Lim, Taehyung Yu, Sunghoon Joo

机构 * VUNO Inc.（VUNO公司） 纠错

专题命中 医学数据与评测 ：diagnosis(abstract)；分类 cs.CV、cs.LG、eess.SP

Comments Accepted by CIKM 2025. The code is available at https://github.com/bakqui/semi-seg-ecg

PhenoBench: A Comprehensive Benchmark for Cell Phenotyping

Claudia Winklmayr, Jerome Luescher, Nora Koreuber, Jannik Franzen, Fabian H. Reith, Elias Baumann, Christian M. Schuerch, Dagmar Kainmueller, Josef Lorenz Rumberger

机构 * Charité Universitätsmedizin, Berlin, Germany（夏里特大学医学院，柏林，德国） ； Humboldt-Universität zu Berlin, Berlin, Germany（洪堡-柏林大学，柏林，德国） ； Universität Potsdam, Potsdam, Germany（波茨坦大学，波茨坦，德国） ； Max-Delbrück Center, Berlin, Germany（马克斯-德尔布吕克中心，柏林，德国） ； Institute of Tissue Medicine and Pathology, University of Bern, Bern, Switzerland（伯恩大学组织医学与病理学研究所，伯恩，瑞士） ； Department of Pathology and Neuropathology, University Hospital and Comprehensive Cancer Center Tübingen, Tübingen, Germany（图宾根大学医院和综合癌症中心病理学与神经病理学部门，图宾根，德国） ； Cluster of Excellence iFIT (EXC 2180) "Image-Guided and Functionally Instructed Tumor Therapies", University of Tübingen, Germany（图宾根大学iFIT卓越中心（EXC 2180）"图像引导和功能指导肿瘤治疗"，德国） 纠错

专题命中 医学数据与评测 ：pathology(abstract)；分类 cs.CV

Comments accepted for presentation at MICCAI 2025