医学 AI

GARDNet: Robust Multi-View Network for Glaucoma Classification in Color Fundus Images

Ahmed Al Mahrooqi, Dmitrii Medvedev, Rand Muhtaseb, Mohammad Yaqub

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

Comments Keywords: Glaucoma Classification, Color Fundus Images. Computer Aided Diagnosis. Deep Learning

Recognition of Instrument-Tissue Interactions in Endoscopic Videos via Action Triplets

Chinedu Innocent Nwoye, Cristians Gonzalez, Tong Yu, Pietro Mascagni, Didier Mutter, Jacques Marescaux, Nicolas Padoy

专题命中 医学数据与评测 ：分类 cs.CV、cs.LG、eess.IV；medical image(journal_ref)

Comments 13 pages, 4 figures, 6 tables. Accepted and to be published in MICCAI 2020

Journal ref Medical Image Computing and Computer Assisted Intervention MICCAI 12263 (2020) 364-374

MIN2Net: End-to-End Multi-Task Learning for Subject-Independent Motor Imagery EEG Classification

Phairot Autthasan, Rattanaphon Chaisaen, Thapanun Sudhawiyangkul, Phurin Rangpong, Suktipol Kiatthaveephong, Nat Dilokthanakul, Gun Bhakdisongkhram, Huy Phan, Cuntai Guan, Theerawit Wilaiprasitporn

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

Journal ref IEEE Transactions on Biomedical Engineering 2021

Pulmonary embolism identification in computerized tomography pulmonary angiography scans with deep learning technologies in COVID-19 patients

Chairi Kiourt, Georgios Feretzakis, Konstantinos Dalamarinis, Dimitris Kalles, Georgios Pantos, Ioannis Papadopoulos, Spyros Kouris, George Ioannakis, Evangelos Loupelis, Petros Antonopoulos, Aikaterini Sakagianni

专题命中 医学数据与评测 ：分类 cs.CV、cs.LG、eess.IV；radiology(comments)

Comments 16 pages, 6 figures, 1 table, Submitted to the European Radiology journal of Springer

Transfer Learning and SpecAugment applied to SSVEP Based BCI Classification

Pedro R. A. S. Bassi, Willian Rampazzo, Romis Attux

专题命中 医学数据与评测 ：分类 cs.LG、eess.IV、eess.SP；biomedical(journal_ref)

Journal ref Biomedical Signal Processing and Control 67 (2021) 102542

Detect and Correct Bias in Multi-Site Neuroimaging Datasets

Christian Wachinger, Anna Rieckmann, Sebastian Pölsterl

专题命中 医学数据与评测 ：分类 cs.CV、cs.LG、eess.IV；medical image(journal_ref)

Journal ref Medical Image Analysis, 2020

Diagnosing Colorectal Polyps in the Wild with Capsule Networks

Rodney LaLonde, Pujan Kandel, Concetto Spampinato, Michael B. Wallace, Ulas Bagci

专题命中 医学数据与评测 ：分类 cs.CV、cs.LG、eess.IV；biomedical(comments)

Comments Accepted for publication at ISBI 2020 (IEEE International Symposium on Biomedical Imaging). Code is publicly available at https://github.com/lalonderodney/D-Caps

Multi-Task Recurrent Convolutional Network with Correlation Loss for Surgical Video Analysis

Yueming Jin, Huaxia Li, Qi Dou, Hao Chen, Jing Qin, Chi-Wing Fu, Pheng-Ann Heng

专题命中 医学数据与评测 ：分类 cs.CV、cs.LG、eess.IV；medical image(comments)

Comments Minor Revision at Medical Image Analysis

Dynamic Computerized Tumbling-E Testing for Temporal Reliability of Human Sequential Perceptual Decisions

动态计算机化Tumbling-E测试用于人类顺序感知决策的时间可靠性

Avneek Sandhu, Bin Hu

专题命中 医学数据与评测 ：diagnosis(abstract)；分类 q-bio

AI总结 通过计算机化Tumbling-E任务收集人类试次级数据，包括反应时间、超时率和自适应阶梯行为，建立时间解析的感知决策基准，为与人工智能比较提供人类基线。

Comments 5 figures

Federated SPARQL querying for genomic variant functional annotation

用于基因组变异功能注释的联邦SPARQL查询

Alexandrina Bodrug-Schepers, Romain Bourcier, Richard Redon, Alban Gaignard

专题命中 医学数据与评测 ：biomedical(abstract)；分类 q-bio

AI总结 提出使用联邦SPARQL查询对基因组变异进行功能注释，避免公共数据复制，同时保持数据在本地并符合FAIR原则。

Comments European Semantic Web Conference 2026, European Semantic Web Conference 2026 Organising Committee, May 2026, Dubrovnik, Croatia

Towards Improved Short-term Hypoglycemia Prediction and Diabetes Management based on Refined Heart Rate Data

基于精细化心率数据的短期低血糖预测与糖尿病管理改进研究

Vaibhav Gupta, Florian Grensing, Beyza Cinar, Louisa van den Boom, Maria Maleshkova

专题命中 医学数据与评测 ：diagnosis(abstract)；分类 q-bio

AI总结 本文提出CRBC和CMPV两种新方法，用于填补短期心率数据缺失，提升低血糖预测准确性，并通过综合评估指标验证了其有效性。

Comments 10 pages, 2 tables

A Multi-Objective Evaluation Framework for Analyzing Utility-Fairness Trade-Offs in Machine Learning Systems

一种用于分析机器学习系统中效用-公平性权衡的多目标评估框架

Gökhan Özbulak, Oscar Jimenez-del-Toro, Maíra Fatoretto, Lilian Berton, André Anjos

机构 * Idiap Research Institute（Idiap研究 institute） ； École Polytechnique Fédérale de Lausanne（瑞士联邦理工学院） ； Federal University of São Paulo（圣保罗联邦大学） 纠错

专题命中 医学数据与评测 ：biomedical(comments,journal_ref)；分类 cs.CV、cs.LG

AI总结 本文提出了一种多目标评估框架，用于分析机器学习系统中效用与公平性之间的权衡，适用于医疗影像等对公平性要求较高的领域。

Comments Accepted for publication at the Journal of Machine Learning for Biomedical Imaging (MELBA) https://melba-journal.org/2025:050

Journal ref Machine.Learning.for.Biomedical.Imaging. 2025 (3)

LmPT: Conditional Point Transformer for Anatomical Landmark Detection on 3D Point Clouds

LmPT：用于3D点云上解剖标志检测的条件点变换

Matteo Bastico, Pierre Onghena, David Ryckelynck, Beatriz Marcotegui, Santiago Velasco-Forero, Laurent Corté, Caroline Robine--Decourcelle, Etienne Decencière

机构 * Mines Paris - PSL University, Centre for material sciences (MAT)（巴黎 Mines - PSL 大学材料科学中心） ； Mines Paris - PSL University, Centre for mathematical morphology (CMM)（巴黎 Mines - PSL 大学数学形态学中心） ； Mines Paris - PSL University, Centre for material forming (CEMEF)（巴黎 Mines - PSL 大学材料成形中心） ； The National Veterinary School of Alfort (EnvA)（阿尔福国家兽医学校） 纠错

专题命中 医学数据与评测 ：biomedical(comments,journal_ref)；分类 cs.CV、cs.LG

AI总结 LmPT通过条件点变换实现跨物种的3D点云解剖标志检测，利用同源骨骼提升标注的泛化能力与准确性。

Comments This paper has been accepted at International Symposium on Biomedical Imaging (ISBI) 2026

Journal ref 2026 IEEE International Symposium on Biomedical Imaging (ISBI)

GOPHER: Optimization-based Phenotype Randomization for Genome-Wide Association Studies with Differential Privacy

GOPHER：基于优化的表型随机化用于具有差分隐私的全基因组关联研究

Anupama Nandi, Seth Neel, Hyunghoon Cho

专题命中 医学数据与评测 ：biomedical(abstract)；分类 q-bio

AI总结 GOPHER提出基于优化的表型随机化方法，实现具有差分隐私保护的全基因组关联研究结果的准确发布。

An 11,000-Study Open-Access Dataset of Longitudinal Magnetic Resonance Images of Brain Metastases

Saahil Chadha, David Weiss, Anastasia Janas, Divya Ramakrishnan, Thomas Hager, Klara Osenberg, Klara Willms, Joshua Zhu, Veronica Chiang, Spyridon Bakas, Nazanin Maleki, Durga V. Sritharan, Sven Schoenherr, Malte Westerhoff, Matthew Zawalich, Melissa Davis, Ajay Malhotra, Khaled Bousabarah, Cornelius Deuschl, MingDe Lin, Sanjay Aneja, Mariam S. Aboian

专题命中 医学数据与评测 ：MRI(abstract)；分类 q-bio

Can LLMs Support Medical Knowledge Imputation? An Evaluation-Based Perspective

Xinyu Yao, Aditya Sannabhadti, Holly Wiberg, Karmel S. Shehadeh, Rema Padman

专题命中 医学数据与评测 ：biomedical(abstract)；分类 q-bio

Comments 10 pages, 3 figures, AMIA

Data Sharing in the PRIMED Consortium: Design, implementation, and recommendations for future policymaking

Johanna L. Smith, Quenna Wong, Whitney Hornsby, Matthew P. Conomos, Benjamin D. Heavner, Iftikhar J. Kullo, Bruce M. Psaty, Stephen S. Rich, Bamidele Tayo, Pradeep Natarajan, Sarah C. Nelson, Polygenic Risk Methods in Diverse Populations PRIMED Consortium Data Sharing Working Group, Polygenic Risk Methods in Diverse Populations PRIMED Consortium

专题命中 医学数据与评测 ：biomedical(abstract)；分类 q-bio

Large Language Models for Bioinformatics

Wei Ruan, Yanjun Lyu, Jing Zhang, Jiazhang Cai, Peng Shu, Yang Ge, Yao Lu, Shang Gao, Yue Wang, Peilong Wang, Lin Zhao, Tao Wang, Yufang Liu, Luyang Fang, Ziyu Liu, Zhengliang Liu, Yiwei Li, Zihao Wu, Junhao Chen, Hanqi Jiang, Yi Pan, Zhenyuan Yang, Jingyuan Chen, Shizhe Liang, Wei Zhang, Terry Ma, Yuan Dou, Jianli Zhang, Xinyu Gong, Qi Gan, Yusong Zou, Zebang Chen, Yuanxin Qian, Shuo Yu, Jin Lu, Kenan Song, Xianqiao Wang, Andrea Sikora, Gang Li, Xiang Li, Quanzheng Li, Yingfeng Wang, Lu Zhang, Yohannes Abate, Lifang He, Wenxuan Zhong, Rongjie Liu, Chao Huang, Wei Liu, Ye Shen, Ping Ma, Hongtu Zhu, Yajun Yan, Dajiang Zhu, Tianming Liu

专题命中 医学数据与评测 ：diagnosis(abstract)；分类 q-bio

Comments 64 pages, 1 figure

Automatic Tissue Differentiation in Parotidectomy using Hyperspectral Imaging

Eric L. Wisotzky, Alexander Schill, Anna Hilsmann, Peter Eisert, Michael Knoke

专题命中 医学数据与评测 ：biomedical(comments,journal_ref)；分类 cs.CV、eess.IV

Comments Accepted and presented at 58th Annual Conference of the German Society for Biomedical Engineering in press at Current Directions in Biomedical Engineering

Journal ref Current Directions in Biomedical Engineering 10(4):682-685, 2024

A Benchmark Evaluation of Clinical Named Entity Recognition in French

Nesrine Bannour, Christophe Servan, Aurélie Névéol, Xavier Tannier

专题命中 医学数据与评测 ：biomedical(abstract)；分类 q-bio

Journal ref The 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024), May 2024, Torino, Italy

Evaluation cartographique du niveau de potentialit{é}s {é}cologiques des sites des partenaires (CARPO). Cadre m{é}thodologique V0

Santiago Forero

专题命中 医学数据与评测 ：diagnosis(abstract)；分类 q-bio

Comments in French language

Understanding data analysis aspects of TMS-EEG in clinical study: a mini review and a case study with open dataset

Hua Cheng

专题命中 医学数据与评测 ：MRI(abstract)；分类 q-bio

Comments 39 pages,36 fighures,TMS-EEG data analysis

Implementation of an AI-based MRD evaluation and prediction model for multiple myeloma

Jianfeng Chen, Jize Xiong, Yixu Wang, Qi Xin, Hong Zhou

专题命中 医学数据与评测 ：CT(abstract)；分类 q-bio

Comments 7 pages, 6 figures

Evaluation of pseudo-healthy image reconstruction for anomaly detection with deep generative models: Application to brain FDG PET

Ravi Hassanaly, Camille Brianceau, Maëlys Solal, Olivier Colliot, Ninon Burgos

专题命中 医学数据与评测 ：biomedical(comments,journal_ref)；分类 cs.CV、eess.IV

Comments Accepted for publication at the Journal of Machine Learning for Biomedical Imaging (MELBA) https://melba-journal.org/2024:003

Journal ref Machine.Learning.for.Biomedical.Imaging. 2 (2024)

Effective connectivity signatures in major depressive disorder: fMRI study using a multi-site dataset

Peishan Dai, Yun Shi, Tong Xiong, Xiaoyan Zhou, Shenghui Liao, Zhongchao Huang, Xiaoping Yi, Bihong T. Chen

专题命中 医学数据与评测 ：diagnosis(abstract)；分类 q-bio

Automated Cardiac Resting Phase Detection Targeted on the Right Coronary Artery

Seung Su Yoon, Elisabeth Preuhs, Michaela Schmidt, Christoph Forman, Teodora Chitiboi, Puneet Sharma, Juliano Lara Fernandes, Christoph Tillmanns, Jens Wetzl, Andreas Maier

专题命中 医学数据与评测 ：biomedical(comments,journal_ref)；分类 cs.CV、eess.IV

Comments Accepted for publication at the Journal of Machine Learning for Biomedical Imaging (MELBA) https://melba-journal.org/2023:001

Journal ref Machine.Learning.for.Biomedical.Imaging. 2 (2023)

On Utility and Privacy in Synthetic Genomic Data

Bristena Oprisanu, Georgi Ganev, Emiliano De Cristofaro

专题命中 医学数据与评测 ：biomedical(abstract)；分类 q-bio

Comments Published in the Proceedings of the 29th Network and Distributed System Security Symposium (NDSS 2022)

GenShare: Sharing Accurate Differentially-Private Statistics for Genomic Datasets with Dependent Tuples

Nour Almadhoun Alserr, Ozgur Ulusoy, Erman Ayday, Onur Mutlu

专题命中 医学数据与评测 ：biomedical(abstract)；分类 q-bio

Comments 8 pages, 7 figures

Defending Against Membership Inference Attacks on Beacon Services

Rajagopal Venkatesaramani, Zhiyu Wan, Bradley A. Malin, Yevgeniy Vorobeychik

专题命中 医学数据与评测 ：biomedical(abstract)；分类 q-bio

Biophysical interaction, nanotoxicology evaluation, and biocompatibility and biosafety of metal nanoparticles

Enrico Catalano

专题命中 医学数据与评测 ：diagnosis(abstract)；分类 q-bio

Comments 27 pages