医学 AI - arXivDaily 专题

2510.16547 2025-10-21 cs.LG cs.AI 57%

Predicting life satisfaction using machine learning and explainable AI

Alif Elham Khan, Mohammad Junayed Hasan, Humayra Anjum, Nabeel Mohammed, Sifat Momen

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

Journal ref Heliyon, Volume 10, Issue 10, e31158 (May 30, 2024)

2403.14058 2025-10-16 cs.LG stat.ML 57%

Thinking in Groups: Permutation Tests Reveal Near-Out-of-Distribution

Yasith Jayawardana, Dineth Jayakody, Sampath Jayarathna, Dushan N. Wadduwage

机构 * Center for AI For Science and Engineering, Georgia Institute of Technology, Atlanta GA, USA（人工智能与科学工程中心，佐治亚理工学院，美国亚特兰大）； Department of Computer Science, Old Dominion University, Norfolk VA（计算机科学系，老 Dominion 大学，弗吉尼亚诺福克）

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

2510.09020 2025-10-13 cs.LG 57%

MagicDock: Toward Docking-oriented De Novo Ligand Design via Gradient Inversion

Zekai Chen, Xunkai Li, Sirui Zhang, Henan Sun, Jia Li, Zhenjun Li, Bing Zhou, Rong-Hua Li, Guoren Wang

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

Comments 52 pages, 14 figures, 12 tables

2510.07796 2025-10-10 cs.LG cs.IR 57%

HySim-LLM: Embedding-Weighted Fine-Tuning Bounds and Manifold Denoising for Domain-Adapted LLMs

Majid Jaberi-Douraki, Hossein Sholehrasa, Xuan Xu, Remya Ampadi Ramachandran

机构 * DATA Consortium and FARAD Program, Kansas State University, Olathe, KS, USA（DATA Consortium和FARAD计划，堪萨斯州立大学）； Department of Mathematics, Kansas State University, Olathe, KS, USA（数学系，堪萨斯州立大学）； Department of Computer Science, Kansas State University, Manhattan, KS, USA（计算机科学系，堪萨斯州立大学）； Department of Statistics, Kansas State University, Olathe, KS, USA（统计学系，堪萨斯州立大学）

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

2510.07289 2025-10-09 cs.LG 57%

MolGA: Molecular Graph Adaptation with Pre-trained 2D Graph Encoder

Xingtong Yu, Chang Zhou, Xinming Zhang, Yuan Fang

机构 * Singapore Management University（新加坡管理大学）； University of Science and Technology of China（中国科学技术大学）

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

Comments Under review

2510.05926 2025-10-08 math.NA cs.CV cs.NA 57%

A Warm-basis Method for Bridging Learning and Iteration: a Case Study in Fluorescence Molecular Tomography

Ruchi Guo, Jiahua Jiang, Bangti Jin, Wuwei Ren, Jianru Zhang

机构 * Department of Mathematics, Sichuan University, China（四川大学数学系）； School of Mathematics, University of Birmingham, UK（英国伯明翰大学数学学院）； Department of Mathematics, The Chinese University of Hong Kong, Shatin, N.T., Hong Kong（香港中文大学数学系）； School of Information Science and Technology, ShanghaiTech University, China（上海科技大学信息科学与技术学院）

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

2407.11676 2025-10-08 cs.LG cs.AI stat.ME stat.ML 57%

SKADA-Bench: Benchmarking Unsupervised Domain Adaptation Methods with Realistic Validation On Diverse Modalities

Yanis Lalou, Théo Gnassounou, Antoine Collas, Antoine de Mathelin, Oleksii Kachaiev, Ambroise Odonnat, Alexandre Gramfort, Thomas Moreau, Rémi Flamary

机构 * École Polytechnique, IP Paris, CMAP, UMR 7641（巴黎理工学院）； Université Paris-Saclay, Inria, CEA（巴黎萨克雷大学）； Inria（法国国家信息与自动化技术研究院）； CEA（法国原子能机构）； Centre Borelli, ENS Paris-Saclay（巴黎-萨克雷大学博雷利中心）； Università degli Studi di Genova（热那亚大学）； Inria, Univ. Rennes 2, CNRS, IRISA（法国国家信息与自动化技术研究院、里昂二大学、法国国家科学研究中心、IRISA）

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

Comments Published in Transactions on Machine Learning Research

2510.03455 2025-10-07 cs.CV 57%

PEaRL: Pathway-Enhanced Representation Learning for Gene and Pathway Expression Prediction from Histology

Sejuti Majumder, Saarthak Kapse, Moinak Bhattacharya, Xuan Xu, Alisa Yurovsky, Prateek Prasanna

机构 * Department of Biomedical Informatics, Stony Brook University, NY, USA（生物医学信息学系，石溪大学，纽约，美国）； Department of Computer Science, Stony Brook University, NY, USA（计算机科学系，石溪大学，纽约，美国）

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

2510.02673 2025-10-06 eess.IV 57%

High Pixel Resolution Visible to Extended Shortwave Infrared Single Pixel Imaging with a black Phosphorus-Molybdenum disulfide (bP-MoS2) photodiode

Seyed Saleh Mousavi Khaleghi, Jinyuan Chen, Sivacarendran Balendhran, Alexander Corletto, Shifan Wang, Huan Liu, James Bullock, Kenneth B. Crozier

专题命中生物医学文本：biomedical(abstract)；分类 eess.IV

2509.26417 2025-10-01 cs.AI cs.LG 57%

OntoAligner Meets Knowledge Graph Embedding Aligners

Hamed Babaei Giglou, Jennifer D'Souza, Sören Auer, Mahsa Sanaei

机构 * TIB -- Leibniz Information Centre for Science and Technology（莱比锡信息科学与技术研究中心）； University of Tabriz（塔布里兹大学）

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

Comments 10 pages of main content, 3 page references, 3 figures. Accepted to Ontology Matching Workshop at ISWC

2509.21161 2025-09-26 cs.LG 57%

DATS: Distance-Aware Temperature Scaling for Calibrated Class-Incremental Learning

Giuseppe Serra, Florian Buettner

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

2505.11023 2025-09-23 cs.LG 57%

Informed, but Not Always Improved: Challenging the Benefit of Background Knowledge in GNNs

Kutalmış Coşkun, Ivo Kavisanczki, Amin Mirzaei, Tom Siegl, Bjarne C. Hiller, Stefan Lüdtke, Martin Becker

机构 * University of Rostock（罗斯托克大学）； University of Rostock, University of Marburg（罗斯托克大学、马堡大学）

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

Comments 10 pages, 7 figures, added repo link

2509.15266 2025-09-22 cs.LG 57%

A Weak Supervision Approach for Monitoring Recreational Drug Use Effects in Social Media

Lucía Prieto-Santamaría, Alba Cortés Iglesias, Claudio Vidal Giné, Fermín Fernández Calderón, Óscar M. Lozano, Alejandro Rodríguez-González

机构 * Escuela Técnica Superior de Ingenieros Informáticos, Universidad Politécnica de Madrid, Spain（马德里理工大学信息工程高级学院）； Centro de Tecnología Biomédica, Universidad Politécnica de Madrid, Spain（马德里理工大学生物医学技术中心）； Asociación Bienestar y Desarrollo, Energy Control, Spain（福祉与发展协会，能源控制）； Clinical and Experimental Psychology Department, University of Huelva, Spain（临床与实验心理学系，赫罗纳大学）； Research Center for Natural Resources, Health and the Environment, University of Huelva, Spain（自然资源、健康与环境研究中心，赫罗纳大学）

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

2509.14640 2025-09-19 cs.LG 57%

DyWPE: Signal-Aware Dynamic Wavelet Positional Encoding for Time Series Transformers

Habib Irani, Vangelis Metsis

机构 * Computer Science Department, Texas State University San Marcos, TX 78666, USA（德克萨斯州立大学计算机科学系）

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

2509.14402 2025-09-19 eess.SP 57%

Conditional Nearest Level Modulation for Improved Switching Dynamics in Asymmetric Multilevel Converters

Jinshui Zhang, Angel V Peterchev, Stefan M Goetz

专题命中生物医学文本：biomedical(abstract)；分类 eess.SP

2507.13912 2025-09-18 cs.LG cs.AI 57%

Self-supervised learning on gene expression data

Kevin Dradjat, Massinissa Hamidi, Pierre Bartet, Blaise Hanczar

机构 * IBISC Laboratory（IBISC实验室）； University Paris-Saclay (Univ. Evry)（巴黎-萨克莱大学（欧里大学））

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

Journal ref Bioinformatics 2025

2509.05190 2025-09-08 cs.LG cs.AI 57%

Accuracy-Constrained CNN Pruning for Efficient and Reliable EEG-Based Seizure Detection

Mounvik K, N Harshit

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

2508.19994 2025-08-28 eess.SP cs.SY eess.SY q-fin.MF 57%

The Coherent Multiplex: Scalable Real-Time Wavelet Coherence Architecture

Noah Shore

专题命中生物医学文本：biomedical(abstract)；分类 eess.SP

Comments Submitted to International Symposium for Signal Processing 2025

2508.18766 2025-08-27 cs.LG 57%

Predicting Drug-Drug Interactions Using Heterogeneous Graph Neural Networks: HGNN-DDI

Hongbo Liu, Siyi Li, Zheng Yu

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

Comments 12 pages, 5 figures. Published in Applied and Computational Engineering, Vol. 79, pp. 77-89, July 25, 2024. Licensed under CC BY 4.0

Journal ref Applied and Computational Engineering,79,77-89 (2024)

2508.16315 2025-08-26 cs.LG 57%

OwkinZero: Accelerating Biological Discovery with AI

Nathan Bigaud, Vincent Cabeli, Meltem Gürel, Arthur Pignet, John Klein, Gilles Wainrib, Eric Durand

机构 * Owkin

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

Comments Preprint

2508.13521 2025-08-26 physics.optics eess.SP physics.comp-ph 57%

AI-Augmented Photon-Trapping Spectrometer-on-a-Chip on Silicon Platform with Extended Near-Infrared Sensitivity

Ahasan Ahamed, Htet Myat, Amita Rawat, Lisa N McPhillips, M Saif Islam

专题命中生物医学文本：biomedical(abstract)；分类 eess.SP

Comments Article: 24 pages, 8 figures, 1 table Supplementary: 8 pages, 6 figures, 1 table Submitted to Advanced Photonics (SPIE), currently under review

2506.12051 2025-08-26 cs.LG cs.CE 57%

GUST: Quantifying Free-Form Geometric Uncertainty of Metamaterials Using Small Data

Jiahui Zheng, Cole Jahnke, Wei "Wayne" Chen

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

2502.14275 2025-08-20 cs.CL cs.LG 57%

Fact or Guesswork? Evaluating Large Language Models' Medical Knowledge with Structured One-Hop Judgments

Jiaxi Li, Yiwei Wang, Kai Zhang, Yujun Cai, Bryan Hooi, Nanyun Peng, Kai-Wei Chang, Jin Lu

机构 * University of Georgia（佐治亚大学）； University of California, Merced（加州大学默塞德分校）； Lehigh University（莱特大学）； The University of Queensland（昆士兰大学）； National University of Singapore（新加坡国立大学）； University of California, Los Angeles（加州大学洛杉矶分校）

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

Comments 15 pages, 11 figures

2508.13097 2025-08-19 cs.CE cs.LG 57%

Denoising diffusion models for inverse design of inflatable structures with programmable deformations

Sara Karimi, Nikolaos N. Vlassis

机构 * Department of Mechanical and Aerospace Engineering, Rutgers University（机械与航空航天工程系，罗格斯大学）

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

Comments 21 pages, 12 figures

2508.13096 2025-08-19 physics.optics eess.IV 57%

Hybrid Deep Reconstruction for Vignetting-Free Upconversion Imaging through Scattering in ENZ Materials

Hao Zhang, Yang Xu, Wenwen Zhang, Saumya Choudhary, M. Zahirul Alam, Long D. Nguyen, Matthew Klein, Shivashankar Vangala, J. Keith Miller, Eric G. Johnson, Joshua R. Hendrickson, Robert W. Boyd, Sergio Carbajo

专题命中生物医学文本：biomedical(abstract)；分类 eess.IV

2502.06173 2025-08-18 cs.LG cs.AI cs.CL stat.AP stat.ML 57%

Uncertainty-Aware Adaptation of Large Language Models for Protein-Protein Interaction Analysis

Sanket Jantre, Tianle Wang, Gilchan Park, Kriti Chopra, Nicholas Jeon, Xiaoning Qian, Nathan M. Urban, Byung-Jun Yoon

机构 * Computing & Data Sciences Directorate, Brookhaven National Laboratory（布鲁海文国家实验室计算与数据科学 Directorate）； Department of Electrical & Computer Engineering, Texas A&M University（德克萨斯A&M大学电气与计算机工程系）

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

2508.10004 2025-08-15 cs.CL cs.AI cs.HC cs.IR cs.LG 57%

User Perception of Attention Visualizations: Effects on Interpretability Across Evidence-Based Medical Documents

Andrés Carvallo, Denis Parra, Peter Brusilovsky, Hernan Valdivieso, Gabriel Rada, Ivania Donoso, Vladimir Araujo

机构 * CENIA – Centro Nacional de Inteligencia Artificial（CENIA – 国家人工智能中心）； Pontificia Universidad Católica de Chile（天主教大学）； University of Pittsburgh（匹兹堡大学）； KU Leuven（根特大学）

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

2501.19090 2025-08-14 cs.LG 57%

Pivoting Factorization: A Compact Meta Low-Rank Representation of Sparsity for Efficient Inference in Large Language Models

Jialin Zhao, Yingtao Zhang, Carlo Vittorio Cannistraci

机构 * Center for Complex Network Intelligence (CCNI), Tsinghua Laboratory of Brain and Intelligence (THBI), Department of Psychological and Cognitive Sciences（复杂网络智能中心（CCNI）、清华脑智能实验室（THBI）、心理与认知科学系）； Department of Computer Science（计算机科学系）； Department of Biomedical Engineering, Tsinghua University, China（生物医学工程系，清华大学，中国）

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

Comments ICML 2025

2502.10648 2025-08-13 cs.LG stat.ML 57%

LLM-Lasso: A Robust Framework for Domain-Informed Feature Selection and Regularization

Erica Zhang, Ryunosuke Goto, Naomi Sagan, Jurik Mutter, Nick Phillips, Ash Alizadeh, Kangwook Lee, Jose Blanchet, Mert Pilanci, Robert Tibshirani

机构 * Stanford University School of Engineering（斯坦福大学工程学院）； Stanford University School of Medicine（斯坦福大学医学院）； Stanford University Department of Statistics（斯坦福大学统计学系）； University of Wisconsin-Madison（威斯康星大学麦迪逊分校）

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

Comments 21 pages, 16 figures

2410.15250 2025-08-13 cs.LG 57%

Multi-modal Policies with Physics-informed Representations in Complex Fluid Environments

Haodong Feng, Peiyan Hu, Yue Wang, Dixia Fan

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

1. 生物医学文本 4516 篇

Predicting life satisfaction using machine learning and explainable AI

Thinking in Groups: Permutation Tests Reveal Near-Out-of-Distribution

MagicDock: Toward Docking-oriented De Novo Ligand Design via Gradient Inversion

HySim-LLM: Embedding-Weighted Fine-Tuning Bounds and Manifold Denoising for Domain-Adapted LLMs

MolGA: Molecular Graph Adaptation with Pre-trained 2D Graph Encoder

A Warm-basis Method for Bridging Learning and Iteration: a Case Study in Fluorescence Molecular Tomography

SKADA-Bench: Benchmarking Unsupervised Domain Adaptation Methods with Realistic Validation On Diverse Modalities

PEaRL: Pathway-Enhanced Representation Learning for Gene and Pathway Expression Prediction from Histology

High Pixel Resolution Visible to Extended Shortwave Infrared Single Pixel Imaging with a black Phosphorus-Molybdenum disulfide (bP-MoS2) photodiode

OntoAligner Meets Knowledge Graph Embedding Aligners

DATS: Distance-Aware Temperature Scaling for Calibrated Class-Incremental Learning

Informed, but Not Always Improved: Challenging the Benefit of Background Knowledge in GNNs

A Weak Supervision Approach for Monitoring Recreational Drug Use Effects in Social Media

DyWPE: Signal-Aware Dynamic Wavelet Positional Encoding for Time Series Transformers

Conditional Nearest Level Modulation for Improved Switching Dynamics in Asymmetric Multilevel Converters

Self-supervised learning on gene expression data

Accuracy-Constrained CNN Pruning for Efficient and Reliable EEG-Based Seizure Detection

The Coherent Multiplex: Scalable Real-Time Wavelet Coherence Architecture

Predicting Drug-Drug Interactions Using Heterogeneous Graph Neural Networks: HGNN-DDI

OwkinZero: Accelerating Biological Discovery with AI

AI-Augmented Photon-Trapping Spectrometer-on-a-Chip on Silicon Platform with Extended Near-Infrared Sensitivity

GUST: Quantifying Free-Form Geometric Uncertainty of Metamaterials Using Small Data

Fact or Guesswork? Evaluating Large Language Models' Medical Knowledge with Structured One-Hop Judgments

Denoising diffusion models for inverse design of inflatable structures with programmable deformations

Hybrid Deep Reconstruction for Vignetting-Free Upconversion Imaging through Scattering in ENZ Materials

Uncertainty-Aware Adaptation of Large Language Models for Protein-Protein Interaction Analysis

User Perception of Attention Visualizations: Effects on Interpretability Across Evidence-Based Medical Documents

Pivoting Factorization: A Compact Meta Low-Rank Representation of Sparsity for Efficient Inference in Large Language Models

LLM-Lasso: A Robust Framework for Domain-Informed Feature Selection and Regularization

Multi-modal Policies with Physics-informed Representations in Complex Fluid Environments