医学 AI - arXivDaily 专题

2505.24413 2025-06-02 cs.LG stat.CO 57%

Multi-task Learning for Heterogeneous Multi-source Block-Wise Missing Data

Yang Sui, Qi Xu, Yang Bai, Annie Qu

机构 * School of Statistics and Data Science, Shanghai University of Finance and Economics（上海财经大学统计与数据科学学院）； Department of Statistics and Data Science, Carnegie Mellon University（卡内基梅隆大学统计与数据科学系）； Department of Statistics, University of California, Irvine（加州大学 Irvine 分校统计系）

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

2505.19740 2025-05-27 cs.LG 57%

Machine Learning Algorithm for Noise Reduction and Disease-Causing Gene Feature Extraction in Gene Sequencing Data

Weichen Si, Yihao Ou, Zhen Tian

机构 * Health Management Center, Fengtai District Education Committee of Beijing Municipality, China（北京市丰台区教育委员会健康管理中心）； Department of Traditional Chinese Medicine, Beijing Direction Community Health Service Station, China（北京市方向社区卫生服务中心中医科）； Georgia Institute of Technology, USA（佐治亚理工学院）； University of Glasgow, U.K.（格拉斯哥大学）

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

2505.14242 2025-05-21 cs.CL cs.IR cs.LG cs.SD eess.AS 57%

Technical Report on classification of literature related to children speech disorder

Ziang Wang, Amir Aryani

机构 * Australian National University（澳大利亚国立大学）； Swinburne University of Technology（斯winburne大学）

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

2505.11682 2025-05-20 cs.LG 57%

Mollifier Layers: Enabling Efficient High-Order Derivatives in Inverse PDE Learning

Ananyae Kumar Bhartari, Vinayak Vinayak, Vivek B Shenoy

机构 * University of Pennsylvania（宾夕法尼亚大学）

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

2505.11433 2025-05-19 physics.optics eess.IV 57%

Neuromorphic Imaging Flow Cytometry combined with Adaptive Recurrent Spiking Neural Networks

Georgios Moustakas, Ioannis Tsilikas, Adonis Bogris, Charis Mesaritakis

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

Comments 13 pages, 6 figures, journal submission

2505.10037 2025-05-16 cs.LG cs.AI cs.ET quant-ph 57%

Optimal normalization in quantum-classical hybrid models for anti-cancer drug response prediction

Takafumi Ito, Lysenko Artem, Tatsuhiko Tsunoda

机构 * The University of Tokyo（东京大学）； Graduate School of Frontier Sciences（前沿科学研究生院）； Laboratory for Medical Science（医学科学实验室）； Department of Computational Biology and Medical Sciences（计算生物学与医学科学系）； Department of Biological Sciences（生物科学系）； School of Science（科学学校）

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

Comments 10 pages, 3 figures

2404.02171 2025-05-15 physics.bio-ph cs.LG cs.RO 57%

Optimal navigation of magnetic artificial microswimmers in blood capillaries with deep reinforcement learning

Lucas Amoudruz, Sergey Litvinov, Petros Koumoutsakos

机构 * School of Engineering and Applied Sciences, Harvard University（工程与应用科学学院，哈佛大学）

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

2307.09230 2025-05-14 cs.LG cs.SD eess.AS 57%

Detecting Throat Cancer from Speech Signals using Machine Learning: A Scoping Literature Review

Mary Paterson, James Moor, Luisa Cutillo

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

Comments 18 pages, 12 figures, 5 tables

2505.00649 2025-05-02 cs.IR cs.CL cs.LG 57%

Investigating Task Arithmetic for Zero-Shot Information Retrieval

Marco Braga, Pranav Kasela, Alessandro Raganato, Gabriella Pasi

机构 * Department of Informatics, Systems and Communication - DISCo, University of Milano-Bicocca（信息学、系统与通信系 - DISCo，米兰-比科卡大学）； DAUIN Dipartimento di Automatica e Informatica, Politecnico di Torino（DAUIN 自动控制与信息系，托斯卡纳理工学院）

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

Comments Accepted in SIGIR '25

2504.21069 2025-05-01 cs.LG 57%

R^2VFL: A Robust Random Vector Functional Link Network with Huber-Weighted Framework

Anuradha Kumari, Mushir Akhtar, P. N. Suganthan, M. Tanveer

机构 * Department of Mathematics（数学系）； Indian Institute of Technology Indore（印度理工学院Indore分校）； KINDI Center for Computing Research（KINDI计算研究中心）； College of Engineering Qatar University（卡塔尔大学工程学院）

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

2504.17546 2025-04-25 stat.CO cs.LG stat.ME stat.ML 57%

An introduction to R package `mvs`

Wouter van Loon

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

Comments 15 pages, 4 figures. Package vignette corresponding to https://doi.org/10.32614/CRAN.package.mvs

2412.11631 2025-04-24 cs.LG stat.ML 57%

A Mapper Algorithm with implicit intervals and its optimization

Yuyang Tao, Shufei Ge

机构 * ShanghaiTech University（上海科技大学）

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

2504.14164 2025-04-22 stat.ML cs.LG stat.ME 57%

Learning over von Mises-Fisher Distributions via a Wasserstein-like Geometry

Kisung You, Dennis Shung, Mauro Giuffrè

机构 * Baruch College（巴彻学院）； Yale University School of Medicine（耶鲁大学医学院）

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

2503.16816 2025-04-22 cs.CV 57%

PH2ST:ST-Prompt Guided Histological Hypergraph Learning for Spatial Gene Expression Prediction

Yi Niu, Jiashuai Liu, Yingkang Zhan, Jiangbo Shi, Di Zhang, Marika Reinius, Ines Machado, Mireia Crispin-Ortuzar, Jialun Wu, Chen Li, Zeyu Gao

机构 * School of Computer Science and Technology, Xi’an Jiaotong University（西安交通大学计算机科学与技术学院）； Department of Oncology, University of Cambridge（剑桥大学癌症部门）； CRUK Cambridge Centre, University of Cambridge（剑桥大学CRUK剑桥中心）； CRUK Cambridge Institute, University of Cambridge（剑桥大学CRUK剑桥研究所）； Cambridge University Hospitals NHS Foundation Trust（剑桥大学医院 NHS 基础信托）； School of Computer Science, Northwestern Polytechnical University（西北工业大学计算机科学学院）

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

2504.13692 2025-04-21 cs.CV 57%

Zebrafish Counting Using Event Stream Data

Qianghua Chen, Huiyu Wang, Li Ming, Ying Zhao

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

2504.12123 2025-04-17 eess.SY cs.SY eess.SP 57%

The CAM Model: An in vivo Testbed for Molecular Communication Systems

Fardad Vakilipoor, Andreas Ettner-Sitter, Lucas Brand, Sebastian Lotter, Thiha Aung, Silke Harteis, Robert Schober, Maximilian Schäfer

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

Comments arXiv admin note: text overlap with arXiv:2406.09875

2504.00247 2025-04-02 cs.CV cs.AI 57%

MultiMorph: On-demand Atlas Construction

S. Mazdak Abulnaga, Andrew Hoopes, Neel Dey, Malte Hoffmann, Marianne Rakic, Bruce Fischl, John Guttag, Adrian Dalca

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

Comments accepted to CVPR 2025

2411.11779 2025-04-02 cs.LG 57%

LLM-IE: A Python Package for Generative Information Extraction with Large Language Models

Enshuo Hsu, Kirk Roberts

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

2503.20725 2025-03-27 stat.ML cs.LG 57%

Continual learning via probabilistic exchangeable sequence modelling

Hanwen Xing, Christopher Yau

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

2503.02714 2025-03-05 cs.LG 57%

S4D-Bio Audio Monitoring of Bone Cement Disintegration in Pulsating Fluid Jet Surgery under Laboratory Conditions

Melanie Schaller, Sergej Hloch, Akash Nag, Dagmar Klichova, Nick Janssen, Frank Pude, Michal Zelenak, Bodo Rosenhahn

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

Comments submitted to Computers in Biology and Medicine Journal

2408.12373 2025-03-03 cs.LG cs.AI 57%

Cell-ontology guided transcriptome foundation model

Xinyu Yuan, Zhihao Zhan, Zuobai Zhang, Manqi Zhou, Jianan Zhao, Boyu Han, Yue Li, Jian Tang

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

Comments Accepted to NeurIPS 2024 as Spotlight

2502.20286 2025-02-28 stat.ML cs.LG stat.CO stat.ME 57%

Multiple Linked Tensor Factorization

Zhiyu Kang, Raghavendra B. Rao, Eric F. Lock

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

Comments 26 pages, 4 figures, 7 tables

2502.18756 2025-02-27 stat.ML cs.LG 57%

Nonlinear Sparse Generalized Canonical Correlation Analysis for Multi-view High-dimensional Data

Rong Wu, Ziqi Chen, Gen Li, Hai Shu

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

2502.17784 2025-02-26 cs.LG cs.CL 57%

MuCoS: Efficient Drug-Target Prediction through Multi-Context-Aware Sampling

Haji Gul, Abdul Gani Haji Naim, Ajaz A. Bhat

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

2502.17761 2025-02-26 cs.CV stat.AP 57%

AI-driven 3D Spatial Transcriptomics

Cristina Almagro-Pérez, Andrew H. Song, Luca Weishaupt, Ahrong Kim, Guillaume Jaume, Drew F. K. Williamson, Konstantin Hemker, Ming Y. Lu, Kritika Singh, Bowen Chen, Long Phi Le, Alexander S. Baras, Sizun Jiang, Ali Bashashati, Jonathan T. C. Liu, Faisal Mahmood

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

2407.09789 2025-02-21 cs.LG 57%

Convex space learning for tabular synthetic data generation

Manjunath Mahendra, Chaithra Umesh, Saptarshi Bej, Kristian Schultz, Olaf Wolkenhauer

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

Comments 30 pages, 10 figures, submitted to Neurocomputing journal

2502.13827 2025-02-20 cs.LG cs.NA math.NA 57%

Bayesian Physics Informed Neural Networks for Linear Inverse problems

Ali Mohammad-Djafari

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

Comments 9 pages

2412.04121 2025-02-18 cs.LG cs.AI cs.CE 57%

DeepFEA: Deep Learning for Prediction of Transient Finite Element Analysis Solutions

Georgios Triantafyllou, Panagiotis G. Kalozoumis, George Dimas, Dimitris K. Iakovidis

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

Comments This work has been submitted to a journal for possible publication

Journal ref Triantafyllou, G., Kalozoumis, P. G., Dimas, G., & Iakovidis, D. K. (2025). DeepFEA: Deep learning for prediction of transient finite element analysis solutions. Expert Systems with Applications, 269, 126343

2408.17016 2025-02-17 cs.LG stat.AP stat.ML 57%

Error-controlled non-additive interaction discovery in machine learning models

Winston Chen, Yifan Jiang, William Stafford Noble, Yang Young Lu

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

Comments Accepted by Natural Machine Intelligence

2501.14346 2025-02-14 cs.LG cs.AI 57%

HorNets: Learning from Discrete and Continuous Signals with Routing Neural Networks

Boshko Koloski, Nada Lavrač, Blaž Škrlj

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

Comments Accepted to the ACML conference journal track with the Machine Learning journal. The first and the last authors share an equal contribution

1. 生物医学文本 4516 篇

Multi-task Learning for Heterogeneous Multi-source Block-Wise Missing Data

Machine Learning Algorithm for Noise Reduction and Disease-Causing Gene Feature Extraction in Gene Sequencing Data

Technical Report on classification of literature related to children speech disorder

Mollifier Layers: Enabling Efficient High-Order Derivatives in Inverse PDE Learning

Neuromorphic Imaging Flow Cytometry combined with Adaptive Recurrent Spiking Neural Networks

Optimal normalization in quantum-classical hybrid models for anti-cancer drug response prediction

Optimal navigation of magnetic artificial microswimmers in blood capillaries with deep reinforcement learning

Detecting Throat Cancer from Speech Signals using Machine Learning: A Scoping Literature Review

Investigating Task Arithmetic for Zero-Shot Information Retrieval

R^2VFL: A Robust Random Vector Functional Link Network with Huber-Weighted Framework

An introduction to R package `mvs`

A Mapper Algorithm with implicit intervals and its optimization

Learning over von Mises-Fisher Distributions via a Wasserstein-like Geometry

PH2ST:ST-Prompt Guided Histological Hypergraph Learning for Spatial Gene Expression Prediction

Zebrafish Counting Using Event Stream Data

The CAM Model: An in vivo Testbed for Molecular Communication Systems

MultiMorph: On-demand Atlas Construction

LLM-IE: A Python Package for Generative Information Extraction with Large Language Models

Continual learning via probabilistic exchangeable sequence modelling

S4D-Bio Audio Monitoring of Bone Cement Disintegration in Pulsating Fluid Jet Surgery under Laboratory Conditions

Cell-ontology guided transcriptome foundation model

Multiple Linked Tensor Factorization

Nonlinear Sparse Generalized Canonical Correlation Analysis for Multi-view High-dimensional Data

MuCoS: Efficient Drug-Target Prediction through Multi-Context-Aware Sampling

AI-driven 3D Spatial Transcriptomics

Convex space learning for tabular synthetic data generation

Bayesian Physics Informed Neural Networks for Linear Inverse problems

DeepFEA: Deep Learning for Prediction of Transient Finite Element Analysis Solutions

Error-controlled non-additive interaction discovery in machine learning models

HorNets: Learning from Discrete and Continuous Signals with Routing Neural Networks