医学 AI

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） 纠错

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

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

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） 纠错

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

Comments Accepted in SIGIR '25

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） 纠错

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

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

A Mapper Algorithm with implicit intervals and its optimization

Yuyang Tao, Shufei Ge

机构 * ShanghaiTech University（上海科技大学） 纠错

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

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） 纠错

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

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） 纠错

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Unsupervised Learning for Feature Extraction and Temporal Alignment of 3D+t Point Clouds of Zebrafish Embryos

Zhu Chen, Ina Laube, Johannes Stegmaier

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

On the importance of structural identifiability for machine learning with partially observed dynamical systems

Janis Norden, Elisa Oostwal, Michael Chappell, Peter Tino, Kerstin Bunte

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

Comments 15 pages, 18 figures

A Review on Knowledge Graphs for Healthcare: Resources, Applications, and Promises

Hejie Cui, Jiaying Lu, Ran Xu, Shiyu Wang, Wenjing Ma, Yue Yu, Shaojun Yu, Xuan Kan, Chen Ling, Liang Zhao, Zhaohui S. Qin, Joyce C. Ho, Tianfan Fu, Jing Ma, Mengdi Huai, Fei Wang, Carl Yang

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

Comments Preprint under review

Network Embedding via Deep Prediction Model

Xin Sun, Zenghui Song, Yongbo Yu, Junyu Dong, Claudia Plant, Christian Boehm

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

Journal ref IEEE Transactions on Big Data ( Volume: 9, Issue: 2, 01 April 2023)

Reduced-order modeling and classification of hydrodynamic pattern formation in gravure printing

Pauline Rothmann-Brumm, Steven L. Brunton, Isabel Scherl

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

Time Scale Network: A Shallow Neural Network For Time Series Data

Trevor Meyer, Camden Shultz, Najim Dehak, Laureano Moro-Velazquez, Pedro Irazoqui

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

Comments 8 pages, 5 figures, preprint