医学 AI

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

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

Stability of Data-Dependent Ridge-Regularization for Inverse Problems

Sebastian Neumayer, Fabian Altekrüger

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

Low-cost foil/paper based touch mode pressure sensing element as artificial skin module for prosthetic hand

Rishabh B. Mishra, Sherjeel M. Khan, Sohail F. Shaikh, Aftab M. Hussain, Muhammad M. Hussain

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

AnchorInv: Few-Shot Class-Incremental Learning of Physiological Signals via Representation Space Guided Inversion

Chenqi Li, Boyan Gao, Gabriel Jones, Timothy Denison, Tingting Zhu

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

Comments AAAI-25 Extended Version

Contrastive Learning and Mixture of Experts Enables Precise Vector Embeddings

Logan Hallee, Rohan Kapur, Arjun Patel, Jason P. Gleghorn, Bohdan Khomtchouk

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

Internet of Harvester Nano Things: A Future Prospects

Bitop Maitra, Emine Bardakci, Oktay Cetinkaya, Ozgur B. Akan

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

Journal ref Nano Communication Networks (2024)

Integrating Social Determinants of Health into Knowledge Graphs: Evaluating Prediction Bias and Fairness in Healthcare

Tianqi Shang, Weiqing He, Tianlong Chen, Ying Ding, Huanmei Wu, Kaixiong Zhou, Li Shen

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

Transformers in Healthcare: A Survey

Subhash Nerella, Sabyasachi Bandyopadhyay, Jiaqing Zhang, Miguel Contreras, Scott Siegel, Aysegul Bumin, Brandon Silva, Jessica Sena, Benjamin Shickel, Azra Bihorac, Kia Khezeli, Parisa Rashidi

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

Journal ref Transformers and large language models in healthcare: A review, Artificial Intelligence in Medicine, Volume 154, 2024, 102900,

Lightweight Transformers for Clinical Natural Language Processing

Omid Rohanian, Mohammadmahdi Nouriborji, Hannah Jauncey, Samaneh Kouchaki, ISARIC Clinical Characterisation Group, Lei Clifton, Laura Merson, David A. Clifton

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

Journal ref Nat. Lang. Eng. 30 (2024) 887-914

From Primes to Paths: Enabling Fast Multi-Relational Graph Analysis

Konstantinos Bougiatiotis, Georgios Paliouras

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

Comments 35 pages: 28 main, 7 appendix; 6 figures. Submitted to ECML PKDD 2025 Journal Track for Data Mining and Knowledge Discovery. For the code accompanying the paper see http://github.com/kbogas/PAM_BoP . For a demo app on relation prediction on HetioNet using BoP representations see http://143.233.226.63:5000

Unlocking Real-Time Fluorescence Lifetime Imaging: Multi-Pixel Parallelism for FPGA-Accelerated Processing

Ismail Erbas, Aporva Amarnath, Vikas Pandey, Karthik Swaminathan, Naigang Wang, Xavier Intes

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

Comments 7 pages, 6 figures

MVKTrans: Multi-View Knowledge Transfer for Robust Multiomics Classification

Shan Cong, Zhiling Sang, Hongwei Liu, Haoran Luo, Xin Wang, Hong Liang, Jie Hao, Xiaohui Yao

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

A Bayesian Framework for Causal Analysis of Recurrent Events with Timing Misalignment

Arman Oganisian, Anthony Girard, Jon A. Steingrimsson, Patience Moyo

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

Evaluating the Economic Implications of Using Machine Learning in Clinical Psychiatry

Soaad Hossain, James Rasalingam, Arhum Waheed, Fatah Awil, Rachel Kandiah, Syed Ishtiaque Ahmed

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

Comments 11 pages, submitted to Machine Learning for Health (ML4H) 2024

An incremental algorithm based on multichannel non-negative matrix partial co-factorization for ambient denoising in auscultation

Juan De La Torre Cruz, Francisco Jesus Canadas Quesada, Damian Martinez-Munoz, Nicolas Ruiz Reyes, Sebastian Garcia Galan, Julio Jose Carabias Orti

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

Journal ref Applied Acoustics, volume 182, November 2021, 108229

Self-Normalizing Foundation Model for Enhanced Multi-Omics Data Analysis in Oncology

Asim Waqas, Aakash Tripathi, Sabeen Ahmed, Ashwin Mukund, Hamza Farooq, Matthew B. Schabath, Paul Stewart, Mia Naeini, Ghulam Rasool

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

Comparing Template-based and Template-free Language Model Probing

Sagi Shaier, Kevin Bennett, Lawrence E Hunter, Katharina von der Wense

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

Comments Accepted to EACL 2024

Magneto-Inductive Powering and Uplink of In-Body Microsensors: Feasibility and High-Density Effects

Gregor Dumphart, Bertold Ian Bitachon, Armin Wittneben

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

Comments 6 pages, to appear at IEEE WCNC 2019. This work has been submitted to the IEEE for possible publication

Journal ref 2019 IEEE Wireless Communications and Networking Conference (WCNC), IEEE, 2019, pp. 1-6

Integrating Deep Learning for Arrhythmia Detection with Automated Drug Delivery: A Comprehensive Approach to Cardiac Health Monitoring and Treatment

Praveen Kumar Pandian Shanmuganathan, Vatsal Sivaratri

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

Comments 6 figures

TabSeq: A Framework for Deep Learning on Tabular Data via Sequential Ordering

Al Zadid Sultan Bin Habib, Kesheng Wang, Mary-Anne Hartley, Gianfranco Doretto, Donald A. Adjeroh

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

Comments This paper has been accepted for presentation at the 27th International Conference on Pattern Recognition (ICPR 2024) in Kolkata, India

PACIA: Parameter-Efficient Adapter for Few-Shot Molecular Property Prediction

Shiguang Wu, Yaqing Wang, Quanming Yao

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

Comments 18pages

Efficient Systematic Reviews: Literature Filtering with Transformers & Transfer Learning

John Hawkins, David Tivey

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

Comments Paper Submitted to `Multimedia Tools and Applications`

Representation-Enhanced Neural Knowledge Integration with Application to Large-Scale Medical Ontology Learning

Suqi Liu, Tianxi Cai, Xiaoou Li

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

GB-RVFL: Fusion of Randomized Neural Network and Granular Ball Computing

M. Sajid, A. Quadir, M. Tanveer

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

WisPerMed at BioLaySumm: Adapting Autoregressive Large Language Models for Lay Summarization of Scientific Articles

Tabea M. G. Pakull, Hendrik Damm, Ahmad Idrissi-Yaghir, Henning Schäfer, Peter A. Horn, Christoph M. Friedrich

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

Comments 4 pages, 6 figure, 3 tables, acctepted at: BIONLP 2024 and Shared Tasks @ ACL 2024

Medical Concept Normalization in a Low-Resource Setting

Tim Patzelt

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

Comments Master Thesis