医学 AI

Benchmark and Best Practices for Biomedical Knowledge Graph Embeddings

David Chang, Ivana Balazevic, Carl Allen, Daniel Chawla, Cynthia Brandt, Richard Andrew Taylor

专题命中 生物医学文本 ：biomedical(title,abstract)；CT(abstract)

Comments Accepted to BioNLP 2020 at ACL

Biomedical Evidence Generation Engine

Sendong Zhao, Fei Wang

专题命中 生物医学文本 ：biomedical(title,abstract)；medical image(abstract)

Multi-Channel Stochastic Variational Inference for the Joint Analysis of Heterogeneous Biomedical Data in Alzheimer's Disease

Luigi Antelmi, Nicholas Ayache, Philippe Robert, Marco Lorenzi

专题命中 生物医学文本 ：biomedical(title,abstract)；diagnosis(abstract)

Comments accepted for presentation at MLCN 2018 workshop, in Conjunction with MICCAI 2018, September 20, Granada, Spain

Energy Harvesting and Magneto-Inductive Communications with Molecular Magnets on Vibrating Graphene and Biomedical Applications in the Kilohertz to Terahertz Band

Burhan Gulbahar

专题命中 生物医学文本 ：biomedical(title,abstract)；diagnosis(abstract)

Comments Accepted for publication in IEEE Transactions on Molecular, Biological and and Multi-Scale Communications. Typing errors are corrected. $©$ 2018 IEEE

PDD Graph: Bridging Electronic Medical Records and Biomedical Knowledge Graphs via Entity Linking

Meng Wang, Jiaheng Zhang, Jun Liu, Wei Hu, Sen Wang, Xue Li, Wenqiang Liu

专题命中 生物医学文本 ：biomedical(title,abstract)；diagnosis(abstract)

Comments 9 pages,5 figures,accepted by ISWC 2017

Recent advances in wavefront shaping techniques for biomedical applications

Hyeonseung Yu, Jongchan Park, KyoReh Lee, Jonghee Yoon, KyungDuk Kim, Shinwha Lee, YongKeun Park

专题命中 生物医学文本 ：biomedical(title,abstract)；diagnosis(abstract)

Converting ECG and other paper legated biomedical maps into digital signals

A. R. Gomes e Silva, H. M. de Oliveira, R. D. Lins

专题命中 生物医学文本 ：biomedical(title,abstract)；diagnosis(abstract)

Comments 6 pages, 9 figures

Journal ref Lecture Notes in Computer Science, LNCS 5046, GREC 2007, pp. 21-28, 2008

Guided self-assembly of magnetic beads for biomedical applications

Markus Gusenbauer, Ha Nguyen, Franz Reichel, Lukas Exl, Simon Bance, Johann Fischbacher, Harald Özelt, Alexander Kovacs, Martin Brandl, Thomas Schrefl

专题命中 生物医学文本 ：biomedical(title,abstract)；diagnosis(abstract)

BIMS: Biomedical Information Management System

Oscar Mora, Jesús Bisbal

专题命中 生物医学文本 ：biomedical(title,abstract)；medical image(abstract)

Comments 5 pages

Health-e-Child : An Integrated Biomedical Platform for Grid-Based Paediatric Applications

Joerg Freund, Dorin Comaniciu, Yannis Ioannis, Peiya Liu, Richard McClatchey, Edwin Morley-Fletcher, Xavier Pennec, Giacomo Pongiglione, Xiang, ZHOU

专题命中 生物医学文本 ：biomedical(title,abstract)；diagnosis(abstract)

Comments 12 pages, 2 figures. Accepted at the 4th International HealthGrid conference, Valencia, Spain June 2006

Learning General-Purpose Biomedical Volume Representations using Randomized Synthesis

Neel Dey, Benjamin Billot, Hallee E. Wong, Clinton J. Wang, Mengwei Ren, P. Ellen Grant, Adrian V. Dalca, Polina Golland

专题命中 生物医学文本 ：biomedical(title,abstract)；分类 cs.CV、cs.LG；medical image(comments)

Comments ICLR 2025: International Conference on Learning Representations. Code and model weights available at https://github.com/neel-dey/anatomix. Keywords: synthetic data, representation learning, medical image analysis, image registration, image segmentation

Medical image registration using unsupervised deep neural network: A scoping literature review

Samaneh Abbasi, Meysam Tavakoli, Hamid Reza Boveiri, Mohammad Amin Mosleh Shirazi, Raouf Khayami, Hedieh Khorasani, Reza Javidan, Alireza Mehdizadeh

专题命中 生物医学文本 ：medical image(title,abstract)；分类 cs.CV、eess.IV；biomedical(journal_ref)

Journal ref Biomedical Signal Processing and Control 2021

Semi-supervised Stacked Label Consistent Autoencoder for Reconstruction and Analysis of Biomedical Signals

Anupriya Gogna, Angshul Majumdar, Rabab Ward

专题命中 生物医学文本 ：biomedical(title,abstract)；分类 cs.LG、eess.SP

Comments Final version accepted at IEEE Transactions on Biomedical Engineering

Localising In-Domain Adaptation of Transformer-Based Biomedical Language Models

Tommaso Mario Buonocore, Claudio Crema, Alberto Redolfi, Riccardo Bellazzi, Enea Parimbelli

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

Comments 8 pages, 2 figures, 6 tables. Published in Journal of Biomedical Informatics

Journal ref Journal of Biomedical Informatics, Volume 144, 2023, 104431, ISSN 1532-0464

Autoregressive models for biomedical signal processing

Jonas F. Haderlein, Andre D. H. Peterson, Anthony N. Burkitt, Iven M. Y. Mareels, David B. Grayden

专题命中 生物医学文本 ：biomedical(title,abstract)；分类 cs.LG、q-bio、eess.SP

pyssam -- a Python library for statistical modelling of biomedical shape and appearance

Josh Williams, Ali Ozel, Uwe Wolfram

专题命中 生物医学文本 ：biomedical(title)；medical image(abstract)；分类 cs.CV、q-bio、eess.IV

Comments 5 pages, 3 figures, Journal of Open Source Software submission

Surface Vision Transformers: Flexible Attention-Based Modelling of Biomedical Surfaces

Simon Dahan, Hao Xu, Logan Z. J. Williams, Abdulah Fawaz, Chunhui Yang, Timothy S. Coalson, Michelle C. Williams, David E. Newby, A. David Edwards, Matthew F. Glasser, Alistair A. Young, Daniel Rueckert, Emma C. Robinson

专题命中 生物医学文本 ：biomedical(title,abstract)；分类 cs.CV、q-bio、eess.IV

Comments 10 pages, 3 figures, Submitted to IEEE Transactions on Medical Imaging

Physics-Informed Machine Learning in Biomedical Science and Engineering

Nazanin Ahmadi, Qianying Cao, Jay D. Humphrey, George Em Karniadakis

专题命中 生物医学文本 ：biomedical(title,abstract)；分类 cs.LG、q-bio

Comments Accepted for publication in the Annual Review of Biomedical Engineering on October 2, 2025

LoRSA: Toward Generalizable Parameter-Efficient Fine-Tuning for Biomedical Downstream Tasks

LoRSA：面向生物医学下游任务的可泛化参数高效微调方法

Saed Moradi, Benyamin Ghojogh, M. Hadi Sepanj, Yimin Yang, Ashirbani Saha

机构 * McMaster University（麦克马斯特大学） ； University of Waterloo（滑铁卢大学） ； Western University（西安大略大学） 纠错

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

AI总结 本文提出LoRSA框架，联合学习两类低秩分量实现生物医学视觉模型的参数高效微调，在乳腺密度分类任务中显著提升了模型对未见医学影像域的泛化性能。

Forecasting-based Biomedical Time-series Data Synthesis for Open Data and Robust AI

基于预测的生物医学时间序列数据合成用于开放数据和鲁棒AI

Youngjoon Lee, Seongmin Cho, Yehhyun Jo, Jinu Gong, Hyunjoo Jenny Lee, Joonhyuk Kang

机构 * School of Electrical Engineering, KAIST, Daejeon, Republic of Korea（韩国成均馆大学电气工程学院） ； Department of Applied AI, Hansung University, Seoul, Republic of Korea（汉城市立大学应用人工智能系） 纠错

专题命中 生物医学文本 ：biomedical(title,abstract)；分类 cs.LG、eess.SP

AI总结 本文提出基于预测模型的生物医学时间序列数据合成方法，通过高保真复现EEG和EMG信号，提升AI模型性能并促进开放数据共享。

Comments 22 pages

A Pathway to Near Tissue Computing through Processing-in-CTIA Pixels for Biomedical Applications

Zihan Yin, Subhradip Chakraborty, Ankur Singh, Chengwei Zhou, Gourav Datta, Akhilesh Jaiswal

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

DCentNet: Decentralized Multistage Biomedical Signal Classification using Early Exits

Xiaolin Li, Binhua Huang, Barry Cardiff, Deepu John

专题命中 生物医学文本 ：biomedical(title,abstract)；分类 cs.LG、eess.SP

A Multi-Modal Unsupervised Machine Learning Approach for Biomedical Signal Processing in CPR

Saidul Islam, Jamal Bentahar, Robin Cohen, Gaith Rjoub

专题命中 生物医学文本 ：biomedical(title,abstract)；分类 cs.LG、eess.SP

Biomedical Visual Instruction Tuning with Clinician Preference Alignment

Hejie Cui, Lingjun Mao, Xin Liang, Jieyu Zhang, Hui Ren, Quanzheng Li, Xiang Li, Carl Yang

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

Residual-based Language Models are Free Boosters for Biomedical Imaging

Zhixin Lai, Jing Wu, Suiyao Chen, Yucheng Zhou, Naira Hovakimyan

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

Seeing Unseen: Discover Novel Biomedical Concepts via Geometry-Constrained Probabilistic Modeling

Jianan Fan, Dongnan Liu, Hang Chang, Heng Huang, Mei Chen, Weidong Cai

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

Comments CVPR 2024

BioDiffusion: A Versatile Diffusion Model for Biomedical Signal Synthesis

Xiaomin Li, Mykhailo Sakevych, Gentry Atkinson, Vangelis Metsis

专题命中 生物医学文本 ：biomedical(title,abstract)；分类 cs.LG、eess.SP

Overcoming Data Scarcity in Biomedical Imaging with a Foundational Multi-Task Model

Raphael Schäfer, Till Nicke, Henning Höfener, Annkristin Lange, Dorit Merhof, Friedrich Feuerhake, Volkmar Schulz, Johannes Lotz, Fabian Kiessling

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

Comments 29 pages, 5 figures

Exploiting FPGA Capabilities for Accelerated Biomedical Computing

Kayode Inadagbo, Baran Arig, Nisanur Alici, Murat Isik

专题命中 生物医学文本 ：biomedical(title,abstract)；分类 cs.LG、eess.SP

Comments Accepted at IEEE Signal Processing Algorithms, Architectures, Arrangements and Applications (SPA), 2023

Avoiding Post-Processing with Event-Based Detection in Biomedical Signals

Nick Seeuws, Maarten De Vos, Alexander Bertrand

专题命中 生物医学文本 ：biomedical(title,abstract)；分类 cs.LG、eess.SP

Comments This work has been submitted to the IEEE for possible publication