医学 AI - arXivDaily 专题

1406.1038 2014-06-05 physics.med-ph physics.ins-det 71%

A Novel Light Source Design for Spectral Tuning in Biomedical Imaging

Chandrajit Basu, Sebastian Schlangen, Merve Meinhardt-Wollweber, Bernhard Roth

专题命中生物医学文本：biomedical(title)

Comments 10 pages, 8 figures

1402.4496 2014-05-08 cond-mat.mtrl-sci cond-mat.mes-hall physics.chem-ph 71%

Photoluminescence spectroscopy of YVO$_{4}$:Eu$^{3+}$ nanoparticles with aromatic linker molecules: a precursor to biomedical functionalization

T. R. Senty, M. Yalamanchi, Y. Zhang, S. K. Cushing, M. S. Seehra, X. Shi, A. D. Bristow

专题命中生物医学文本：biomedical(title)

Comments 9 pages, 5 figures, journal article

Journal ref J. Appl. Phys. 115, 163107 (2014)

1110.0983 2013-12-13 physics.bio-ph cs.CE physics.flu-dyn 71%

Self-organizing magnetic beads for biomedical applications

Markus Gusenbauer, Alexander Kovacs, Franz Reichel, Lukas Exl, Simon Bance, Harald Ozelt, Thomas Schrefl

专题命中生物医学文本：biomedical(title)

Journal ref Journal of Magnetism and Magnetic Materials 324.6 (2012): 977-982

1308.1168 2013-08-07 cs.CY cs.SI physics.soc-ph 71%

Role and Discipline Relationships in a Transdisciplinary Biomedical Team: Structuration, Values Override and Context Scaffolding

Gaetano R. Lotrecchiano

专题命中生物医学文本：biomedical(title)

Comments Presented at COINs13 Conference, Chile, 2013 (arxiv:1308.1028)

1210.8247 2013-03-26 physics.optics 71%

Mueller matrix polarimetry of plasmon resonant silver nano-rods: biomedical prospects

Sayantan Ghosh, Jalpa Soni, Sudipta K. Bera, Ayan Banerjee, Nirmalya Ghosh

专题命中生物医学文本：biomedical(title)

Comments 8 pages, 6 figures, Proceedings of the Saratov Fall Meeting, 2012

Journal ref Proc. SPIE, 8699, 869902 (2013)

1012.1609 2010-12-09 cs.IR 71%

Building conceptual spaces for exploring and linking biomedical resources

R. Berlanga, E. Jimenez-Ruiz, V. Nebot

专题命中生物医学文本：biomedical(title)

Comments in Adrian Paschke, Albert Burger, Andrea Splendiani, M. Scott Marshall, Paolo Romano: Proceedings of the 3rd International Workshop on Semantic Web Applications and Tools for the Life Sciences, Berlin,Germany, December 8-10, 2010

0705.1797 2009-12-01 physics.soc-ph physics.gen-ph 71%

National Scientific Facilities and Their Science Impact on Non-Biomedical Research

A. L. Kinney

专题命中生物医学文本：biomedical(title)

Comments 22 pages, 7 figures

2606.15155 2026-06-16 cs.LG 新提交 70%

Semantic Reasoning in Medicine: The Role of Knowledge Graphs Across Five Key Domains

医学中的语义推理：知识图谱在五个关键领域的作用

Haniye Sherafatmandjoo, Mohammad Akbari, Zahed Rahmati

机构 * Amirkabir University of Technology（阿米尔卡比尔理工大学）

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

AI总结综述知识图谱在医学中的应用，涵盖临床决策支持、疾病预测、健康推荐、精准医疗和医学问答，并讨论构建方法、挑战及未来方向。

2605.15053 2026-05-18 cs.LG cs.AI 70%

TFGN: Task-Free, Replay-Free Continual Pre-Training Without Catastrophic Forgetting at LLM Scale

TFGN：无需任务和回放的连续预训练，避免灾难性遗忘的LLM规模

Anurup Ganguli

机构 * Independent Researcher（独立研究者）

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

AI总结 TFGN通过输入条件化、参数高效更新，在无需回放或任务标签的情况下，实现了在异构文本领域连续预训练，避免灾难性遗忘，展示了跨领域正向迁移和高梯度分离。

Comments 65 pages, 10 figures, 40 tables

2511.02531 2026-03-30 cs.LG cs.AI 70%

Causal Graph Neural Networks for Healthcare

因果图神经网络用于医疗保健

Munib Mesinovic, Max Buhlan, Tingting Zhu

机构 * University of Oxford（牛津大学）； Leipzig University（莱比锡大学）

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

AI总结本文探讨了因果图神经网络在医疗保健中的应用，通过结合生物医学数据的图表示与因果推断，学习不变机制而非虚假相关性，旨在提升跨机构部署的性能并减少歧视性模式。

2511.22890 2025-12-23 eess.IV 70%

Two-Dimensional Tomographic Reconstruction From Projections With Unknown Angles and Unknown Spatial Shifts

从未知角度和未知空间位移的投影中进行二维断层成像重建

Shreyas Jayant Grampurohit, Satish Mulleti, Ajit Rajwade

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

AI总结本文提出了一种能够处理未知角度和未知空间位移的二维断层成像方法，通过改进现有算法并结合三向交替最小化算法，实现了更优的重建效果。

Comments 5 pages, 2 figures, 1 table, submitted to the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)

2505.15747 2025-08-19 cs.LG cs.AI 70%

Multi-modal Integration Analysis of Alzheimer's Disease Using Large Language Models and Knowledge Graphs

Kanan Kiguchi, Yunhao Tu, Katsuhiro Ajito, Fady Alnajjar, Kazuyuki Murase

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

Comments 38 pages, 8 figures, 4 tables

2505.22926 2025-05-30 cs.CV 70%

Leveraging Diffusion Models for Synthetic Data Augmentation in Protein Subcellular Localization Classification

Sylvey Lin, Zhi-Yi Cao

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

2503.02053 2025-03-05 cs.AI cs.CL cs.CV 70%

EPEE: Towards Efficient and Effective Foundation Models in Biomedicine

Zaifu Zhan, Shuang Zhou, Huixue Zhou, Zirui Liu, Rui Zhang

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

Comments Submitted to npj Digital Medicine

2405.15766 2024-10-04 cs.AI cs.CL cs.CV 70%

Enhancing Adverse Drug Event Detection with Multimodal Dataset: Corpus Creation and Model Development

Pranab Sahoo, Ayush Kumar Singh, Sriparna Saha, Aman Chadha, Samrat Mondal

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

Comments ACL Findings 2024

2206.06885 2024-08-23 stat.ML cs.LG stat.ME 70%

Neural interval-censored survival regression with feature selection

Carlos García Meixide, Marcos Matabuena, Louis Abraham, Michael R. Kosorok

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

Journal ref Statistical Analysis and Data Mining: The ASA Data Science Journal 17.4 (2024):

2403.02558 2024-07-15 cs.CL cs.CV 70%

The Minimum Information about CLinical Artificial Intelligence Checklist for Generative Modeling Research (MI-CLAIM-GEN)

Brenda Y. Miao, Irene Y. Chen, Christopher YK Williams, Jaysón Davidson, Augusto Garcia-Agundez, Shenghuan Sun, Travis Zack, Suchi Saria, Rima Arnaout, Giorgio Quer, Hossein J. Sadaei, Ali Torkamani, Brett Beaulieu-Jones, Bin Yu, Milena Gianfrancesco, Atul J. Butte, Beau Norgeot, Madhumita Sushil

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

2301.09219 2023-01-24 cs.CV 70%

Applied Deep Learning to Identify and Localize Polyps from Endoscopic Images

Chandana Raju, Sumedh Vilas Datar, Kushala Hari, Kavin Vijay, Suma Ningappa

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

2212.11933 2022-12-23 cs.AI cs.LG 70%

Word Embedding Neural Networks to Advance Knee Osteoarthritis Research

Soheyla Amirian, Husam Ghazaleh, Mehdi Assefi, Hilal Maradit Kremers, Hamid R. Arabnia, Johannes F. Plate, Ahmad P. Tafti

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

Comments 5 pages, 3 figures, Accepted in Computational Science and Computational Intelligence; 2022 International Conference on IEEE CPS (IEEE XPLORE, Scopus)

2212.08821 2022-12-20 cs.AI cs.LG 70%

Context-dependent Explainability and Contestability for Trustworthy Medical Artificial Intelligence: Misclassification Identification of Morbidity Recognition Models in Preterm Infants

Isil Guzey, Ozlem Ucar, Nukhet Aladag Ciftdemir, Betul Acunas

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

Comments 27 pages, 5 figures

2104.12556 2021-08-05 cs.CY cs.LG 70%

COVID-19 Modeling: A Review

Longbing Cao, Qing Liu

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

Comments 73 pages, 3 figures, 9 tables

2107.14037 2021-07-30 cs.LG cs.AI 70%

Machine Learning and Deep Learning Methods for Building Intelligent Systems in Medicine and Drug Discovery: A Comprehensive Survey

G Jignesh Chowdary, Suganya G, Premalatha M, Asnath Victy Phamila Y, Karunamurthy K

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

2012.15446 2021-01-01 physics.med-ph eess.IV 70%

Generative Adversarial Network for Image Synthesis

Yang Lei, Richard L. J. Qiu, Tonghe Wang, Walter J. Curran, Tian Liu, Xiaofeng Yang

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

2005.05232 2020-11-23 cs.CV 70%

On the Transferability of Winning Tickets in Non-Natural Image Datasets

Matthia Sabatelli, Mike Kestemont, Pierre Geurts

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

2004.00407 2020-04-02 cs.LG stat.ML 70%

Drug-disease Graph: Predicting Adverse Drug Reaction Signals via Graph Neural Network with Clinical Data

Heeyoung Kwak, Minwoo Lee, Seunghyun Yoon, Jooyoung Chang, Sangmin Park, Kyomin Jung

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

Comments To appear at PAKDD 2020

2002.06670 2020-02-19 cs.CL cs.LG 70%

The Utility of General Domain Transfer Learning for Medical Language Tasks

Daniel Ranti, Katie Hanss, Shan Zhao, Varun Arvind, Joseph Titano, Anthony Costa, Eric Oermann

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

Comments 8 pages, 5 figures, 2 tables

1910.05121 2019-12-06 cs.CV stat.AP 70%

Methods and open-source toolkit for analyzing and visualizing challenge results

Manuel Wiesenfarth, Annika Reinke, Bennett A. Landman, Manuel Jorge Cardoso, Lena Maier-Hein, Annette Kopp-Schneider

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

1603.08631 2016-03-30 cs.CV 70%

Classification of Alzheimer's Disease using fMRI Data and Deep Learning Convolutional Neural Networks

Saman Sarraf, Ghassem Tofighi

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

2303.11568 2023-09-26 cs.AI cs.CY 69%

Large AI Models in Health Informatics: Applications, Challenges, and the Future

Jianing Qiu, Lin Li, Jiankai Sun, Jiachuan Peng, Peilun Shi, Ruiyang Zhang, Yinzhao Dong, Kyle Lam, Frank P. -W. Lo, Bo Xiao, Wu Yuan, Ningli Wang, Dong Xu, Benny Lo

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

Comments This article has been accepted for publication in IEEE Journal of Biomedical and Health Informatics

Journal ref JBHI, 2023

2002.07050 2021-04-19 physics.app-ph 69%

Ultrasensitive THz Biosensor for PCR-free cDNA detection based on frequency selective surfaces

Christian Weisenstein, Dominik Schaar, Anna Katharina Wigger, Heiko Schäfer-Eberwein, Anja K. Bosserhoff, Peter Haring Bolívar

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

Journal ref Biomedical Optics Express, vol. 11, no. 1, 2020, p. 448

1. 生物医学文本 4507 篇

A Novel Light Source Design for Spectral Tuning in Biomedical Imaging

Photoluminescence spectroscopy of YVO$_{4}$:Eu$^{3+}$ nanoparticles with aromatic linker molecules: a precursor to biomedical functionalization

Self-organizing magnetic beads for biomedical applications

Role and Discipline Relationships in a Transdisciplinary Biomedical Team: Structuration, Values Override and Context Scaffolding

Mueller matrix polarimetry of plasmon resonant silver nano-rods: biomedical prospects

Building conceptual spaces for exploring and linking biomedical resources

National Scientific Facilities and Their Science Impact on Non-Biomedical Research

Semantic Reasoning in Medicine: The Role of Knowledge Graphs Across Five Key Domains

TFGN: Task-Free, Replay-Free Continual Pre-Training Without Catastrophic Forgetting at LLM Scale

Causal Graph Neural Networks for Healthcare

Two-Dimensional Tomographic Reconstruction From Projections With Unknown Angles and Unknown Spatial Shifts

Multi-modal Integration Analysis of Alzheimer's Disease Using Large Language Models and Knowledge Graphs

Leveraging Diffusion Models for Synthetic Data Augmentation in Protein Subcellular Localization Classification

EPEE: Towards Efficient and Effective Foundation Models in Biomedicine

Enhancing Adverse Drug Event Detection with Multimodal Dataset: Corpus Creation and Model Development

Neural interval-censored survival regression with feature selection

The Minimum Information about CLinical Artificial Intelligence Checklist for Generative Modeling Research (MI-CLAIM-GEN)

Applied Deep Learning to Identify and Localize Polyps from Endoscopic Images

Word Embedding Neural Networks to Advance Knee Osteoarthritis Research

Context-dependent Explainability and Contestability for Trustworthy Medical Artificial Intelligence: Misclassification Identification of Morbidity Recognition Models in Preterm Infants

COVID-19 Modeling: A Review

Machine Learning and Deep Learning Methods for Building Intelligent Systems in Medicine and Drug Discovery: A Comprehensive Survey

Generative Adversarial Network for Image Synthesis

On the Transferability of Winning Tickets in Non-Natural Image Datasets

Drug-disease Graph: Predicting Adverse Drug Reaction Signals via Graph Neural Network with Clinical Data

The Utility of General Domain Transfer Learning for Medical Language Tasks

Methods and open-source toolkit for analyzing and visualizing challenge results

Classification of Alzheimer's Disease using fMRI Data and Deep Learning Convolutional Neural Networks

Large AI Models in Health Informatics: Applications, Challenges, and the Future

Ultrasensitive THz Biosensor for PCR-free cDNA detection based on frequency selective surfaces