医学 AI - arXivDaily 专题

1804.09148 2018-04-25 cs.CL cs.LG stat.ML 79%

Automated Detection of Adverse Drug Reactions in the Biomedical Literature Using Convolutional Neural Networks and Biomedical Word Embeddings

Diego Saldana Miranda

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

Comments Accepted as conference paper at SwissText 2018

1802.00337 2018-02-02 eess.SP cs.MM 79%

Biomedical Signals Reconstruction Under the Compressive Sensing Approach

Ivan Martinovic, Vesna Mandic

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

Comments paper submitted to the 7th Mediterranean Conference on Embedded Computing - MECO'2018

1710.10600 2017-10-31 cs.LG cs.AI stat.ML 79%

Regularization approaches for support vector machines with applications to biomedical data

Daniel Lopez-Martinez

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

1612.05888 2017-06-27 cs.LG stat.ML 79%

Building Diversified Multiple Trees for Classification in High Dimensional Noisy Biomedical Data

Jiuyong Li, Lin Liu, Jixue Liu, Ryan Green

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

Comments 12 pages

1704.05271 2017-04-19 stat.ML cs.LG 79%

Large-Scale Online Semantic Indexing of Biomedical Articles via an Ensemble of Multi-Label Classification Models

Yannis Papanikolaou, Grigorios Tsoumakas, Manos Laliotis, Nikos Markantonatos, Ioannis Vlahavas

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

1702.08717 2017-03-02 cs.CV 79%

An Extensive Technique to Detect and Analyze Melanoma: A Challenge at the International Symposium on Biomedical Imaging (ISBI) 2017

G Wiselin Jiji, P Johnson Durai Raj

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

Comments 4 Page Abstract for ISIC2017 Challenge

2608.03154 2026-08-05 cs.CL 新提交 79%

ANCHOR-RE: An Agentic Neuro-Symbolic Framework for Grounded Biomedical Relation Extraction

ANCHOR-RE：用于接地生物医学关系抽取的智能体神经符号框架

Shufan Ming, Yikun Han, Gibong Hong, Rui Zhang, Halil Kilicoglu

专题命中生物医学文本：biomedical(title,abstract)

AI总结该研究提出ANCHOR-RE框架，将本体引导推理等集成到LLM推理中，在多个BioRE基准及2026年生物医学文章数据集上，该框架性能优于直接LLM提示及部分现有方法，是实用的无训练生物医学文献挖掘方法。

Comments Submitted to Journal of Biomedical Informatics (under review)

2512.07138 2026-07-31 physics.optics 79%

Superconducting Nanowire Single-Photon Detectors for Enhanced Biomedical Imaging

超导纳米线单光子探测器用于增强生物医学成像

Emi Cora Valmai Hughes, Avinash Upadhya, Kishan Dholakia

专题命中生物医学文本：biomedical(title,abstract)

AI总结超导纳米线单光子探测器在生物医学成像中提供高灵敏度和高精度，推动低光成像技术发展。

Comments 29 pages, 5 figures

Journal ref Journal of Biomedical Optics 31(11), 113502 (24 Mar 2026)

2605.28375 2026-05-28 cs.CL 79%

PrionNER: A Named Entity Recognition Dataset for Prion Disease Biomedical Literature

PrionNER: 朊病毒病生物医学文献命名实体识别数据集

An Dao, Nhan Ly, Thao Tran, Yuji Matsumoto, Akiko Aizawa

机构 * The University of Tokyo（东京大学）； Medical Doctor, Independent Researcher（医学博士，独立研究员）； Center for Language AI Research, Tohoku University（语言人工智能研究中心，东北大学）； RIKEN Center for Advanced Intelligence Project（日本理化学研究院高级智能项目中心）； National Institute of Informatics（信息机构国家研究所）

专题命中生物医学文本：biomedical(title,abstract)

AI总结针对朊病毒病临床信息，构建了手动标注的命名实体识别数据集PrionNER，包含317篇摘要、15种粗粒度和31种细粒度实体类型，并评估了监督和零样本模型性能。

Comments 29 pages, 5 figures, accepted at ACL 25th Workshop on Biomedical Language Processing (BioNLP 2026)

2601.06974 2026-01-13 cs.CL 79%

UETQuintet at BioCreative IX -- MedHopQA: Enhancing Biomedical QA with Selective Multi-hop Reasoning and Contextual Retrieval

UETQuintet在BioCreative IX上的MedHopQA：通过选择性多跳推理和上下文检索增强生物医学问答

Quoc-An Nguyen, Thi-Minh-Thu Vu, Bich-Dat Nguyen, Dinh-Quang-Minh Tran, Hoang-Quynh Le

机构 * VNU University of Engineering and Technology（越南工程大学）

专题命中生物医学文本：biomedical(title,abstract)

AI总结本文提出MedHopQA模型，通过选择性多跳推理和上下文检索提升生物医学问答性能，在BioCreative IX共享任务中取得第二名成绩。

Comments In Proceedings of the BioCreative IX Challenge and Workshop (BC9): Large Language Models for Clinical and Biomedical NLP, IJCAI 2025

2412.15876 2025-09-08 cs.HC cs.AI cs.GR 79%

AI-in-the-loop: The future of biomedical visual analytics applications in the era of AI

Katja Bühler, Thomas Höllt, Thomas Schulz, Pere-Pau Vázquez

机构 * Vienna Research Center for Visual Computing（维也纳视觉计算研究中心）； VRVis GmbH（VRVis公司）； Delft University of Technology（代尔夫特理工大学）； University of Bonn（波恩大学）； Lamarr Institute for Machine Learning and Artificial Intelligence（拉马尔机器学习与人工智能研究所）； Universitat Politècnica de Catalunya（巴塞罗那理工大学）

专题命中生物医学文本：biomedical(title,abstract)

Comments Accepted for publication in IEEE Computer Graphics & Applications

Journal ref K. Bühler, T. Hollt, T. Schultz and P. Vazquez, "AI-in-The-Loop: The Future of Biomedical Visual Analytics Applications in the Era of AI" in IEEE Computer Graphics and Applications, vol. 45, no. 02, pp. 90-99, March-April 2025

2412.09429 2025-07-08 cs.MA cs.AI cs.CL 79%

From Intention To Implementation: Automating Biomedical Research via LLMs

Yi Luo, Linghang Shi, Yihao Li, Aobo Zhuang, Yeyun Gong, Ling Liu, Chen Lin

机构 * School of Informatics, National Institute for Data Science in Health and Medicine, Xiamen University, Xiamen（信息学院、医学数据科学国家研究院、厦门大学、厦门）； School of Medicine, Xiamen University, Xiamen（医学院、厦门大学、厦门）； Microsoft Research Asia, Beijing（微软亚洲研究院、北京）； College of Computing, Georgia Institute of Technology, Atlanta（计算学院、佐治亚理工学院、亚特兰大）； Zhongguancun Academy, Beijing（中关村学院、北京）

专题命中生物医学文本：biomedical(title,abstract)

Comments To appear in SCIENCE CHINA Information Sciences. If you find our work useful, please cite us as: @article{ BioResearcher, author = "Yi Luo and Linghang Shi and Yihao Li and Aobo Zhuang and Yeyun Gong and Ling Liu and Chen Lin", title = "From Intention To Implementation: Automating Biomedical Research via LLMs", journal = "SCIENCE CHINA Information Sciences", year = "2025" }

Journal ref SCIENCE CHINA Information Science, 2025, 68(7): 78-95

2409.02725 2024-09-05 cs.CL 79%

Pre-training data selection for biomedical domain adaptation using journal impact metrics

Mathieu Laï-king, Patrick Paroubek

专题命中生物医学文本：biomedical(title,abstract)

Journal ref Proceedings of the 23rd Workshop on Biomedical Natural Language Processing (2024) pages 363-369 , Association of Computational Linguistics

2408.16622 2024-08-30 eess.IV cs.CV eess.SP math.OC 79%

Sparse Signal Reconstruction for Overdispersed Low-photon Count Biomedical Imaging Using $\ell_p$ Total Variation

Yu Lu, Roummel F. Marcia

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

Comments 5 pages, Accepted by the IEEE International Symposium on Biomedical Imaging (ISBI)

2408.08566 2024-08-19 cs.CL 79%

Overview of the BioLaySumm 2024 Shared Task on the Lay Summarization of Biomedical Research Articles

Tomas Goldsack, Carolina Scarton, Matthew Shardlow, Chenghua Lin

专题命中生物医学文本：biomedical(title,abstract)

Comments Published in: Proceedings of the 23rd Workshop on Biomedical Natural Language Processing

2309.17332 2023-10-26 cs.CL 79%

Overview of the BioLaySumm 2023 Shared Task on Lay Summarization of Biomedical Research Articles

Tomas Goldsack, Zheheng Luo, Qianqian Xie, Carolina Scarton, Matthew Shardlow, Sophia Ananiadou, Chenghua Lin

专题命中生物医学文本：biomedical(title,abstract)

Comments Published at BioNLP@ACL2023

Journal ref The 22nd Workshop on Biomedical Natural Language Processing and BioNLP Shared Tasks (2023) 468-477

1910.06710 2022-09-13 cs.AI cs.CL 79%

Knowledge-based Biomedical Data Science 2019

Tiffany J. Callahan, Harrison Pielke-Lombardo, Ignacio J. Tripodi, Lawrence E. Hunter

专题命中生物医学文本：biomedical(title,abstract)

Comments Manuscript 43 pages with 3 tables; Supplemental material 43 pages with 3 tables

Journal ref Annual Review of Biomedical Data Science. 2020 Jul 20;3:23-41

2012.11808 2021-07-26 cs.CL 79%

Improved Biomedical Word Embeddings in the Transformer Era

Jiho Noh, Ramakanth Kavuluru

专题命中生物医学文本：biomedical(title,abstract)

Comments This paper has been accepted for publication in the Journal of Biomedical Informatics

2010.05333 2020-10-13 cs.CL 79%

Addressing Exposure Bias With Document Minimum Risk Training: Cambridge at the WMT20 Biomedical Translation Task

Danielle Saunders, Bill Byrne

专题命中生物医学文本：biomedical(title,abstract)

Comments WMT20 biomedical task

1907.01417 2019-07-04 cs.CL 79%

Constructing large scale biomedical knowledge bases from scratch with rapid annotation of interpretable patterns

Julien Fauqueur, Ashok Thillaisundaram, Theodosia Togia

专题命中生物医学文本：biomedical(title,abstract)

Comments BioNLP 2019: 18th ACL Workshop on Biomedical Natural Language Processing, fixed author's name typo

1802.02870 2018-05-25 cs.CL 79%

Biomedical term normalization of EHRs with UMLS

Naiara Perez, Montse Cuadros, German Rigau

专题命中生物医学文本：biomedical(title,abstract)

Journal ref Perez, N., Cuadros, M., & Rigau, G. (2018). Biomedical term normalization of EHRs with UMLS. In Proceedings of the Eleventh International Conference on Language Resources and Evaluation (LREC 2018). ELRA

1803.07139 2018-04-27 cs.CL cs.AI 79%

English-Catalan Neural Machine Translation in the Biomedical Domain through the cascade approach

Marta R. Costa-jussà, Noe Casas, Maite Melero

专题命中生物医学文本：biomedical(title,abstract)

Comments Full workshop proceedings can be found at LREC-2018-PROCEEDINGS-MultilingualBIO.pdf" target="_blank" rel="noopener">https://multilingualbio.bsc.es/wp-content/uploads/2018/03/LREC-2018-PROCEEDINGS-MultilingualBIO.pdf

Journal ref Proceedings of workshop "MultilingualBIO: Multilingual Biomedical Text Processing" of the 11th Edition of the Language Resources and Evaluation Conference, 2018

1710.04449 2017-10-13 cond-mat.mtrl-sci 79%

A critical comparison of methods for the determination of the ageing sensitivity in biomedical grade yttria stabilized zirconia

Sylvain Deville, Laurent Gremillard, Jérôme Chevalier, Gilbert Fantozzi

专题命中生物医学文本：biomedical(title,abstract)

Comments 11 pages, 8 figures

Journal ref Journal of Biomedical Materials Research 72(2), 239-245 (2005)

1701.08303 2017-08-15 cs.CL 79%

Drug-Drug Interaction Extraction from Biomedical Text Using Long Short Term Memory Network

Sunil Kumar Sahu, Ashish Anand

专题命中生物医学文本：biomedical(title,abstract)

Comments Under review to the Journal of Biomedical Informatics

1611.05973 2017-06-09 cs.AI cs.IR 79%

NCBO Ontology Recommender 2.0: An Enhanced Approach for Biomedical Ontology Recommendation

Marcos Martinez-Romero, Clement Jonquet, Martin J. O'Connor, John Graybeal, Alejandro Pazos, Mark A. Musen

专题命中生物医学文本：biomedical(title,abstract)

Comments 29 pages, 8 figures, 11 tables

Journal ref Journal of Biomedical Semantics 8 (2017) 1-22

1606.01379 2017-05-04 cs.IT math.IT 79%

Refined Composite Multiscale Dispersion Entropy and its Application to Biomedical Signals

Hamed Azami, Mostafa Rostaghi, Daniel Abasolo, Javier Escudero

专题命中生物医学文本：biomedical(title,abstract)

Comments 8 pages, 6 figures

Journal ref IEEE Transactions on Biomedical Engineering (2017)

1306.6510 2016-11-26 cs.IT math.IT stat.AP 79%

Multi-Structural Signal Recovery for Biomedical Compressive Sensing

Yipeng Liu, Maarten De Vos, Ivan Gligorijevic, Vladimir Matic, Yuqian Li, Sabine Van Huffel

专题命中生物医学文本：biomedical(title,abstract)

Comments 29 pages, 20 figures, accepted by IEEE Transactions on Biomedical Engineering. Online first version: http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=6519288&tag=1

1606.08089 2016-06-28 cs.CL 79%

This before That: Causal Precedence in the Biomedical Domain

Gus Hahn-Powell, Dane Bell, Marco A. Valenzuela-Escárcega, Mihai Surdeanu

专题命中生物医学文本：biomedical(title,abstract)

Comments To appear in the proceedings of the 2016 Workshop on Biomedical Natural Language Processing (BioNLP 2016)

1606.02976 2016-06-10 cs.IR cs.CL 79%

Large scale biomedical texts classification: a kNN and an ESA-based approaches

Khadim Dramé, Fleur Mougin, Gayo Diallo

专题命中生物医学文本：biomedical(title,abstract)

Comments Journal of Biomedical Semantics, BioMed Central, 2016

1402.2073 2014-03-06 cs.IR 79%

Mining Images in Biomedical Publications: Detection and Analysis of Gel Diagrams

Tobias Kuhn, Mate Levente Nagy, ThaiBinh Luong, Michael Krauthammer

专题命中生物医学文本：biomedical(title,abstract)

Comments arXiv admin note: substantial text overlap with arXiv:1209.1481

Journal ref Journal of Biomedical Semantics 2014, 5:10

1. 生物医学文本 4499 篇

Automated Detection of Adverse Drug Reactions in the Biomedical Literature Using Convolutional Neural Networks and Biomedical Word Embeddings

Biomedical Signals Reconstruction Under the Compressive Sensing Approach

Regularization approaches for support vector machines with applications to biomedical data

Building Diversified Multiple Trees for Classification in High Dimensional Noisy Biomedical Data

Large-Scale Online Semantic Indexing of Biomedical Articles via an Ensemble of Multi-Label Classification Models

An Extensive Technique to Detect and Analyze Melanoma: A Challenge at the International Symposium on Biomedical Imaging (ISBI) 2017

ANCHOR-RE: An Agentic Neuro-Symbolic Framework for Grounded Biomedical Relation Extraction

Superconducting Nanowire Single-Photon Detectors for Enhanced Biomedical Imaging

PrionNER: A Named Entity Recognition Dataset for Prion Disease Biomedical Literature

UETQuintet at BioCreative IX -- MedHopQA: Enhancing Biomedical QA with Selective Multi-hop Reasoning and Contextual Retrieval

AI-in-the-loop: The future of biomedical visual analytics applications in the era of AI

From Intention To Implementation: Automating Biomedical Research via LLMs

Pre-training data selection for biomedical domain adaptation using journal impact metrics

Sparse Signal Reconstruction for Overdispersed Low-photon Count Biomedical Imaging Using $\ell_p$ Total Variation

Overview of the BioLaySumm 2024 Shared Task on the Lay Summarization of Biomedical Research Articles

Overview of the BioLaySumm 2023 Shared Task on Lay Summarization of Biomedical Research Articles

Knowledge-based Biomedical Data Science 2019

Improved Biomedical Word Embeddings in the Transformer Era

Addressing Exposure Bias With Document Minimum Risk Training: Cambridge at the WMT20 Biomedical Translation Task

Constructing large scale biomedical knowledge bases from scratch with rapid annotation of interpretable patterns

Biomedical term normalization of EHRs with UMLS

English-Catalan Neural Machine Translation in the Biomedical Domain through the cascade approach

A critical comparison of methods for the determination of the ageing sensitivity in biomedical grade yttria stabilized zirconia

Drug-Drug Interaction Extraction from Biomedical Text Using Long Short Term Memory Network

NCBO Ontology Recommender 2.0: An Enhanced Approach for Biomedical Ontology Recommendation

Refined Composite Multiscale Dispersion Entropy and its Application to Biomedical Signals

Multi-Structural Signal Recovery for Biomedical Compressive Sensing

This before That: Causal Precedence in the Biomedical Domain

Large scale biomedical texts classification: a kNN and an ESA-based approaches

Mining Images in Biomedical Publications: Detection and Analysis of Gel Diagrams