医学 AI - arXivDaily 专题

2503.04155 2025-03-07 cs.CL 78%

BPQA Dataset: Evaluating How Well Language Models Leverage Blood Pressures to Answer Biomedical Questions

Chi Hang, Ruiqi Deng, Lavender Yao Jiang, Zihao Yang, Anton Alyakin, Daniel Alber, Eric Karl Oermann

专题命中生物医学文本：biomedical(title,abstract)

Comments 9 pages

2503.00624 2025-03-04 cs.CL cs.AI 78%

An evaluation of DeepSeek Models in Biomedical Natural Language Processing

Zaifu Zhan, Shuang Zhou, Huixue Zhou, Jiawen Deng, Yu Hou, Jeremy Yeung, Rui Zhang

专题命中生物医学文本：biomedical(title,abstract)

Comments Plan to submit to AMIA 2025 Annual Symposium. 10 pages

2502.21014 2025-03-03 cs.HC 78%

Explainable Biomedical Claim Verification with Large Language Models

Siting Liang, Daniel Sonntag

专题命中生物医学文本：biomedical(title,abstract)

2502.18992 2025-02-27 cs.IR 78%

OntologyRAG: Better and Faster Biomedical Code Mapping with Retrieval-Augmented Generation (RAG) Leveraging Ontology Knowledge Graphs and Large Language Models

Hui Feng, Yuntzu Yin, Emiliano Reynares, Jay Nanavati

专题命中生物医学文本：biomedical(title,abstract)

Comments This paper has been accepted as a workshop paper for KEIR@ECIR 2025

2502.15954 2025-02-25 cs.CL cs.AI 78%

MMRAG: Multi-Mode Retrieval-Augmented Generation with Large Language Models for Biomedical In-Context Learning

Zaifu Zhan, Jun Wang, Shuang Zhou, Jiawen Deng, Rui Zhang

专题命中生物医学文本：biomedical(title,abstract)

Comments Submitted to JAMIA

2408.06583 2025-02-24 cs.CL 78%

A Structure-aware Generative Model for Biomedical Event Extraction

Haohan Yuan, Siu Cheung Hui, Haopeng Zhang

专题命中生物医学文本：biomedical(title,abstract)

Comments 8 pages, 4 figures, 6 tables

2502.14144 2025-02-21 cs.CL 78%

UM_FHS at TREC 2024 PLABA: Exploration of Fine-tuning and AI agent approach for plain language adaptations of biomedical text

Primoz Kocbek, Leon Kopitar, Zhihong Zhang, Emirhan Aydin, Maxim Topaz, Gregor Stiglic

专题命中生物医学文本：biomedical(title,abstract)

Comments 10 pages, 2 figures, to be published in the 33rd Text REtrieval Conference (TREC 2024) proceedings

2502.09659 2025-02-17 cs.CL cs.AI cs.CY 78%

Cancer Vaccine Adjuvant Name Recognition from Biomedical Literature using Large Language Models

Hasin Rehana, Jie Zheng, Leo Yeh, Benu Bansal, Nur Bengisu Çam, Christianah Jemiyo, Brett McGregor, Arzucan Özgür, Yongqun He, Junguk Hur

专题命中生物医学文本：biomedical(title,abstract)

Comments 10 pages, 6 figures, 4 tables

2410.14399 2025-02-11 cs.CL 78%

SylloBio-NLI: Evaluating Large Language Models on Biomedical Syllogistic Reasoning

Magdalena Wysocka, Danilo Carvalho, Oskar Wysocki, Marco Valentino, Andre Freitas

专题命中生物医学文本：biomedical(title,abstract)

2501.15700 2025-01-28 cs.CL 78%

Adapting Biomedical Abstracts into Plain language using Large Language Models

Haritha Gangavarapu, Giridhar Kaushik Ramachandran, Kevin Lybarger, Meliha Yetisgen, Özlem Uzuner

专题命中生物医学文本：biomedical(title,abstract)

Comments 8 pages, 2 figures, 4 tables

2501.14079 2025-01-27 cs.CL 78%

Enhancing Biomedical Relation Extraction with Directionality

Po-Ting Lai, Chih-Hsuan Wei, Shubo Tian, Robert Leaman, Zhiyong Lu

专题命中生物医学文本：biomedical(title,abstract)

2501.11632 2025-01-23 cs.CL cs.AI cs.CE cs.IR 78%

Biomedical Knowledge Graph: A Survey of Domains, Tasks, and Real-World Applications

Yuxing Lu, Sin Yee Goi, Xukai Zhao, Jinzhuo Wang

专题命中生物医学文本：biomedical(title,abstract)

Comments 45 pages, 4 figures, 3 tables. Updated figures

2501.01158 2025-01-22 cs.CL 78%

Attending To Syntactic Information In Biomedical Event Extraction Via Graph Neural Networks

Farshad Noravesh, Reza Haffari, Ong Huey Fang, Layki Soon, Sailaja Rajalana, Arghya Pal

专题命中生物医学文本：biomedical(title,abstract)

Comments 6 figures, 4 tables

2501.05155 2025-01-10 cs.CL cs.AI 78%

Biomedical Relation Extraction via Adaptive Document-Relation Cross-Mapping and Concept Unique Identifier

Yufei Shang, Yanrong Guo, Shijie Hao, Richang Hong

专题命中生物医学文本：biomedical(title,abstract)

Comments 13 pages, 6 figures

2501.00541 2025-01-03 cs.LO 78%

Formalization of Biological Circuit Block Diagrams for formally analyzing Biomedical Control Systems in pHRI Applications

Adnan Rashid, Sa'ed Abed, Osman Hasan

专题命中生物医学文本：biomedical(title,abstract)

Comments 11th International Conference on Mechatronics and Robotics Engineering (ICMRE), Lille, France, 2025

2406.10671 2024-12-31 cs.CL 78%

Augmenting Biomedical Named Entity Recognition with General-domain Resources

Yu Yin, Hyunjae Kim, Xiao Xiao, Chih Hsuan Wei, Jaewoo Kang, Zhiyong Lu, Hua Xu, Meng Fang, Qingyu Chen

专题命中生物医学文本：biomedical(title,abstract)

Comments Published in JBI 2024. We make data, codes, and models publicly available via https://github.com/qingyu-qc/bioner_gerbera

Journal ref J. Biomed. Inform.159 (2024) 104731

2412.15232 2024-12-23 cs.IR 78%

Ranking Narrative Query Graphs for Biomedical Document Retrieval (Technical Report)

Hermann Kroll, Pascal Sackhoff, Timo Breuer, Ralf Schenkel, Wolf-Tilo Balke

专题命中生物医学文本：biomedical(title,abstract)

Comments Technical Report of our accepted paper at AI4LAC@JCDL2024. 11 pages, 5 figures

2412.15229 2024-12-23 cs.IR 78%

Building an Explainable Graph-based Biomedical Paper Recommendation System (Technical Report)

Hermann Kroll, Christin K. Kreutz, Bill Matthias Thang, Philipp Schaer, Wolf-Tilo Balke

专题命中生物医学文本：biomedical(title,abstract)

Comments Technical Report of our accepted paper at AI4LAC@JCDL2024. 12 pages, 3 figures

2411.18069 2024-12-17 cs.IR 78%

Overview of TREC 2024 Biomedical Generative Retrieval (BioGen) Track

Deepak Gupta, Dina Demner-Fushman, William Hersh, Steven Bedrick, Kirk Roberts

专题命中生物医学文本：biomedical(title,abstract)

2412.08900 2024-12-13 cs.CL cs.AI 78%

AI-assisted Knowledge Discovery in Biomedical Literature to Support Decision-making in Precision Oncology

Ting He, Kory Kreimeyer, Mimi Najjar, Jonathan Spiker, Maria Fatteh, Valsamo Anagnostou, Taxiarchis Botsis

专题命中生物医学文本：biomedical(title,abstract)

Comments Accepted at AMIA Annual Symposium 2024

2407.13492 2024-12-05 cs.CL cs.AI 78%

Enhancing Biomedical Knowledge Discovery for Diseases: An Open-Source Framework Applied on Rett Syndrome and Alzheimer's Disease

Christos Theodoropoulos, Andrei Catalin Coman, James Henderson, Marie-Francine Moens

专题命中生物医学文本：biomedical(title,abstract)

Comments Published in IEEE Access, doi: 10.1109/ACCESS.2024.3509714

2302.01861 2024-12-05 stat.ME 78%

Covariance Matrix Estimation for High-Throughput Biomedical Data with Interconnected Communities

Yifan Yang, Chixiang Chen, Shuo Chen

专题命中生物医学文本：biomedical(title,abstract)

Journal ref The American Statistician 78-4 (2024) 401-411

2411.00024 2024-12-03 cs.CL cs.AI 78%

A Perspective for Adapting Generalist AI to Specialized Medical AI Applications and Their Challenges

Zifeng Wang, Hanyin Wang, Benjamin Danek, Ying Li, Christina Mack, Hoifung Poon, Yajuan Wang, Pranav Rajpurkar, Jimeng Sun

专题命中生物医学文本：medical AI(title,abstract)

2402.10527 2024-12-02 cs.CL cs.CR stat.AP 78%

Assessing biomedical knowledge robustness in large language models by query-efficient sampling attacks

R. Patrick Xian, Alex J. Lee, Satvik Lolla, Vincent Wang, Qiming Cui, Russell Ro, Reza Abbasi-Asl

专题命中生物医学文本：biomedical(title,abstract)

Comments 31 pages incl. appendix, accepted by TMLR

2409.03736 2024-11-25 cond-mat.mes-hall cond-mat.mtrl-sci 78%

Exploring Anisotropy Contributions in Mn$_\mathrm{x}$Co$_\mathrm{1-x}$Fe$_2$O$_4$ Ferrite Nanoparticles for Biomedical Applications

Marianna Gerina, Marco Sanna Angotzi, Valentina Mameli, Michal Mazur, Nicoletta Rusta, Elena Balica, Pavol Hrubovčák, Carla Cannas, Dirk Honecker, Dominika Zákutná

专题命中生物医学文本：biomedical(title,abstract)

Comments main manuscript 18 pages, 4 figures, supplemental: 9 pages, 4 figures

2411.12752 2024-11-21 cs.DL cs.CL 78%

A Library Perspective on Supervised Text Processing in Digital Libraries: An Investigation in the Biomedical Domain

Hermann Kroll, Pascal Sackhoff, Bill Matthias Thang, Maha Ksouri, Wolf-Tilo Balke

专题命中生物医学文本：biomedical(title,abstract)

Comments JCD2024 Full Paper, 12 pages, 6 figures

2208.02554 2024-11-19 cs.CL 78%

Vocabulary Transfer for Biomedical Texts: Add Tokens if You Can Not Add Data

Priyanka Singh, Vladislav D. Mosin, Ivan P. Yamshchikov

专题命中生物医学文本：biomedical(title,abstract)

2411.00041 2024-11-04 cs.CL cs.AI cs.DL cs.IR 78%

NeuroSym-BioCAT: Leveraging Neuro-Symbolic Methods for Biomedical Scholarly Document Categorization and Question Answering

Parvez Zamil, Gollam Rabby, Md. Sadekur Rahman, Sören Auer

专题命中生物医学文本：biomedical(title,abstract)

2410.21330 2024-10-30 cs.CL cs.AI 78%

LLM Robustness Against Misinformation in Biomedical Question Answering

Alexander Bondarenko, Adrian Viehweger

专题命中生物医学文本：biomedical(title,abstract)

2308.06454 2024-10-28 cs.CL 78%

Demonstration-based learning for few-shot biomedical named entity recognition under machine reading comprehension

Leilei Su, Jian Chen, Yifan Peng, Cong Sun

专题命中生物医学文本：biomedical(title,abstract)

1. 生物医学文本 4504 篇

BPQA Dataset: Evaluating How Well Language Models Leverage Blood Pressures to Answer Biomedical Questions

An evaluation of DeepSeek Models in Biomedical Natural Language Processing

Explainable Biomedical Claim Verification with Large Language Models

OntologyRAG: Better and Faster Biomedical Code Mapping with Retrieval-Augmented Generation (RAG) Leveraging Ontology Knowledge Graphs and Large Language Models

MMRAG: Multi-Mode Retrieval-Augmented Generation with Large Language Models for Biomedical In-Context Learning

A Structure-aware Generative Model for Biomedical Event Extraction

UM_FHS at TREC 2024 PLABA: Exploration of Fine-tuning and AI agent approach for plain language adaptations of biomedical text

Cancer Vaccine Adjuvant Name Recognition from Biomedical Literature using Large Language Models

SylloBio-NLI: Evaluating Large Language Models on Biomedical Syllogistic Reasoning

Adapting Biomedical Abstracts into Plain language using Large Language Models

Enhancing Biomedical Relation Extraction with Directionality

Biomedical Knowledge Graph: A Survey of Domains, Tasks, and Real-World Applications

Attending To Syntactic Information In Biomedical Event Extraction Via Graph Neural Networks

Biomedical Relation Extraction via Adaptive Document-Relation Cross-Mapping and Concept Unique Identifier

Formalization of Biological Circuit Block Diagrams for formally analyzing Biomedical Control Systems in pHRI Applications

Augmenting Biomedical Named Entity Recognition with General-domain Resources

Ranking Narrative Query Graphs for Biomedical Document Retrieval (Technical Report)

Building an Explainable Graph-based Biomedical Paper Recommendation System (Technical Report)

Overview of TREC 2024 Biomedical Generative Retrieval (BioGen) Track

AI-assisted Knowledge Discovery in Biomedical Literature to Support Decision-making in Precision Oncology

Enhancing Biomedical Knowledge Discovery for Diseases: An Open-Source Framework Applied on Rett Syndrome and Alzheimer's Disease

Covariance Matrix Estimation for High-Throughput Biomedical Data with Interconnected Communities

A Perspective for Adapting Generalist AI to Specialized Medical AI Applications and Their Challenges

Assessing biomedical knowledge robustness in large language models by query-efficient sampling attacks

Exploring Anisotropy Contributions in Mn$_\mathrm{x}$Co$_\mathrm{1-x}$Fe$_2$O$_4$ Ferrite Nanoparticles for Biomedical Applications

A Library Perspective on Supervised Text Processing in Digital Libraries: An Investigation in the Biomedical Domain

Vocabulary Transfer for Biomedical Texts: Add Tokens if You Can Not Add Data

NeuroSym-BioCAT: Leveraging Neuro-Symbolic Methods for Biomedical Scholarly Document Categorization and Question Answering

LLM Robustness Against Misinformation in Biomedical Question Answering

Demonstration-based learning for few-shot biomedical named entity recognition under machine reading comprehension