医学 AI - arXivDaily 专题

2408.15264 2025-01-14 cs.HC 50%

Validation Requirements for AI-based Intervention-Evaluation in Aging and Longevity Research and Practice

Georg Fuellen, Anton Kulaga, Sebastian Lobentanzer, Maximilian Unfried, Roberto Avelar, Daniel Palmer, Brian K. Kennedy

专题命中医学数据与评测：biomedical(abstract)

Comments 11 pages, 1 Figure, 1 Table

Journal ref Ageing Research Reviews (2025), 104, 102617

2404.12935 2025-01-07 cs.CE 50%

FAIR Jupyter: a knowledge graph approach to semantic sharing and granular exploration of a computational notebook reproducibility dataset

Sheeba Samuel, Daniel Mietchen

专题命中医学数据与评测：biomedical(abstract)

Journal ref Transactions on Graph Data and Knowledge (TGDK), Volume 2, Issue 2, pp. 4:1-4:24, 2024

2408.12142 2024-12-30 cs.CL cs.AI 50%

MDD-5k: A New Diagnostic Conversation Dataset for Mental Disorders Synthesized via Neuro-Symbolic LLM Agents

Congchi Yin, Feng Li, Shu Zhang, Zike Wang, Jun Shao, Piji Li, Jianhua Chen, Xun Jiang

专题命中医学数据与评测：diagnosis(abstract)

Comments Accepted by the 39th Annual AAAI Conference on Artificial Intelligence

2402.18620 2024-12-24 physics.med-ph physics.optics 50%

Exploitation of the nonresonant background of Multiplex-Coherent anti-Stokes Raman Scattering for label-free discrimination of proteins

Malik Nafa, Tigran Mansuryan, Vincent Couderc, Alessandro Tonello, Lionel Rechignat, Marc Fabert, Laetitia Magnol, Véronique Blanquet, Fabienne Baraige, Claire Carrion, Jean-René Duclère, Claire Lefort

专题命中医学数据与评测：biomedical(abstract)

Comments 12 pages, 5 figures

2412.11394 2024-12-17 cs.HC 50%

Privacy-Preserving Brain-Computer Interfaces: A Systematic Review

K. Xia, W. Duch, Y. Sun, K. Xu, W. Fang, H. Luo, Y. Zhang, D. Sang, X. Xu, F-Y Wang, D. Wu

专题命中医学数据与评测：diagnosis(abstract)

Journal ref IEEE Trans. on Computational Social Systems, 10(5):2312-2324, 2023

2011.04072 2024-12-13 cs.DM 50%

The Harmonic Indel Distance

Bob Pepin

专题命中医学数据与评测：biomedical(abstract)

2403.01469 2024-12-10 cs.CL 50%

KorMedMCQA: Multi-Choice Question Answering Benchmark for Korean Healthcare Professional Licensing Examinations

Sunjun Kweon, Byungjin Choi, Gyouk Chu, Junyeong Song, Daeun Hyeon, Sujin Gan, Jueon Kim, Minkyu Kim, Rae Woong Park, Edward Choi

专题命中医学数据与评测：healthcare AI(abstract)

2402.18545 2024-11-26 cs.CY 50%

Crowdsourcing Dermatology Images with Google Search Ads: Creating a Real-World Skin Condition Dataset

Abbi Ward, Jimmy Li, Julie Wang, Sriram Lakshminarasimhan, Ashley Carrick, Bilson Campana, Jay Hartford, Pradeep Kumar S, Tiya Tiyasirichokchai, Sunny Virmani, Renee Wong, Yossi Matias, Greg S. Corrado, Dale R. Webster, Dawn Siegel, Steven Lin, Justin Ko, Alan Karthikesalingam, Christopher Semturs, Pooja Rao

专题命中医学数据与评测：diagnosis(abstract)

Journal ref JAMA Network Open (2024)

2411.14487 2024-11-25 cs.CL cs.AI cs.CY 50%

Ensuring Safety and Trust: Analyzing the Risks of Large Language Models in Medicine

Yifan Yang, Qiao Jin, Robert Leaman, Xiaoyu Liu, Guangzhi Xiong, Maame Sarfo-Gyamfi, Changlin Gong, Santiago Ferrière-Steinert, W. John Wilbur, Xiaojun Li, Jiaxin Yuan, Bang An, Kelvin S. Castro, Francisco Erramuspe Álvarez, Matías Stockle, Aidong Zhang, Furong Huang, Zhiyong Lu

专题命中医学数据与评测：medical AI(abstract)

2411.13775 2024-11-22 cs.CL cs.AI 50%

Benchmarking GPT-4 against Human Translators: A Comprehensive Evaluation Across Languages, Domains, and Expertise Levels

Jianhao Yan, Pingchuan Yan, Yulong Chen, Jing Li, Xianchao Zhu, Yue Zhang

专题命中医学数据与评测：biomedical(abstract)

Comments Work in progress

2407.05250 2024-11-18 cs.CL 50%

CLIMB: A Benchmark of Clinical Bias in Large Language Models

Yubo Zhang, Shudi Hou, Mingyu Derek Ma, Wei Wang, Muhao Chen, Jieyu Zhao

专题命中医学数据与评测：diagnosis(abstract)

2411.09255 2024-11-15 cs.CL 50%

DAHL: Domain-specific Automated Hallucination Evaluation of Long-Form Text through a Benchmark Dataset in Biomedicine

Jean Seo, Jongwon Lim, Dongjun Jang, Hyopil Shin

专题命中医学数据与评测：biomedical(abstract)

Comments EMNLP2024/FEVER

2411.05521 2024-11-15 cs.DB cs.AI 50%

SM3-Text-to-Query: Synthetic Multi-Model Medical Text-to-Query Benchmark

Sithursan Sivasubramaniam, Cedric Osei-Akoto, Yi Zhang, Kurt Stockinger, Jonathan Fuerst

专题命中医学数据与评测：CT(abstract)

Comments NeurIPS 2024 Track Datasets and Benchmarks

2311.08303 2024-11-13 cs.CL cs.AI 50%

Extrinsically-Focused Evaluation of Omissions in Medical Summarization

Elliot Schumacher, Daniel Rosenthal, Dhruv Naik, Varun Nair, Luladay Price, Geoffrey Tso, Anitha Kannan

专题命中医学数据与评测：diagnosis(abstract)

Comments Accepted to ML4H 2024

2411.06252 2024-11-12 physics.med-ph 50%

A deep learning model for inter-fraction head and neck anatomical changes

Tiberiu Burlacu, Mischa Hoogeman, Danny Lathouwers, Zoltán Perkó

专题命中医学数据与评测：CT(abstract)

2411.00069 2024-11-04 cs.CR cs.AI 50%

Meta-Sealing: A Revolutionizing Integrity Assurance Protocol for Transparent, Tamper-Proof, and Trustworthy AI System

Mahesh Vaijainthymala Krishnamoorthy

专题命中医学数据与评测：healthcare AI(abstract)

Comments 24 pages, 3 figures and 10 Code blocks, to be presented in the conference

2411.00052 2024-11-04 cs.CL cs.AI 50%

Larger models yield better results? Streamlined severity classification of ADHD-related concerns using BERT-based knowledge distillation

Ahmed Akib Jawad Karim, Kazi Hafiz Md. Asad, Md. Golam Rabiul Alam

专题命中医学数据与评测：diagnosis(abstract)

Comments 20 figures, 31 pages, review 1 from plos one journal

2406.03949 2024-10-30 cs.CL 50%

UltraMedical: Building Specialized Generalists in Biomedicine

Kaiyan Zhang, Sihang Zeng, Ermo Hua, Ning Ding, Zhang-Ren Chen, Zhiyuan Ma, Haoxin Li, Ganqu Cui, Biqing Qi, Xuekai Zhu, Xingtai Lv, Hu Jinfang, Zhiyuan Liu, Bowen Zhou

专题命中医学数据与评测：biomedical(abstract)

Comments Camera ready version for NeurIPS 2024 D&B Track

2405.05938 2024-10-22 cs.CL 50%

DOLOMITES: Domain-Specific Long-Form Methodical Tasks

Chaitanya Malaviya, Priyanka Agrawal, Kuzman Ganchev, Pranesh Srinivasan, Fantine Huot, Jonathan Berant, Mark Yatskar, Dipanjan Das, Mirella Lapata, Chris Alberti

专题命中医学数据与评测：diagnosis(abstract)

Comments Accepted to TACL; to be presented at EMNLP 2024. Dataset available at https://dolomites-benchmark.github.io

2410.12722 2024-10-17 cs.CL 50%

WorldMedQA-V: a multilingual, multimodal medical examination dataset for multimodal language models evaluation

João Matos, Shan Chen, Siena Placino, Yingya Li, Juan Carlos Climent Pardo, Daphna Idan, Takeshi Tohyama, David Restrepo, Luis F. Nakayama, Jose M. M. Pascual-Leone, Guergana Savova, Hugo Aerts, Leo A. Celi, A. Ian Wong, Danielle S. Bitterman, Jack Gallifant

专题命中医学数据与评测：medical image(abstract)

Comments submitted for review, total of 14 pages

2410.05235 2024-10-10 cs.CL cs.AI 50%

CasiMedicos-Arg: A Medical Question Answering Dataset Annotated with Explanatory Argumentative Structures

Ekaterina Sviridova, Anar Yeginbergen, Ainara Estarrona, Elena Cabrio, Serena Villata, Rodrigo Agerri

专题命中医学数据与评测：diagnosis(abstract)

Comments 9 pages

Journal ref EMNLP 2024

2311.09581 2024-10-04 cs.CL 50%

DocLens: Multi-aspect Fine-grained Evaluation for Medical Text Generation

Yiqing Xie, Sheng Zhang, Hao Cheng, Pengfei Liu, Zelalem Gero, Cliff Wong, Tristan Naumann, Hoifung Poon, Carolyn Rose

专题命中医学数据与评测：radiology(abstract)

Comments ACL Camera Ready Version

2409.14302 2024-10-03 cs.CL cs.AI 50%

Reliable and diverse evaluation of LLM medical knowledge mastery

Yuxuan Zhou, Xien Liu, Chen Ning, Xiao Zhang, Ji Wu

专题命中医学数据与评测：diagnosis(abstract)

Comments 20 pages, 11 figures

2408.12547 2024-09-06 cs.CL 50%

Towards Evaluating and Building Versatile Large Language Models for Medicine

Chaoyi Wu, Pengcheng Qiu, Jinxin Liu, Hongfei Gu, Na Li, Ya Zhang, Yanfeng Wang, Weidi Xie

专题命中医学数据与评测：diagnosis(abstract)

2408.03127 2024-08-07 cs.CL 50%

Lisbon Computational Linguists at SemEval-2024 Task 2: Using A Mistral 7B Model and Data Augmentation

Artur Guimarães, Bruno Martins, João Magalhães

专题命中医学数据与评测：biomedical(abstract)

Comments 8 pages, 1 figure, submitted and accepted into the "18th International Workshop on Semantic Evaluation (SemEval-2024)"

Journal ref Proceedings of the 18th International Workshop on Semantic Evaluation (SemEval-2024) (2024) 1280-1287

2407.20564 2024-07-31 cs.CL 50%

CLR-Fact: Evaluating the Complex Logical Reasoning Capability of Large Language Models over Factual Knowledge

Tianshi Zheng, Jiaxin Bai, Yicheng Wang, Tianqing Fang, Yue Guo, Yauwai Yim, Yangqiu Song

专题命中医学数据与评测：biomedical(abstract)

Comments 9 pages

2407.08554 2024-07-30 cs.AI cs.HC 50%

Establishing Rigorous and Cost-effective Clinical Trials for Artificial Intelligence Models

Wanling Gao, Yunyou Huang, Dandan Cui, Zhuoming Yu, Wenjing Liu, Xiaoshuang Liang, Jiahui Zhao, Jiyue Xie, Hao Li, Li Ma, Ning Ye, Yumiao Kang, Dingfeng Luo, Peng Pan, Wei Huang, Zhongmou Liu, Jizhong Hu, Gangyuan Zhao, Chongrong Jiang, Fan Huang, Tianyi Wei, Suqin Tang, Bingjie Xia, Zhifei Zhang, Jianfeng Zhan

专题命中医学数据与评测：diagnosis(abstract)

Comments 24 pages

2405.01686 2024-07-26 cs.CL cs.AI 50%

Automatically Extracting Numerical Results from Randomized Controlled Trials with Large Language Models

Hye Sun Yun, David Pogrebitskiy, Iain J. Marshall, Byron C. Wallace

专题命中医学数据与评测：biomedical(abstract)

Comments 25 pages, 7 figures, 6 tables, MLHC 2024

2405.02327 2024-07-15 cs.AI 50%

CausalLP: Learning causal relations with weighted knowledge graph link prediction

Utkarshani Jaimini, Cory Henson, Amit P. Sheth

专题命中医学数据与评测：diagnosis(abstract)

Comments 9 pages, 8 figures

2406.06331 2024-07-04 cs.CL cs.AI 50%

MedExQA: Medical Question Answering Benchmark with Multiple Explanations

Yunsoo Kim, Jinge Wu, Yusuf Abdulle, Honghan Wu

专题命中医学数据与评测：pathology(abstract)

Comments Accepted to ACL2024 BioNLP Workshop

1. 医学数据与评测 2124 篇

Validation Requirements for AI-based Intervention-Evaluation in Aging and Longevity Research and Practice

FAIR Jupyter: a knowledge graph approach to semantic sharing and granular exploration of a computational notebook reproducibility dataset

MDD-5k: A New Diagnostic Conversation Dataset for Mental Disorders Synthesized via Neuro-Symbolic LLM Agents

Exploitation of the nonresonant background of Multiplex-Coherent anti-Stokes Raman Scattering for label-free discrimination of proteins

Privacy-Preserving Brain-Computer Interfaces: A Systematic Review

The Harmonic Indel Distance

KorMedMCQA: Multi-Choice Question Answering Benchmark for Korean Healthcare Professional Licensing Examinations

Crowdsourcing Dermatology Images with Google Search Ads: Creating a Real-World Skin Condition Dataset

Ensuring Safety and Trust: Analyzing the Risks of Large Language Models in Medicine

Benchmarking GPT-4 against Human Translators: A Comprehensive Evaluation Across Languages, Domains, and Expertise Levels

CLIMB: A Benchmark of Clinical Bias in Large Language Models

DAHL: Domain-specific Automated Hallucination Evaluation of Long-Form Text through a Benchmark Dataset in Biomedicine

SM3-Text-to-Query: Synthetic Multi-Model Medical Text-to-Query Benchmark

Extrinsically-Focused Evaluation of Omissions in Medical Summarization

A deep learning model for inter-fraction head and neck anatomical changes

Meta-Sealing: A Revolutionizing Integrity Assurance Protocol for Transparent, Tamper-Proof, and Trustworthy AI System

Larger models yield better results? Streamlined severity classification of ADHD-related concerns using BERT-based knowledge distillation

UltraMedical: Building Specialized Generalists in Biomedicine

DOLOMITES: Domain-Specific Long-Form Methodical Tasks

WorldMedQA-V: a multilingual, multimodal medical examination dataset for multimodal language models evaluation

CasiMedicos-Arg: A Medical Question Answering Dataset Annotated with Explanatory Argumentative Structures

DocLens: Multi-aspect Fine-grained Evaluation for Medical Text Generation

Reliable and diverse evaluation of LLM medical knowledge mastery

Towards Evaluating and Building Versatile Large Language Models for Medicine

Lisbon Computational Linguists at SemEval-2024 Task 2: Using A Mistral 7B Model and Data Augmentation

CLR-Fact: Evaluating the Complex Logical Reasoning Capability of Large Language Models over Factual Knowledge

Establishing Rigorous and Cost-effective Clinical Trials for Artificial Intelligence Models

Automatically Extracting Numerical Results from Randomized Controlled Trials with Large Language Models

CausalLP: Learning causal relations with weighted knowledge graph link prediction

MedExQA: Medical Question Answering Benchmark with Multiple Explanations