医学 AI

STEAM: Simulating the InTeractive BEhavior of ProgrAMmers for Automatic Bug Fixing

Yuwei Zhang, Zhi Jin, Ying Xing, Ge Li

专题命中 医学数据与评测 ：diagnosis(abstract)

Comments 13 pages, 8 figures

Journal ref ACM Transactions on Software Engineering and Methodology [2025]

Privacy and Accuracy-Aware AI/ML Model Deduplication

Hong Guan, Lei Yu, Lixi Zhou, Li Xiong, Kanchan Chowdhury, Lulu Xie, Xusheng Xiao, Jia Zou

专题命中 医学数据与评测 ：diagnosis(abstract)

ProBench: Benchmarking Large Language Models in Competitive Programming

Lei Yang, Renren Jin, Ling Shi, Jianxiang Peng, Yue Chen, Deyi Xiong

专题命中 医学数据与评测 ：diagnosis(abstract)

Super-Resolution for Interferometric Imaging: Model Comparisons and Performance Analysis

Hasan Berkay Abdioglu, Rana Gursoy, Yagmur Isik, Ibrahim Cem Balci, Taha Unal, Kerem Bayer, Mustafa Ismail Inal, Nehir Serin, Muhammed Furkan Kosar, Gokhan Bora Esmer, Huseyin Uvet

专题命中 医学数据与评测 ：biomedical(abstract)

Towards Efficient and Multifaceted Computer-assisted Pronunciation Training Leveraging Hierarchical Selective State Space Model and Decoupled Cross-entropy Loss

Fu-An Chao, Berlin Chen

专题命中 医学数据与评测 ：diagnosis(abstract)

Comments Accepted to NAACL 2025 main conference

PATCH: Empowering Large Language Model with Programmer-Intent Guidance and Collaborative-Behavior Simulation for Automatic Bug Fixing

Yuwei Zhang, Zhi Jin, Ying Xing, Ge Li, Fang Liu, Jiaxin Zhu, Wensheng Dou, Jun Wei

专题命中 医学数据与评测 ：diagnosis(abstract)

Comments Preprint, to appear in the ACM Transactions on Software Engineering and Methodology (TOSEM)

Improving TCM Question Answering through Tree-Organized Self-Reflective Retrieval with LLMs

Chang Liu, Ying Chang, Jianmin Li, Yiqian Qu, Yu Li, Lingyong Cao, Shuyuan Lin

专题命中 医学数据与评测 ：diagnosis(abstract)

Large language models perpetuate bias in palliative care: development and analysis of the Palliative Care Adversarial Dataset (PCAD)

Naomi Akhras, Fares Antaki, Fannie Mottet, Olivia Nguyen, Shyam Sawhney, Sabrina Bajwah, Joanna M Davies

专题命中 医学数据与评测 ：diagnosis(abstract)

Comments The complete PCAD datasets are available on Figshare: dx.doi.org/10.6084/m9.figshare.28396016

Grounding Fallacies Misrepresenting Scientific Publications in Evidence

Max Glockner, Yufang Hou, Preslav Nakov, Iryna Gurevych

专题命中 医学数据与评测 ：biomedical(abstract)

Comments Accepted to NAACL 2025

OphthBench: A Comprehensive Benchmark for Evaluating Large Language Models in Chinese Ophthalmology

Chengfeng Zhou, Ji Wang, Juanjuan Qin, Yining Wang, Ling Sun, Weiwei Dai

专题命中 医学数据与评测 ：diagnosis(abstract)

Decoding Patterns of Data Generation Teams for Clinical and Scientific Success: Insights from the Bridge2AI Talent Knowledge Graph

Jiawei Xu, Qingnan Xie, Meijun Liu, Zhandos Sembay, Swathi Thaker, Pamela Payne-Foster, Jake Chen, Ying Ding

专题命中 医学数据与评测 ：biomedical(abstract)

Comments Accepted by JCDL 2024

Determination and evaluation of the critical liquid nitrogen for superconducting levitator based on a novel temperature-weight coupling measurement device

Peng Pang, Jun Zheng, Chenling Xian

专题命中 医学数据与评测 ：diagnosis(abstract)

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

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

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

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

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

The Harmonic Indel Distance

Bob Pepin

专题命中 医学数据与评测 ：biomedical(abstract)

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)

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)

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)

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

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)

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

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

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

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)

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

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

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