医学 AI - arXivDaily 专题

2504.16448 2025-04-24 cs.CL cs.AI 50%

EMRModel: A Large Language Model for Extracting Medical Consultation Dialogues into Structured Medical Records

Shuguang Zhao, Qiangzhong Feng, Zhiyang He, Peipei Sun, Yingying Wang, Xiaodong Tao, Xiaoliang Lu, Mei Cheng, Xinyue Wu, Yanyan Wang, Wei Liang

机构 * Taihe County People’s Hospital（太和县人民医院）； Innovation + Research Institute（创新+研究院）； GuoChuang Cloud Technology Ltd（国创云科技有限公司）； Xunfei Healthcare Technology Ltd（讯飞医疗科技有限公司）； University of Southern California（南加州大学）； The First Affiliated Hospital of Anhui Medical University（安徽医科大学第一附属医院）

专题命中医学数据与评测：diagnosis(abstract)

2504.15507 2025-04-24 cs.SE 50%

Automatically Detecting Numerical Instability in Machine Learning Applications via Soft Assertions

Shaila Sharmin, Anwar Hossain Zahid, Subhankar Bhattacharjee, Chiamaka Igwilo, Miryung Kim, Wei Le

专题命中医学数据与评测：MRI(abstract)

Comments 22 pages, 5 figures. Accepted at FSE 2025

2504.11186 2025-04-16 cs.CL cs.AI 50%

Benchmarking Next-Generation Reasoning-Focused Large Language Models in Ophthalmology: A Head-to-Head Evaluation on 5,888 Items

Minjie Zou, Sahana Srinivasan, Thaddaeus Wai Soon Lo, Ke Zou, Gabriel Dawei Yang, Xuguang Ai, Hyunjae Kim, Maxwell Singer, Fares Antaki, Kelvin Li, Robert Chang, Marcus Tan, David Ziyou Chen, Dianbo Liu, Qingyu Chen, Yih Chung Tham

专题命中医学数据与评测：diagnosis(abstract)

Comments 83 pages, 6 figures, 3 tables, 9 supplementary figures, 7 supplementary tables

2504.10073 2025-04-16 quant-ph 50%

Comparative Analysis of Quantum Support Vector Machines and Variational Quantum Classifiers for B-cell Epitope Prediction in Vaccine Design

Chi-Chuan Hwang, Cheng-Fang Su, Yi-Ang Hong

专题命中医学数据与评测：biomedical(abstract)

Comments 16 pages, 6 figures, 13 tables

2504.00993 2025-04-08 cs.CL cs.AI 50%

MedReason: Eliciting Factual Medical Reasoning Steps in LLMs via Knowledge Graphs

Juncheng Wu, Wenlong Deng, Xingxuan Li, Sheng Liu, Taomian Mi, Yifan Peng, Ziyang Xu, Yi Liu, Hyunjin Cho, Chang-In Choi, Yihan Cao, Hui Ren, Xiang Li, Xiaoxiao Li, Yuyin Zhou

专题命中医学数据与评测：diagnosis(abstract)

Comments 18 pages, 11 figures, 6 tables. Project page: https://github.com/UCSC-VLAA/MedReason

2504.02874 2025-04-07 cs.CL 50%

TheBlueScrubs-v1, a comprehensive curated medical dataset derived from the internet

Luis Felipe, Carlos Garcia, Issam El Naqa, Monique Shotande, Aakash Tripathi, Vivek Rudrapatna, Ghulam Rasool, Danielle Bitterman, Gilmer Valdes

专题命中医学数据与评测：medical AI(abstract)

Comments 22 pages, 8 figures, 10 tables

2409.15127 2025-04-04 cs.AI 50%

Pareto-Optimized Open-Source LLMs for Healthcare via Context Retrieval

Jordi Bayarri-Planas, Ashwin Kumar Gururajan, Dario Garcia-Gasulla

专题命中医学数据与评测：healthcare AI(abstract)

Comments 14 pages, 3 figures, 5 tables, Accepted for publication at the 21st International Conference on Artificial Intelligence Applications and Innovations (AIAI 2025)

2504.02068 2025-04-04 cs.CR 50%

Privacy-Preserving Edge Computing from Pairing-Based Inner Product Functional Encryption

Utsav Banerjee

专题命中医学数据与评测：biomedical(abstract)

Comments Published in 2023 IEEE Global Communications Conference (GLOBECOM)

Journal ref IEEE GLOBECOM (2023) 2184-2189

2504.00756 2025-04-02 cs.CL 50%

RECKON: Large-scale Reference-based Efficient Knowledge Evaluation for Large Language Model

Lin Zhang, Zhouhong Gu, Xiaoran Shi, Hongwei Feng, Yanghua Xiao

专题命中医学数据与评测：biomedical(abstract)

2310.14558 2025-04-02 cs.CL cs.AI 50%

AlpaCare:Instruction-tuned Large Language Models for Medical Application

Xinlu Zhang, Chenxin Tian, Xianjun Yang, Lichang Chen, Zekun Li, Linda Ruth Petzold

专题命中医学数据与评测：biomedical(abstract)

2503.23400 2025-04-01 cs.DL 50%

Is Journal Citation Indicator a good metric for Art & Humanities Journals currently?

Yu Liao, Li Li, Zhesi Shen

专题命中医学数据与评测：CT(abstract)

2502.16457 2025-03-20 cs.CL 50%

Towards Fully-Automated Materials Discovery via Large-Scale Synthesis Dataset and Expert-Level LLM-as-a-Judge

Heegyu Kim, Taeyang Jeon, Seungtaek Choi, Ji Hoon Hong, Dong Won Jeon, Ga-Yeon Baek, Gyeong-Won Kwak, Dong-Hee Lee, Jisu Bae, Chihoon Lee, Yunseo Kim, Seon-Jin Choi, Jin-Seong Park, Sung Beom Cho, Hyunsouk Cho

专题命中医学数据与评测：biomedical(abstract)

Comments under review

2503.12312 2025-03-18 cs.SE 50%

FlakeRanker: Automated Identification and Prioritization of Flaky Job Failure Categories

Henri Aïdasso

专题命中医学数据与评测：diagnosis(abstract)

Comments Artifact awarded the Reusable badge at the 47th International Conference on Software Engineering - ICSE 2025 Artifact Evaluation Track

2503.06166 2025-03-18 cs.CR cs.AI 50%

Secure On-Device Video OOD Detection Without Backpropagation

Shawn Li, Peilin Cai, Yuxiao Zhou, Zhiyu Ni, Renjie Liang, You Qin, Yi Nian, Zhengzhong Tu, Xiyang Hu, Yue Zhao

专题命中医学数据与评测：diagnosis(abstract)

2503.00025 2025-03-18 cs.CL cs.AI 50%

Evaluating Large Language Models on the Spanish Medical Intern Resident (MIR) Examination 2024/2025:A Comparative Analysis of Clinical Reasoning and Knowledge Application

Carlos Luengo Vera, Ignacio Ferro Picon, M. Teresa del Val Nunez, Jose Andres Gomez Gandia, Antonio de Lucas Ancillo, Victor Ramos Arroyo, Carlos Milan Figueredo

专题命中医学数据与评测：medical AI(abstract)

Comments 26 pages, 1 table, 7 figures

2404.12827 2025-03-11 cs.CL 50%

An Evaluation Benchmark for Adverse Drug Event Prediction from Clinical Trial Results

Anthony Yazdani, Alban Bornet, Philipp Khlebnikov, Boya Zhang, Hossein Rouhizadeh, Poorya Amini, Douglas Teodoro

专题命中医学数据与评测：CT(abstract)

2503.04232 2025-03-07 cs.CL 50%

Tgea: An error-annotated dataset and benchmark tasks for text generation from pretrained language models

Jie He, Bo Peng, Yi Liao, Qun Liu, Deyi Xiong

专题命中医学数据与评测：diagnosis(abstract)

Comments ACL 2021

2503.02365 2025-03-07 cs.AI cs.CL 50%

EchoQA: A Large Collection of Instruction Tuning Data for Echocardiogram Reports

Lama Moukheiber, Mira Moukheiber, Dana Moukheiiber, Jae-Woo Ju, Hyung-Chul Lee

专题命中医学数据与评测：biomedical(abstract)

Comments NeurIPS SafeGenAI 2024

2308.14460 2025-03-06 cs.SE 50%

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]

2503.02862 2025-03-05 cs.CR cs.DB 50%

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)

2502.20868 2025-03-03 cs.CL 50%

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)

2502.15397 2025-02-24 physics.optics cs.AI 50%

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)

2502.07575 2025-02-24 eess.AS cs.CL 50%

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

2501.16149 2025-02-18 cs.SE 50%

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)

2502.09156 2025-02-14 cs.CL 50%

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)

2502.08073 2025-02-13 cs.CY 50%

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

2408.12812 2025-02-10 cs.CL 50%

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

2502.01243 2025-02-04 cs.CL cs.AI 50%

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)

2501.09897 2025-01-20 cs.DL 50%

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

2501.09030 2025-01-17 physics.ins-det 50%

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)

1. 医学数据与评测 2124 篇

EMRModel: A Large Language Model for Extracting Medical Consultation Dialogues into Structured Medical Records

Automatically Detecting Numerical Instability in Machine Learning Applications via Soft Assertions

Benchmarking Next-Generation Reasoning-Focused Large Language Models in Ophthalmology: A Head-to-Head Evaluation on 5,888 Items

Comparative Analysis of Quantum Support Vector Machines and Variational Quantum Classifiers for B-cell Epitope Prediction in Vaccine Design

MedReason: Eliciting Factual Medical Reasoning Steps in LLMs via Knowledge Graphs

TheBlueScrubs-v1, a comprehensive curated medical dataset derived from the internet

Pareto-Optimized Open-Source LLMs for Healthcare via Context Retrieval

Privacy-Preserving Edge Computing from Pairing-Based Inner Product Functional Encryption

RECKON: Large-scale Reference-based Efficient Knowledge Evaluation for Large Language Model

AlpaCare:Instruction-tuned Large Language Models for Medical Application

Is Journal Citation Indicator a good metric for Art & Humanities Journals currently?

Towards Fully-Automated Materials Discovery via Large-Scale Synthesis Dataset and Expert-Level LLM-as-a-Judge

FlakeRanker: Automated Identification and Prioritization of Flaky Job Failure Categories

Secure On-Device Video OOD Detection Without Backpropagation

Evaluating Large Language Models on the Spanish Medical Intern Resident (MIR) Examination 2024/2025:A Comparative Analysis of Clinical Reasoning and Knowledge Application

An Evaluation Benchmark for Adverse Drug Event Prediction from Clinical Trial Results

Tgea: An error-annotated dataset and benchmark tasks for text generation from pretrained language models

EchoQA: A Large Collection of Instruction Tuning Data for Echocardiogram Reports

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

Privacy and Accuracy-Aware AI/ML Model Deduplication

ProBench: Benchmarking Large Language Models in Competitive Programming

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

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

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

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

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

Grounding Fallacies Misrepresenting Scientific Publications in Evidence

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

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

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