医学 AI - arXivDaily 专题

2407.01896 2024-07-03 cs.CL cs.IR 50%

LogEval: A Comprehensive Benchmark Suite for Large Language Models In Log Analysis

Tianyu Cui, Shiyu Ma, Ziang Chen, Tong Xiao, Shimin Tao, Yilun Liu, Shenglin Zhang, Duoming Lin, Changchang Liu, Yuzhe Cai, Weibin Meng, Yongqian Sun, Dan Pei

专题命中医学数据与评测：diagnosis(abstract)

2407.00764 2024-07-02 cs.CL cs.AI 50%

Characterizing Stereotypical Bias from Privacy-preserving Pre-Training

Stefan Arnold, Rene Gröbner, Annika Schreiner

专题命中医学数据与评测：diagnosis(abstract)

2406.12036 2024-07-02 cs.CL cs.AI 50%

MedCalc-Bench: Evaluating Large Language Models for Medical Calculations

Nikhil Khandekar, Qiao Jin, Guangzhi Xiong, Soren Dunn, Serina S Applebaum, Zain Anwar, Maame Sarfo-Gyamfi, Conrad W Safranek, Abid A Anwar, Andrew Zhang, Aidan Gilson, Maxwell B Singer, Amisha Dave, Andrew Taylor, Aidong Zhang, Qingyu Chen, Zhiyong Lu

专题命中医学数据与评测：diagnosis(abstract)

Comments Github link: https://github.com/ncbi-nlp/MedCalc-Bench HuggingFace link: https://huggingface.co/datasets/nsk7153/MedCalc-Bench

2404.00376 2024-07-02 cs.CL 50%

Small Language Models Learn Enhanced Reasoning Skills from Medical Textbooks

Hyunjae Kim, Hyeon Hwang, Jiwoo Lee, Sihyeon Park, Dain Kim, Taewhoo Lee, Chanwoong Yoon, Jiwoong Sohn, Donghee Choi, Jaewoo Kang

专题命中医学数据与评测：medical AI(abstract)

Comments Added new LLaMA-3-based models and experiments on NEJM case challenges

2404.03189 2024-06-10 cs.CL cs.AI 50%

The Probabilities Also Matter: A More Faithful Metric for Faithfulness of Free-Text Explanations in Large Language Models

Noah Y. Siegel, Oana-Maria Camburu, Nicolas Heess, Maria Perez-Ortiz

专题命中医学数据与评测：CT(abstract)

Comments To be published in ACL 2024. 19 pages, 2 figures

2402.17244 2024-06-10 physics.med-ph 50%

The status and challenges for prostate SBRT treatments in United States proton therapy centers: An NRG Oncology practice survey

Jiajian Shen, Paige A. Taylor, Carlos E. Vargas, Minglei Kang, Jatinder Saini, Jun Zhou, Peilong Wang, Wei Liu, Charles B. Simone, Ying Xiao, Liyong Lin

专题命中医学数据与评测：MRI(abstract)

2406.03699 2024-06-07 cs.CL 50%

M-QALM: A Benchmark to Assess Clinical Reading Comprehension and Knowledge Recall in Large Language Models via Question Answering

Anand Subramanian, Viktor Schlegel, Abhinav Ramesh Kashyap, Thanh-Tung Nguyen, Vijay Prakash Dwivedi, Stefan Winkler

专题命中医学数据与评测：biomedical(abstract)

Comments Accepted at ACL 2024 (Findings)

2406.03181 2024-06-06 cs.CL 50%

Missci: Reconstructing Fallacies in Misrepresented Science

Max Glockner, Yufang Hou, Preslav Nakov, Iryna Gurevych

专题命中医学数据与评测：biomedical(abstract)

Comments ACL 2024 (main)

2406.02908 2024-06-06 physics.med-ph 50%

The HS-CMU Dataset for Diagnosing Benign and Malignant Diseases through Hysteroscopy

Ruxue Han, Yuantao Xie, Kangze You, Lijun Cao, Hua Li

专题命中医学数据与评测：diagnosis(abstract)

2405.10893 2024-05-20 cs.CL cs.AI 50%

COGNET-MD, an evaluation framework and dataset for Large Language Model benchmarks in the medical domain

Dimitrios P. Panagoulias, Persephone Papatheodosiou, Anastasios P. Palamidas, Mattheos Sanoudos, Evridiki Tsoureli-Nikita, Maria Virvou, George A. Tsihrintzis

专题命中医学数据与评测：diagnosis(abstract)

Comments Technical Paper

2007.10609 2024-05-07 cs.HC 50%

SUBPLEX: Towards a Better Understanding of Black Box Model Explanations at the Subpopulation Level

Jun Yuan, Gromit Yeuk-Yin Chan, Brian Barr, Kyle Overton, Kim Rees, Luis Gustavo Nonato, Enrico Bertini, Claudio T. Silva

专题命中医学数据与评测：diagnosis(abstract)

2404.13236 2024-05-06 cs.DC cs.ET 50%

LLMChain: Blockchain-based Reputation System for Sharing and Evaluating Large Language Models

Mouhamed Amine Bouchiha, Quentin Telnoff, Souhail Bakkali, Ronan Champagnat, Mourad Rabah, Mickaël Coustaty, Yacine Ghamri-Doudane

专题命中医学数据与评测：diagnosis(abstract)

Comments Paper accepted at IEEE 48th Annual Computers, Software, and Applications Conference (COMPSAC) IEEE, Osaka, Japan (2024)

2404.09135 2024-04-16 cs.CL 50%

Unveiling LLM Evaluation Focused on Metrics: Challenges and Solutions

Taojun Hu, Xiao-Hua Zhou

专题命中医学数据与评测：biomedical(abstract)

2404.06122 2024-04-10 physics.med-ph 50%

In-vivo imaging of the human thalamus: a comprehensive evaluation of structural magnetic resonance imaging approaches for thalamic nuclei differentiation at 7T

Cristina Sainz Martinez, José P. Marques, Gabriele Bonanno, Tom Hilbert, Constantin Tuleasca, Meritxell Bach Cuadra, João Jorge

专题命中医学数据与评测：MRI(abstract)

Comments 39 pages, 6 figures, 3 tables, 8 supplementary figures

2404.04098 2024-04-08 cs.CR 50%

You Can Use But Cannot Recognize: Preserving Visual Privacy in Deep Neural Networks

Qiushi Li, Yan Zhang, Ju Ren, Qi Li, Yaoxue Zhang

专题命中医学数据与评测：medical image(abstract)

Comments 18 pages, 11 figures

2404.03977 2024-04-08 cs.CL 50%

SEME at SemEval-2024 Task 2: Comparing Masked and Generative Language Models on Natural Language Inference for Clinical Trials

Mathilde Aguiar, Pierre Zweigenbaum, Nona Naderi

专题命中医学数据与评测：biomedical(abstract)

2404.00998 2024-04-02 cs.CL cs.AI 50%

LLM-RadJudge: Achieving Radiologist-Level Evaluation for X-Ray Report Generation

Zilong Wang, Xufang Luo, Xinyang Jiang, Dongsheng Li, Lili Qiu

专题命中医学数据与评测：radiology(abstract)

Comments 11 pages, 6 figures

2403.16446 2024-03-26 cs.CL 50%

Towards Automatic Evaluation for LLMs' Clinical Capabilities: Metric, Data, and Algorithm

Lei Liu, Xiaoyan Yang, Fangzhou Li, Chenfei Chi, Yue Shen, Shiwei Lyu Ming Zhang, Xiaowei Ma, Xiangguo Lyu, Liya Ma, Zhiqiang Zhang, Wei Xue, Yiran Huang, Jinjie Gu

专题命中医学数据与评测：diagnosis(abstract)

2308.10828 2024-03-26 cs.SE 50%

A Large-Scale Evaluation for Log Parsing Techniques: How Far Are We?

Zhihan Jiang, Jinyang Liu, Junjie Huang, Yichen Li, Yintong Huo, Jiazhen Gu, Zhuangbin Chen, Jieming Zhu, Michael R. Lyu

专题命中医学数据与评测：diagnosis(abstract)

Comments This paper was accepted by 33rd ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA 2024)

2307.02591 2024-03-26 cs.CL cs.AI 50%

ODD: A Benchmark Dataset for the Natural Language Processing based Opioid Related Aberrant Behavior Detection

Sunjae Kwon, Xun Wang, Weisong Liu, Emily Druhl, Minhee L. Sung, Joel I. Reisman, Wenjun Li, Robert D. Kerns, William Becker, Hong Yu

专题命中医学数据与评测：biomedical(abstract)

Comments To be appeared at NAACL 2024

2403.10920 2024-03-19 cs.CR 50%

Batch-oriented Element-wise Approximate Activation for Privacy-Preserving Neural Networks

Peng Zhang, Ao Duan, Xianglu Zou, Yuhong Liu

专题命中医学数据与评测：diagnosis(abstract)

2402.16969 2024-02-28 stat.ME 50%

Robust Evaluation of Longitudinal Surrogate Markers with Censored Data

Denis Agniel, Layla Parast

专题命中医学数据与评测：diagnosis(abstract)

2402.13498 2024-02-22 cs.CL 50%

The Lay Person's Guide to Biomedicine: Orchestrating Large Language Models

Zheheng Luo, Qianqian Xie, Sophia Ananiadou

专题命中医学数据与评测：biomedical(abstract)

Comments 18 pages, 4 figures

2402.11481 2024-02-20 cs.CL 50%

DictLLM: Harnessing Key-Value Data Structures with Large Language Models for Enhanced Medical Diagnostics

YiQiu Guo, Yuchen Yang, Ya Zhang, Yu Wang, Yanfeng Wang

专题命中医学数据与评测：diagnosis(abstract)

Comments 8 pages, 6 figures

2402.09795 2024-02-16 cs.CR cs.AI cs.DB 50%

An advanced data fabric architecture leveraging homomorphic encryption and federated learning

Sakib Anwar Rieyan, Md. Raisul Kabir News, A. B. M. Muntasir Rahman, Sadia Afrin Khan, Sultan Tasneem Jawad Zaarif, Md. Golam Rabiul Alam, Mohammad Mehedi Hassan, Michele Ianni, Giancarlo Fortino

专题命中医学数据与评测：medical image(abstract)

Journal ref Information Fusion, 102, 102004 (2024)

2402.00708 2024-02-02 cs.RO 50%

Benchmarking human-robot collaborative assembly tasks

Laura Duarte, Miguel Neves, Pedro Neto

专题命中医学数据与评测：CT(abstract)

2401.14625 2024-01-29 cs.CL 50%

Toward Practical Automatic Speech Recognition and Post-Processing: a Call for Explainable Error Benchmark Guideline

Seonmin Koo, Chanjun Park, Jinsung Kim, Jaehyung Seo, Sugyeong Eo, Hyeonseok Moon, Heuiseok Lim

专题命中医学数据与评测：diagnosis(abstract)

Comments Accepted for Data-centric Machine Learning Research (DMLR) Workshop at ICML 2023

2311.11340 2024-01-12 cs.RO 50%

RflyMAD: A Dataset for Multicopter Fault Detection and Health Assessment

Xiangli Le, Bo Jin, Gen Cui, Xunhua Dai, Quan Quan

专题命中医学数据与评测：diagnosis(abstract)

2312.09785 2024-01-09 cs.CL 50%

RJUA-QA: A Comprehensive QA Dataset for Urology

Shiwei Lyu, Chenfei Chi, Hongbo Cai, Lei Shi, Xiaoyan Yang, Lei Liu, Xiang Chen, Deng Zhao, Zhiqiang Zhang, Xianguo Lyu, Ming Zhang, Fangzhou Li, Xiaowei Ma, Yue Shen, Jinjie Gu, Wei Xue, Yiran Huang

专题命中医学数据与评测：diagnosis(abstract)

Comments An initial version

2312.11270 2023-12-22 physics.med-ph 50%

Modelling the Lymphatic Metastatic Progression Pathways of OPSCC from Multi-Institutional Datasets

Roman Ludwig, Adrian Schubert, Dorothea Barbatei, Lauence Bauwens, Jean-Marc Hoffmann, Sandrine Werlen, Olgun Elicin, Matthias Dettmer, Philippe Zrounba, Bertrand Pouymayou, Panagiotis Balermpas, Vincent Grégoire, Roland Giger, Jan Unkelbach

专题命中医学数据与评测：diagnosis(abstract)

Comments 17 pages, 12 figures, 7 tables, submitted to Physics in Medicine and Biology

1. 医学数据与评测 2124 篇

LogEval: A Comprehensive Benchmark Suite for Large Language Models In Log Analysis

Characterizing Stereotypical Bias from Privacy-preserving Pre-Training

MedCalc-Bench: Evaluating Large Language Models for Medical Calculations

Small Language Models Learn Enhanced Reasoning Skills from Medical Textbooks

The Probabilities Also Matter: A More Faithful Metric for Faithfulness of Free-Text Explanations in Large Language Models

The status and challenges for prostate SBRT treatments in United States proton therapy centers: An NRG Oncology practice survey

M-QALM: A Benchmark to Assess Clinical Reading Comprehension and Knowledge Recall in Large Language Models via Question Answering

Missci: Reconstructing Fallacies in Misrepresented Science

The HS-CMU Dataset for Diagnosing Benign and Malignant Diseases through Hysteroscopy

COGNET-MD, an evaluation framework and dataset for Large Language Model benchmarks in the medical domain

SUBPLEX: Towards a Better Understanding of Black Box Model Explanations at the Subpopulation Level

LLMChain: Blockchain-based Reputation System for Sharing and Evaluating Large Language Models

Unveiling LLM Evaluation Focused on Metrics: Challenges and Solutions

In-vivo imaging of the human thalamus: a comprehensive evaluation of structural magnetic resonance imaging approaches for thalamic nuclei differentiation at 7T

You Can Use But Cannot Recognize: Preserving Visual Privacy in Deep Neural Networks

SEME at SemEval-2024 Task 2: Comparing Masked and Generative Language Models on Natural Language Inference for Clinical Trials

LLM-RadJudge: Achieving Radiologist-Level Evaluation for X-Ray Report Generation

Towards Automatic Evaluation for LLMs' Clinical Capabilities: Metric, Data, and Algorithm

A Large-Scale Evaluation for Log Parsing Techniques: How Far Are We?

ODD: A Benchmark Dataset for the Natural Language Processing based Opioid Related Aberrant Behavior Detection

Batch-oriented Element-wise Approximate Activation for Privacy-Preserving Neural Networks

Robust Evaluation of Longitudinal Surrogate Markers with Censored Data

The Lay Person's Guide to Biomedicine: Orchestrating Large Language Models

DictLLM: Harnessing Key-Value Data Structures with Large Language Models for Enhanced Medical Diagnostics

An advanced data fabric architecture leveraging homomorphic encryption and federated learning

Benchmarking human-robot collaborative assembly tasks

Toward Practical Automatic Speech Recognition and Post-Processing: a Call for Explainable Error Benchmark Guideline

RflyMAD: A Dataset for Multicopter Fault Detection and Health Assessment

RJUA-QA: A Comprehensive QA Dataset for Urology

Modelling the Lymphatic Metastatic Progression Pathways of OPSCC from Multi-Institutional Datasets