医学 AI - arXivDaily 专题

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

2311.03016 2023-12-19 cs.SE 50%

Design, implementation, and validation of a benchmark generator for combinatorial interaction testing tools

Andrea Bombarda, Angelo Gargantini

专题命中医学数据与评测：CT(abstract)

2212.12519 2023-12-18 physics.med-ph 50%

PARALLELPROJ -- An open-source framework for fast calculation of projections in tomography

Georg Schramm, Kris Thielemans

专题命中医学数据与评测：CT(abstract)

Comments 15 pages with 6 figures (first figure is tikz generated from joseph.tex) and 1 table. All figures and tables are at the end of the manuscript

2312.07867 2023-12-14 cs.AI cs.CL 50%

BESTMVQA: A Benchmark Evaluation System for Medical Visual Question Answering

Xiaojie Hong, Zixin Song, Liangzhi Li, Xiaoli Wang, Feiyan Liu

专题命中医学数据与评测：medical image(abstract)

2311.01907 2023-12-07 cs.CL 50%

BoschAI @ PLABA 2023: Leveraging Edit Operations in End-to-End Neural Sentence Simplification

Valentin Knappich, Simon Razniewski, Annemarie Friedrich

专题命中医学数据与评测：biomedical(abstract)

2311.17307 2023-11-30 cs.CL cs.AI 50%

RoKEPG: RoBERTa and Knowledge Enhancement for Prescription Generation of Traditional Chinese Medicine

Hua Pu, Jiacong Mi, Shan Lu, Jieyue He

专题命中医学数据与评测：diagnosis(abstract)

Comments 8 pages

2311.13744 2023-11-27 cs.CR cs.AI 50%

Security and Privacy Challenges in Deep Learning Models

Gopichandh Golla

专题命中医学数据与评测：diagnosis(abstract)

2309.17169 2023-11-27 cs.CL cs.AI 50%

An evaluation of GPT models for phenotype concept recognition

Tudor Groza, Harry Caufield, Dylan Gration, Gareth Baynam, Melissa A Haendel, Peter N Robinson, Christopher J Mungall, Justin T Reese

专题命中医学数据与评测：diagnosis(abstract)

2301.08745 2023-11-03 cs.CL 50%

Is ChatGPT A Good Translator? Yes With GPT-4 As The Engine

Wenxiang Jiao, Wenxuan Wang, Jen-tse Huang, Xing Wang, Shuming Shi, Zhaopeng Tu

专题命中医学数据与评测：biomedical(abstract)

Comments Analyzed/compared the outputs between ChatGPT and Google Translate; both automatic and human evaluation

2310.14151 2023-10-24 cs.CL 50%

PromptCBLUE: A Chinese Prompt Tuning Benchmark for the Medical Domain

Wei Zhu, Xiaoling Wang, Huanran Zheng, Mosha Chen, Buzhou Tang

专题命中医学数据与评测：biomedical(abstract)

2310.02570 2023-10-05 cs.SD eess.AS 50%

Improving severity preservation of healthy-to-pathological voice conversion with global style tokens

Bence Mark Halpern, Wen-Chin Huang, Lester Phillip Violeta, R. J. J. H. van Son, Tomoki Toda

专题命中医学数据与评测：pathology(abstract)

Comments 7 pages, 3 figures, 5 tables. Accepted to IEEE Automatic Speech Recognition and Understanding Workshop 2023

2310.00781 2023-10-03 cs.IT cs.AI cs.SE math.IT 50%

Mining Java Memory Errors using Subjective Interesting Subgroups with Hierarchical Targets

Youcef Remil, Anes Bendimerad, Mathieu Chambard, Romain Mathonat, Marc Plantevit, Mehdi Kaytoue

专题命中医学数据与评测：diagnosis(abstract)

2310.00222 2023-10-03 cs.CR 50%

Source Inference Attacks: Beyond Membership Inference Attacks in Federated Learning

Hongsheng Hu, Xuyun Zhang, Zoran Salcic, Lichao Sun, Kim-Kwang Raymond Choo, Gillian Dobbie

专题命中医学数据与评测：diagnosis(abstract)

Comments Accepted by IEEE Transactions on Dependable and Secure Computing

2309.10424 2023-09-20 cs.AI 50%

Functional requirements to mitigate the Risk of Harm to Patients from Artificial Intelligence in Healthcare

Juan M. García-Gómez, Vicent Blanes-Selva, José Carlos de Bartolomé Cenzano, Jaime Cebolla-Cornejo, Ascensión Doñate-Martínez

专题命中医学数据与评测：medical AI(abstract)

Comments 14 pages, 1 figure, 1 table

2309.08008 2023-09-18 cs.CL cs.AI 50%

An Empirical Evaluation of Prompting Strategies for Large Language Models in Zero-Shot Clinical Natural Language Processing

Sonish Sivarajkumar, Mark Kelley, Alyssa Samolyk-Mazzanti, Shyam Visweswaran, Yanshan Wang

专题命中医学数据与评测：biomedical(abstract)

1. 医学数据与评测 2140 篇

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

Design, implementation, and validation of a benchmark generator for combinatorial interaction testing tools

PARALLELPROJ -- An open-source framework for fast calculation of projections in tomography

BESTMVQA: A Benchmark Evaluation System for Medical Visual Question Answering

BoschAI @ PLABA 2023: Leveraging Edit Operations in End-to-End Neural Sentence Simplification

RoKEPG: RoBERTa and Knowledge Enhancement for Prescription Generation of Traditional Chinese Medicine

Security and Privacy Challenges in Deep Learning Models

An evaluation of GPT models for phenotype concept recognition

Is ChatGPT A Good Translator? Yes With GPT-4 As The Engine

PromptCBLUE: A Chinese Prompt Tuning Benchmark for the Medical Domain

Improving severity preservation of healthy-to-pathological voice conversion with global style tokens

Mining Java Memory Errors using Subjective Interesting Subgroups with Hierarchical Targets

Source Inference Attacks: Beyond Membership Inference Attacks in Federated Learning

Functional requirements to mitigate the Risk of Harm to Patients from Artificial Intelligence in Healthcare

An Empirical Evaluation of Prompting Strategies for Large Language Models in Zero-Shot Clinical Natural Language Processing