医学 AI - arXivDaily 专题

2307.07957 2023-08-29 cs.CE 50%

Generalizable and explainable prediction of potential miRNA-disease associations based on heterogeneous graph learning

Yi Zhou, Meixuan Wu, Chengzhou Ouyang, Min Zhu

专题命中医学数据与评测：biomedical(abstract)

2308.07676 2023-08-16 cs.SE 50%

Maat: Performance Metric Anomaly Anticipation for Cloud Services with Conditional Diffusion

Cheryl Lee, Tianyi Yang, Zhuangbin Chen, Yuxin Su, Michael R. Lyu

专题命中医学数据与评测：diagnosis(abstract)

Comments This paper has been accepted by the Research track of the 38th IEEE/ACM International Conference on Automated Software Engineering (ASE 2023)

2308.06510 2023-08-15 cs.GR cs.HC 50%

Evaluation of cinematic volume rendering open-source and commercial solutions for the exploration of congenital heart data

Irum Baseer, Israel Valverde, Abdel H. Moustafa, Josep Blat, Oscar Camara

专题命中医学数据与评测：CT(abstract)

Comments 5 pages, 5 figures, 2 tables

2307.14522 2023-08-02 cs.CL 50%

CliniDigest: A Case Study in Large Language Model Based Large-Scale Summarization of Clinical Trial Descriptions

Renee D. White, Tristan Peng, Pann Sripitak, Alexander Rosenberg Johansen, Michael Snyder

专题命中医学数据与评测：biomedical(abstract)

Comments 7 pages, 3 figures, 3 tables, conference: ACM GoodIt 23'; Second co-author: Tristan Peng; Citation: White, Peng, et al

2307.12742 2023-07-27 cs.CE 50%

Computational modeling of in-stent restenosis: Pharmacokinetic and pharmacodynamic evaluation

Kiran Manjunatha, Nicole Schaaps, Marek Behr, Felix Vogt, Stefanie Reese

专题命中医学数据与评测：pathology(abstract)

Comments 42 pages, 13 figures, 9 tables

2202.01806 2023-07-04 cs.CR cs.IT math.IT 50%

Answering Count Queries for Genomic Data with Perfect Privacy

Bo Jiang, Mohamed Seif, Ravi Tandon, Ming Li

专题命中医学数据与评测：biomedical(abstract)

Comments B. Jiang, M. Seif, R. Tandon and M. Li, "Answering Count Queries for Genomic Data With Perfect Privacy," in IEEE Transactions on Information Forensics and Security, vol. 18, pp. 3862-3875, 2023, doi: 10.1109/TIFS.2023.3288812

Journal ref TIFS.2023.3288812

2306.16630 2023-06-30 cs.CR cs.AI 50%

Towards Blockchain-Assisted Privacy-Aware Data Sharing For Edge Intelligence: A Smart Healthcare Perspective

Youyang Qu, Lichuan Ma, Wenjie Ye, Xuemeng Zhai, Shui Yu, Yunfeng Li, David Smith

专题命中医学数据与评测：diagnosis(abstract)

2306.15887 2023-06-29 cs.AI 50%

Beyond the Hype: Assessing the Performance, Trustworthiness, and Clinical Suitability of GPT3.5

Salmonn Talebi, Elizabeth Tong, Mohammad R. K. Mofrad

专题命中医学数据与评测：medical image(abstract)

2208.10163 2023-06-27 stat.ME 50%

Identification and estimation of treatment effects on long-term outcomes in clinical trials with external observational data

Wenjie Hu, Xiaohua Zhou, Peng Wu

专题命中医学数据与评测：biomedical(abstract)

2306.13304 2023-06-26 cs.CL cs.AI 50%

ToolQA: A Dataset for LLM Question Answering with External Tools

Yuchen Zhuang, Yue Yu, Kuan Wang, Haotian Sun, Chao Zhang

专题命中医学数据与评测：diagnosis(abstract)

2212.01941 2023-06-16 cs.CY 50%

Systematic Design and Evaluation of Social Determinants of Health Ontology (SDoHO)

Yifang Dang, Fang Li, Xinyue Hu, Vipina K. Keloth, Meng Zhang, Sunyang Fu, Jingcheng Du, J. Wilfred Fan, Muhammad F. Amith, Evan Yu, Hongfang Liu, Xiaoqian Jiang, Hua Xu, Cui Tao

专题命中医学数据与评测：biomedical(abstract)

Comments J Am Med Inform Assoc Published Online First: 10 June 2023

2305.17580 2023-05-30 cs.CL 50%

ArPanEmo: An Open-Source Dataset for Fine-Grained Emotion Recognition in Arabic Online Content during COVID-19 Pandemic

Maha Jarallah Althobaiti

专题命中医学数据与评测：diagnosis(abstract)

2305.13693 2023-05-24 cs.CL 50%

Automated Metrics for Medical Multi-Document Summarization Disagree with Human Evaluations

Lucy Lu Wang, Yulia Otmakhova, Jay DeYoung, Thinh Hung Truong, Bailey E. Kuehl, Erin Bransom, Byron C. Wallace

专题命中医学数据与评测：biomedical(abstract)

Comments ACL 2023; Github: https://github.com/allenai/mslr-annotated-dataset

2305.13604 2023-05-24 math.OC 50%

Federated Primal Dual Fixed Point Algorithm

Ya-Nan Zhu, Jingwei Liang, Xiaoqun Zhang

专题命中医学数据与评测：CT(abstract)

Comments 29 pages and 8 figures

2304.12828 2023-04-26 cs.AI 50%

A optimization framework for herbal prescription planning based on deep reinforcement learning

Kuo Yang, Zecong Yu, Xin Su, Xiong He, Ning Wang, Qiguang Zheng, Feidie Yu, Zhuang Liu, Tiancai Wen, Xuezhong Zhou

专题命中医学数据与评测：diagnosis(abstract)

Comments 13 pages, 4 figures

2209.09583 2023-04-19 physics.med-ph 50%

A probabilistic deep learning model of inter-fraction anatomical variations in radiotherapy

Oscar Pastor-Serrano, Steven Habraken, Mischa Hoogeman, Danny Lathouwers, Dennis Schaart, Yusuke Nomura, Lei Xing, Zoltán Perkó

专题命中医学数据与评测：CT(abstract)

2304.00524 2023-04-06 cs.CY cs.AI 50%

A Survey on Federated Learning for the Healthcare Metaverse: Concepts, Applications, Challenges, and Future Directions

Ali Kashif Bashir, Nancy Victor, Sweta Bhattacharya, Thien Huynh-The, Rajeswari Chengoden, Gokul Yenduri, Praveen Kumar Reddy Maddikunta, Quoc-Viet Pham, Thippa Reddy Gadekallu, Madhusanka Liyanage

专题命中医学数据与评测：diagnosis(abstract)

Comments Submitted to peer review

2302.01860 2023-03-15 cs.CL 50%

GLADIS: A General and Large Acronym Disambiguation Benchmark

Lihu Chen, Gaël Varoquaux, Fabian M. Suchanek

专题命中医学数据与评测：biomedical(abstract)

Comments Long paper at EACL 23

2303.01602 2023-03-06 stat.ME stat.AP 50%

Mission Imputable: Correcting for Berkson Error When Imputing a Censored Covariate

Kyle F. Grosser, Sarah C. Lotspeich, Tanya P. Garcia

专题命中医学数据与评测：diagnosis(abstract)

Comments The main text consists of 35 pages, including 1 figure and 3 tables. The supplement consists of 29 pages, including 1 figure and 3 tables

2302.07309 2023-02-16 cs.HC 50%

Augmenting Pathologists with NaviPath: Design and Evaluation of a Human-AI Collaborative Navigation System

Hongyan Gu, Chunxu Yang, Mohammad Haeri, Jing Wang, Shirley Tang, Wenzhong Yan, Shujin He, Christopher Kazu Williams, Shino Magaki, Xiang 'Anthony' Chen

专题命中医学数据与评测：pathology(abstract)

Comments Accepted ACM CHI Conference on Human Factors in Computing Systems (CHI '23)

2101.05509 2023-02-13 cs.CL cs.AI 50%

Transformer-based Language Model Fine-tuning Methods for COVID-19 Fake News Detection

Ben Chen, Bin Chen, Dehong Gao, Qijin Chen, Chengfu Huo, Xiaonan Meng, Weijun Ren, Yang Zhou

专题命中医学数据与评测：CT(abstract)

Comments AAAI 2021 Workshop Best Paper. 9 pages, 1 figures

2204.08997 2022-12-27 cs.CL 50%

A Benchmark for Automatic Medical Consultation System: Frameworks, Tasks and Datasets

Wei Chen, Zhiwei Li, Hongyi Fang, Qianyuan Yao, Cheng Zhong, Jianye Hao, Qi Zhang, Xuanjing Huang, Jiajie Peng, Zhongyu Wei

专题命中医学数据与评测：diagnosis(abstract)

Comments 8 pages, 3 figures, 9 tables

2211.09455 2022-11-18 cs.CL 50%

Consultation Checklists: Standardising the Human Evaluation of Medical Note Generation

Aleksandar Savkov, Francesco Moramarco, Alex Papadopoulos Korfiatis, Mark Perera, Anya Belz, Ehud Reiter

专题命中医学数据与评测：diagnosis(abstract)

Comments Accepted for publication at EMNLP 2022

2210.12560 2022-10-25 cs.CL 50%

PHEE: A Dataset for Pharmacovigilance Event Extraction from Text

Zhaoyue Sun, Jiazheng Li, Gabriele Pergola, Byron C. Wallace, Bino John, Nigel Greene, Joseph Kim, Yulan He

专题命中医学数据与评测：biomedical(abstract)

Comments 17 pages, 3 figures, EMNLP2022 accepted

1711.00789 2022-10-06 stat.ME stat.CO stat.ML 50%

Learning Asymmetric and Local Features in Multi-Dimensional Data through Wavelets with Recursive Partitioning

Meng Li, Li Ma

专题命中医学数据与评测：biomedical(abstract)

Journal ref IEEE Transactions on Pattern Analysis and Machine Intelligence 44 (2022) 7674-7687

2208.03938 2022-08-09 cs.SE cs.PF 50%

Constructing Large-Scale Real-World Benchmark Datasets for AIOps

Zeyan Li, Nengwen Zhao, Shenglin Zhang, Yongqian Sun, Pengfei Chen, Xidao Wen, Minghua Ma, Dan Pei

专题命中医学数据与评测：diagnosis(abstract)

2203.10839 2022-08-04 cs.CL cs.AI cs.CY 50%

TCM-SD: A Benchmark for Probing Syndrome Differentiation via Natural Language Processing

Mucheng Ren, Heyan Huang, Yuxiang Zhou, Qianwen Cao, Yuan Bu, Yang Gao

专题命中医学数据与评测：diagnosis(abstract)

Comments 10 main pages + 2 reference pages, to appear at CCL2022

2207.13757 2022-07-29 cs.CL 50%

The Leaf Clinical Trials Corpus: a new resource for query generation from clinical trial eligibility criteria

Nicholas J Dobbins, Tony Mullen, Ozlem Uzuner, Meliha Yetisgen

专题命中医学数据与评测：biomedical(abstract)

2207.08978 2022-07-21 cs.CR cs.CY 50%

A Security & Privacy Analysis of US-based Contact Tracing Apps

Joydeep Mitra

专题命中医学数据与评测：CT(abstract)

2111.03851 2022-07-08 stat.ME 50%

Metric Distributional Discrepancy in Metric Space

Wenliang Pan, Yujue Li, Jianwu Liu, Pei Dang, Weixiong Mai

专题命中医学数据与评测：medical image(abstract)

Comments 14 pages, 2 figures

1. 医学数据与评测 2140 篇

Generalizable and explainable prediction of potential miRNA-disease associations based on heterogeneous graph learning

Maat: Performance Metric Anomaly Anticipation for Cloud Services with Conditional Diffusion

Evaluation of cinematic volume rendering open-source and commercial solutions for the exploration of congenital heart data

CliniDigest: A Case Study in Large Language Model Based Large-Scale Summarization of Clinical Trial Descriptions

Computational modeling of in-stent restenosis: Pharmacokinetic and pharmacodynamic evaluation

Answering Count Queries for Genomic Data with Perfect Privacy

Towards Blockchain-Assisted Privacy-Aware Data Sharing For Edge Intelligence: A Smart Healthcare Perspective

Beyond the Hype: Assessing the Performance, Trustworthiness, and Clinical Suitability of GPT3.5

Identification and estimation of treatment effects on long-term outcomes in clinical trials with external observational data

ToolQA: A Dataset for LLM Question Answering with External Tools

Systematic Design and Evaluation of Social Determinants of Health Ontology (SDoHO)

ArPanEmo: An Open-Source Dataset for Fine-Grained Emotion Recognition in Arabic Online Content during COVID-19 Pandemic

Automated Metrics for Medical Multi-Document Summarization Disagree with Human Evaluations

Federated Primal Dual Fixed Point Algorithm

A optimization framework for herbal prescription planning based on deep reinforcement learning

A probabilistic deep learning model of inter-fraction anatomical variations in radiotherapy

A Survey on Federated Learning for the Healthcare Metaverse: Concepts, Applications, Challenges, and Future Directions

GLADIS: A General and Large Acronym Disambiguation Benchmark

Mission Imputable: Correcting for Berkson Error When Imputing a Censored Covariate

Augmenting Pathologists with NaviPath: Design and Evaluation of a Human-AI Collaborative Navigation System

Transformer-based Language Model Fine-tuning Methods for COVID-19 Fake News Detection

A Benchmark for Automatic Medical Consultation System: Frameworks, Tasks and Datasets

Consultation Checklists: Standardising the Human Evaluation of Medical Note Generation

PHEE: A Dataset for Pharmacovigilance Event Extraction from Text

Learning Asymmetric and Local Features in Multi-Dimensional Data through Wavelets with Recursive Partitioning

Constructing Large-Scale Real-World Benchmark Datasets for AIOps

TCM-SD: A Benchmark for Probing Syndrome Differentiation via Natural Language Processing

The Leaf Clinical Trials Corpus: a new resource for query generation from clinical trial eligibility criteria

A Security & Privacy Analysis of US-based Contact Tracing Apps

Metric Distributional Discrepancy in Metric Space