Editorial: Special Section on Challenges and Opportunities in Biomedical Big Data Analysis: From Large Language Models to Clinical Applications

被引:0
|
作者
Wei, Yanjie [1 ]
Zhang, Huiling [2 ]
Cai, Zhipeng [3 ]
Zhang, Fa [4 ]
Zhang, Zhaolei [5 ]
机构
[1] Chinese Acad Sci, Shenzhen Inst Adv Technol, Shenzhen, Peoples R China
[2] South China Agr Univ, Guangzhou, Peoples R China
[3] Georgia State Univ, Atlanta, GA USA
[4] Beijing Inst Technol, Beijing, Peoples R China
[5] Univ Toronto, Toronto, ON, Canada
来源
BIG DATA MINING AND ANALYTICS | 2024年 / 7卷 / 04期
关键词
D O I
10.26599/BDMA.2024.9020077
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
引用
收藏
页码:1114 / 1115
页数:2
相关论文
共 42 条
  • [21] CALLM: Enhancing Clinical Interview Analysis Through Data Augmentation With Large Language Models
    Wu, Yuqi
    Mao, Kaining
    Zhang, Yanbo
    Chen, Jie
    IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2024, 28 (12) : 7531 - 7542
  • [22] Addressing biomedical data challenges and opportunities to inform a large-scale data lifecycle for enhanced data sharing, interoperability, analysis, and collaboration across stakeholders
    Sriram, Vivek
    Conard, Ashley Mae
    Rosenberg, Ilyana
    Kim, Dokyoon
    Saponas, T. Scott
    Hall, Amanda K.
    SCIENTIFIC REPORTS, 2025, 15 (01):
  • [23] Large Language Models for Symptoms Monitoring on the Basis of Conversational Data from Clinical Encounters
    Davis, J.
    Van Dongen, C.
    Sciacca, K.
    Durieux, B.
    Lindvall, C.
    JOURNAL OF THE AMERICAN GERIATRICS SOCIETY, 2024, 72 : S241 - S241
  • [24] From promise to practice: challenges and pitfalls in the evaluation of large language models for data extraction in evidence synthesis
    Gartlehner, Gerald
    Kahwati, Leila
    Nussbaumer-Streit, Barbara
    Crotty, Karen
    Hilscher, Rainer
    Kugley, Shannon
    Viswanathan, Meera
    Thomas, Ian
    Konet, Amanda
    Booth, Graham
    Chew, Robert
    BMJ EVIDENCE-BASED MEDICINE, 2024,
  • [25] Automated Paper Screening for Clinical Reviews Using Large Language Models: Data Analysis Study
    Guo, Eddie
    Gupta, Mehul
    Deng, Jiawen
    Park, Ye-Jean
    Paget, Michael
    Naugler, Christopher
    JOURNAL OF MEDICAL INTERNET RESEARCH, 2024, 26
  • [26] IEEE ACCESS SPECIAL SECTION EDITORIAL: FEATURE REPRESENTATION AND LEARNING METHODS WITH APPLICATIONS IN LARGE-SCALE BIOLOGICAL SEQUENCE ANALYSIS
    Cui, Feifei
    Zou, Quan
    Ma, Qin
    Wei, Leyi
    Tang, Jijun
    Mrozek, Dariusz
    IEEE ACCESS, 2021, 9 : 33110 - 33119
  • [27] IEEE Access Special Section Editorial: Feature Representation and Learning Methods with Applications in Large-Scale Biological Sequence Analysis
    Cui, Feifei
    Zou, Quan
    Ma, Qin
    Wei, Leyi
    Tang, Jijun
    Mrozek, Dariusz
    IEEE Access, 2021, 9 : 33110 - 33119
  • [28] External validation of clinical prediction models using big datasets from e-health records or IPD meta-analysis: opportunities and challenges
    Riley, Richard D.
    Ensor, Joie
    Snell, Kym I. E.
    Debray, Thomas P. A.
    Altman, Doug G.
    Moons, Karel G. M.
    Collins, Gary S.
    BMJ-BRITISH MEDICAL JOURNAL, 2016, 353
  • [29] Using Large Language Models to Retrieve Critical Data from Clinical Processes and Business Rules
    Yu, Yunguo
    Gomez-Cabello, Cesar A.
    Makarova, Svetlana
    Parte, Yogesh
    Borna, Sahar
    Haider, Syed Ali
    Genovese, Ariana
    Prabha, Srinivasagam
    Forte, Antonio J.
    BIOENGINEERING-BASEL, 2025, 12 (01):
  • [30] Aggregation and Multidimensional Analysis of Big Data for Large-Scale Scientific Applications: Models, Issues, Analytics, and Beyond
    Cuzzocrea, Alfredo
    PROCEEDINGS OF THE 27TH INTERNATIONAL CONFERENCE ON SCIENTIFIC AND STATISTICAL DATABASE MANAGEMENT, 2015,