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
  • [31] Qualitative metrics from the biomedical literature for evaluating large language models in clinical decision-making: a narrative review
    Ho, Cindy N.
    Tian, Tiffany
    Ayers, Alessandra T.
    Aaron, Rachel E.
    Phillips, Vidith
    Wolf, Risa M.
    Mathioudakis, Nestoras
    Dai, Tinglong
    Klonoff, David C.
    BMC MEDICAL INFORMATICS AND DECISION MAKING, 2024, 24 (01)
  • [32] From pre-training to fine-tuning: An in-depth analysis of Large Language Models in the biomedical domain
    Bonfigli, Agnese
    Bacco, Luca
    Merone, Mario
    Dell'Orletta, Felice
    ARTIFICIAL INTELLIGENCE IN MEDICINE, 2024, 157
  • [33] IEEE ACCESS SPECIAL SECTION EDITORIAL: AMBIENT INTELLIGENCE ENVIRONMENTS WITH WIRELESS SENSOR NETWORKS FROM THE POINT OF VIEW OF BIG DATA AND SMART AND SUSTAINABLE CITIES
    Espinilla, Macarena
    Medina, Javier
    Urzaiz, Gabriel
    Singh, Pritpal
    IEEE ACCESS, 2018, 6 : 72025 - 72027
  • [34] Large Language Models and the Elliott Wave Principle: A Multi-Agent Deep Learning Approach to Big Data Analysis in Financial Markets
    Wawer, Michal
    Chudziak, Jaroslaw A.
    Niewiadomska-Szynkiewicz, Ewa
    APPLIED SCIENCES-BASEL, 2024, 14 (24):
  • [35] Large language models generating synthetic clinical datasets: a feasibility and comparative analysis with real-world perioperative data
    Barr, Austin A.
    Quan, Joshua
    Guo, Eddie
    Sezgin, Emre
    FRONTIERS IN ARTIFICIAL INTELLIGENCE, 2025, 8
  • [36] From Classification to Clinical Insights: Towards Analyzing and Reasoning About Mobile and Behavioral Health Data With Large Language Models
    Englhardt, Zachary
    Ma, Chengqian
    Morris, Margaret E.
    Chang, Chun-Cheng
    Xu, Xuhai Orson
    Qin, Lianhui
    McDduff, Daniel
    Liu, Xin
    Patel, Shwetak
    Iyer, Vikram
    PROCEEDINGS OF THE ACM ON INTERACTIVE MOBILE WEARABLE AND UBIQUITOUS TECHNOLOGIES-IMWUT, 2024, 8 (02):
  • [37] Learning Predictive Models from Temporal Three-Way Data Using Triclustering: Applications in Clinical Data Analysis
    Universidade de Lisboa
  • [38] External validation of clinical prediction models using big datasets from e-health records or IPD meta-analysis: opportunities and challenges (vol 353, i3140, 2016)
    Riley
    BMJ-BRITISH MEDICAL JOURNAL, 2019, 365
  • [39] Validation and Improvement Opportunities of the Revised International Staging System for Multiple Myeloma: An Analysis on Mature Data from European Clinical Trials within the Harmony Big Data Platform
    D'Agostino, Mattia
    Waage, Anders
    Lahuerta, Juan-Jose
    Bertsch, Uta
    Zamagni, Elena
    Bullinger, Lars
    Larocca, Alessandra
    Mateos, Maria-Victoria
    Van de Donk, Niels W. C. J.
    Salwender, Hans Juergen
    Blade, Joan
    Van der Holt, Bronno
    Tacchetti, Paola
    Ciccone, Giovannino
    Zweegman, Sonja
    Goldschmidt, Hartmut
    Cavo, Michele
    San-Miguel, Jesus
    Sonneveld, Pieter
    Boccadoro, Mario
    Hernandez-Rivas, Jesus Maria
    BLOOD, 2019, 134
  • [40] Editorial Commentary: Artificial Intelligence Analysis of Biomedical, Large, Clinical Registry Data Using Machine Learning Requires Tens of Thousands of Subjects and a Focus on Substantial Clinical Benefit: Minimal Clinically Important Difference Is too Low a Bar
    Harris, Joshua D.
    ARTHROSCOPY-THE JOURNAL OF ARTHROSCOPIC AND RELATED SURGERY, 2024, 40 (04): : 1164 - 1167
12345