Transforming medical sciences with high-performance computing, high-performance data analytics and AI

被引:5
|
作者
Lewandowski, Natalie [1 ]
Koller, Bastian [1 ]
机构
[1] High Performance Comp Ctr Stuttgart HLRS, Stuttgart, Germany
基金
欧盟地平线“2020”;
关键词
Computer simulation; big data; image processing; computer-assisted diagnosis; drug development; computer-assisted decision making; precision medicine;
D O I
10.3233/THC-237000
中图分类号
R19 [保健组织与事业(卫生事业管理)];
学科分类号
摘要
The advance of high-performance computing (HPC), high-performance data analytics (HPDA) and AI and their synergetic integration into workflows has revolutionized numerous industries, amongst others the medical and pharmaceutical sectors. In this special section of Technology and Health Care, we delve into the remarkable advancements and potential of HPC, HPDA and AI (together termed HPC+) in driving innovation, improving patient outcomes, and accelerating drug discovery. The articles in this issue shed light onto the potential of HPC+ in addressing several critical areas, including medical imaging, personalized medicine, drug discovery, and clinical as well as political decision support.
引用
收藏
页码:1505 / 1507
页数:3
相关论文
共 50 条
  • [1] High-Performance Computing for Data Analytics
    Perrin, Dimitri
    Bezbradica, Marija
    Crane, Martin
    Ruskin, Heather J.
    Duhamel, Christophe
    2012 IEEE/ACM 16TH INTERNATIONAL SYMPOSIUM ON DISTRIBUTED SIMULATION AND REAL TIME APPLICATIONS (DS-RT), 2012, : 234 - 242
  • [2] Predictive Analytics on Genomic Data with High-Performance Computing
    Leung, Carson K.
    Sarumi, Oluwafemi A.
    Zhang, Christine Y.
    2020 IEEE INTERNATIONAL CONFERENCE ON BIOINFORMATICS AND BIOMEDICINE, 2020, : 2187 - 2194
  • [3] High-performance computing in the life sciences
    Smith, Matthew
    Proceedings - 6th IEEE International Conference on e-Science Workshops, e-ScienceW 2010, 2010,
  • [4] High-performance computing systems and applications for AI
    Gangman Yi
    Vincenzo Loia
    The Journal of Supercomputing, 2019, 75 : 4248 - 4251
  • [5] High-performance computing systems and applications for AI
    Yi, Gangman
    Loia, Vincenzo
    JOURNAL OF SUPERCOMPUTING, 2019, 75 (08): : 4248 - 4251
  • [6] HIGH-PERFORMANCE COMPUTING BASED BIG DATA ANALYTICS FOR SMART MANUFACTURING
    Yang, Yuhang
    Cai, Y. Dora
    Lu, Qiyue
    Zhang, Yifang
    Koric, Seid
    Shao, Chenhui
    PROCEEDINGS OF THE ASME 13TH INTERNATIONAL MANUFACTURING SCIENCE AND ENGINEERING CONFERENCE, 2018, VOL 3, 2018,
  • [7] Optimized load balancing in high-performance computing for big data analytics
    Mirtaheri, Seyedeh Leili
    Grandinetti, Lucio
    CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, 2021, 33 (16):
  • [8] Teaching high-performance computing on a high-performance cluster
    Bernreuther, M
    Brenk, M
    Bungartz, HJ
    Mundani, RP
    Muntean, IL
    COMPUTATIONAL SCIENCE - ICCS 2005, PT 2, 2005, 3515 : 1 - 9
  • [9] HIGH-PERFORMANCE COMPUTING MEETS HIGH-PERFORMANCE MEDICINE
    Verma, Anurag
    Huffman, Jennifer
    Torkamani, Ali
    Madduri, Ravi
    BIOCOMPUTING 2023, PSB 2023, 2023, : 541 - 545
  • [10] Data Challenges in High-Performance Risk Analytics
    Varghese, Blesson
    Rau-Chaplin, Andrew
    2012 SC COMPANION: HIGH PERFORMANCE COMPUTING, NETWORKING, STORAGE AND ANALYSIS (SCC), 2012, : 1312 - 1313