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Cancer Research Workforce Development in FAIR Artificial Intelligence and Machine Learning

Cancer Research Workforce Development in FAIR Artificial Intelligence and Machine Learning
FAIR 人工智能和机器学习中的癌症研究劳动力发展
批准号:
10405929
负责人:
William Douglas Cress
金额:
$8.63万
依托单位国家:
美国
项目类别:
财政年份:
2019
资助国家:
美国
项目状态:
已结题
起止时间:
2019-09-16 至 2024-08-31

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中文摘要
翻译
鉴于快速增长的临床和分子数据收集可用于癌症和其他
英文摘要
Given the rapidly growing collection of clinical and molecular data available for cancer and other diseases, the potential application of artificial intelligence (AI) and machine learning (ML) approaches applied better and more cost-effective clinical decision making is compelling. However, the success of the application of AI/ML algorithms, especially in the clinical domain, hinges on the availability and quality of data for training and validation of the AI/ML models. Therefore, an unmet need is in the development of competencies and skills needed to make biomedical data ready for AI/ML applications that can meet the four FAIR requirements: Findable, Accessible, Interoperable, and Reusable. This supplement to our Integrated Program in Cancer Data Science addresses this need by developing a short course in FAIR application that will be distributed in three venues: 1) a short-course for Ph.D student offer through the University of South Florida, which host our Cancer Biology PhD Program, 2) hands-on workshops for postdoctoral fellows and other early-staged investigator at the Moffitt Cancer Center, and 3) public dissemination of videotaped lectures via Moffitt YouTube channel.
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Molecular Drivers of Lung Cancer in Hispanics
Molecular Drivers of Lung Cancer in Hispanics
Targeting centrosome‐mitotic kinases as a novel therapeutic approach against breast cancers in Hispanic/Latinas.
  • 批准号:
    10705160
  • 项目类别:
  • 资助金额:
    $48.74万
  • 财政年份:
    2022
  • 负责人:
    William Douglas Cress
  • 依托单位:
Targeting centrosome‐mitotic kinases as a novel therapeutic approach against breast cancers in Hispanic/Latinas.
  • 批准号:
    10539820
  • 项目类别:
  • 资助金额:
    $48.32万
  • 财政年份:
    2022
  • 负责人:
    William Douglas Cress
  • 依托单位:
国内基金
海外基金
Understanding structural evolution of galaxies with machine learning
  • 批准号:
  • 项目类别:
    省市级项目
  • 资助金额:
    10.0万元
  • 批准年份:
    2022
  • 负责人:
    Nicola Rosario Napolitano
  • 依托单位: