SYNthetic Healthcare DAta Platform for Data SciEnce Training ("SYNAPSE")

用于数据科学培训的综合医疗保健数据平台(“SYNAPSE”)

基本信息

  • 批准号:
    10717478
  • 负责人:
  • 金额:
    $ 20万
  • 依托单位:
  • 依托单位国家:
    美国
  • 项目类别:
  • 财政年份:
    2023
  • 资助国家:
    美国
  • 起止时间:
    2023-09-20 至 2026-07-31
  • 项目状态:
    未结题

项目摘要

PROJECT SUMMARY/ABSTRACT This DS-I Africa UE5 application involves a partnership between University of Rwanda (UR), African Institute for Mathematical Sciences (AIMS), Washington University in St. Louis (WUSTL), and MDClone (software company that generates computationally-derived synthetic healthcare data), with participation from four DS-I Africa programs: 1) “Data Science for Health in Rwanda” U2R; 2) “Computational Omics and Biomedical Informatics Program (COBIP)” U2R, Univ Cape Town (UCT); 3) DS-I Law program; 4) Open Data Science Platform (ODSP) and Coordinating Center (CC). The overarching goal is to provide courses for skills development and mentored research projects using synthetic healthcare data sets generated by MDClone. The UE5 program objectives are: Objective 1. Training in the use of synthetic healthcare data. UR/AIMS/UCT program faculty will be trained in the use of the MDClone software through participation in short (1-2 day) beginner/advanced courses. Under peer mentoring from current MDClone ADAMS expert users at WUSTL and MDClone, they will gain hands-on training in the use of synthetic data. Subsequently training will be available to MS/PhD/postdoctoral/junior faculty trainees during all 3 years. Competencies using the software will be refined and prioritized with harmonization and standardization coordinated with other DS-I Africa U2R RTPs and Coordinating Center for wide dissemination during years 1-3. Objective 2. Deliver a mentored, hands-on, immersive, semester-long research project experience using synthetic healthcare data. The MDClone ADAMS software and underlying computationally-derived “synthetic” healthcare data at WUSTL will be made available for trainee use at UR/AIMS/UCT. Trainees will be paired with a faculty mentor and an expert MDClone ADAMS software user to complete a research project using the “Small Research Projects (SRP)” program funding for synthetic healthcare data research with a mentoring team. A scientific publication is expected from each trainee. Objective 3. Evaluate short-term training and semester-long research project. Trainees and faculty will evaluate the short-term synthetic healthcare data training program. Evaluations will be used to improve the program over time. Exploratory Objective. Determine dissemination and long-term sustainability for Rwanda and DS-I Africa consortium use of synthetic healthcare data. Over the course of the 3-year program and in coordination with the DS-I Africa ODSP/CC, we will conduct regular workshops, symposia and meetings with academic, governmental and non-governmental organization (NGS) leaders to discuss opportunities for MDClone software use at major healthcare organizations. These conversations will set the stage for widespread use of synthetic healthcare data in Rwanda and across DS-I Africa. Discussions with Rwandan Ministry of Health, Rwanda Biomedical Center, National Institute of Statistics of Rwanda (NISR), and National Council for Science and Technology (NCST) are ongoing to harness the power of MDClone ADAMS synthetic healthcare data to address challenges in Rwanda and the DS-I Africa Consortium.
项目总结/文摘

项目成果

期刊论文数量(0)
专著数量(0)
科研奖励数量(0)
会议论文数量(0)
专利数量(0)

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Victor G. Davila-Roman其他文献

NETWORK ANALYSIS OF EPISTATIC INTERACTIONS AMONG FOUR MYOCARDIAL FATTY ACID METABOLISM CANDIDATE GENES MODULATING HYPERTENSIVE HEART DISEASE
  • DOI:
    10.1016/s0735-1097(10)61227-2
  • 发表时间:
    2010-03-09
  • 期刊:
  • 影响因子:
  • 作者:
    Lisa de las Fuentes;Jyh M. Juang;Sharlee Climer;Victor G. Davila-Roman
  • 通讯作者:
    Victor G. Davila-Roman
PRENATAL ASPIRIN USE IS ASSOCIATED WITH REDUCED INCIDENCE OF POSTPARTUM HYPERTENSION AMONG WOMEN WITH PREECLAMPSIA
  • DOI:
    10.1016/s0735-1097(20)32468-2
  • 发表时间:
    2020-03-24
  • 期刊:
  • 影响因子:
  • 作者:
    Eleanor Christenson;Molly J. Stout;Dominique Williams;Amanda Verma;Douglas L. Mann;Victor G. Davila-Roman;Kathryn Lindley
  • 通讯作者:
    Kathryn Lindley
A DIET HIGH IN LONG CHAIN FATTY ACIDS WORSENS SYSTOLIC FUNCTION IN TYPE II DIABETIC PATIENTS, BUT A DIET RICH IN MEDIUM CHAIN FATTY ACIDS DOES NOT: A RANDOMIZED, DOUBLE-BLIND STUDY
  • DOI:
    10.1016/s0735-1097(13)60763-9
  • 发表时间:
    2013-03-12
  • 期刊:
  • 影响因子:
  • 作者:
    Sophia LaHusen-Bair;Andrew R. Coggan;Adil Bashir;Marsha Farmer;Robert O'Connor;Catherine Anderson-Spearie;Alan D. Waggoner;Pamela Woodard;Cylen Javidan;Babak Banan;Kitty Krupp;Victor G. Davila-Roman;Linda R. Peterson
  • 通讯作者:
    Linda R. Peterson
Postoperative myocardial wall stress in patients with chronic aortic insufficiency: Ross procedure versus St. Jude mechanical aortic valve prosthesis
  • DOI:
    10.1016/s0735-1097(02)81928-3
  • 发表时间:
    2002-03-06
  • 期刊:
  • 影响因子:
  • 作者:
    Pavlos Moustakidis;Brian P. Cupps;Hersh S. Maniar;Giridhar Vedala;Lisa De Las Fuentes;Thoralf M. Sundt;Nicholas T. Kouchoukos;Victor G. Davila-Roman;Michael K. Pasque
  • 通讯作者:
    Michael K. Pasque
SEX, OBESITY AND TYPE 2 DIABETES AFFECT THE INTRAMYOCELLULAR FATE OF GLUCOSE IN HUMANS
  • DOI:
    10.1016/s0735-1097(11)60689-x
  • 发表时间:
    2011-04-05
  • 期刊:
  • 影响因子:
  • 作者:
    Linda Ruth Peterson;Pilar Herrero;C. Huie Lin;Matthew Lyons;Carmen Dence;Zulfia Kisrieva-Ware;Alan D. Waggoner;Victor G. Davila-Roman;Deborah Delano;Robert J. Gropler
  • 通讯作者:
    Robert J. Gropler

Victor G. Davila-Roman的其他文献

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{{ truncateString('Victor G. Davila-Roman', 18)}}的其他基金

Enhancing Cardiovascular Health Equity in Mothers and Children Through Home Visiting
通过家访提高母亲和儿童的心血管健康公平性
  • 批准号:
    10618374
  • 财政年份:
    2022
  • 资助金额:
    $ 20万
  • 项目类别:
Washington University SummeR reseArch DIversity ProgrAm iN Cardiovascular Disease & HEmatology (RADIANCE)
华盛顿大学心血管疾病夏季研究多样性计划
  • 批准号:
    10619007
  • 财政年份:
    2022
  • 资助金额:
    $ 20万
  • 项目类别:
Enhancing Cardiovascular Health Equity in Mothers and Children Through Home Visiting
通过家访提高母亲和儿童的心血管健康公平性
  • 批准号:
    10426758
  • 财政年份:
    2022
  • 资助金额:
    $ 20万
  • 项目类别:
Research Training in Data Science for Health in Rwanda
卢旺达健康数据科学研究培训
  • 批准号:
    10490313
  • 财政年份:
    2021
  • 资助金额:
    $ 20万
  • 项目类别:
Research Training: Chronic Non-communicable CVDs and Comorbidities in Peru
研究培训:秘鲁的慢性非传染性心血管疾病和合并症
  • 批准号:
    10483128
  • 财政年份:
    2021
  • 资助金额:
    $ 20万
  • 项目类别:
Research Training: Chronic Non-communicable CVDs and Comorbidities in Peru
研究培训:秘鲁的慢性非传染性心血管疾病和合并症
  • 批准号:
    10308323
  • 财政年份:
    2021
  • 资助金额:
    $ 20万
  • 项目类别:
Research Training in Data Science for Health in Rwanda
卢旺达健康数据科学研究培训
  • 批准号:
    10675593
  • 财政年份:
    2021
  • 资助金额:
    $ 20万
  • 项目类别:
Research Training in Data Science for Health in Rwanda
卢旺达健康数据科学研究培训
  • 批准号:
    10320162
  • 财政年份:
    2021
  • 资助金额:
    $ 20万
  • 项目类别:
Research Training: Chronic Non-communicable CVDs and Comorbidities in Peru
研究培训:秘鲁的慢性非传染性心血管疾病和合并症
  • 批准号:
    10680600
  • 财政年份:
    2021
  • 资助金额:
    $ 20万
  • 项目类别:
Implementation Research Strategies for Heart, Lung, and Blood Co-morbidities in People Living with HIV - Research Coordinating Center
HIV 感染者心、肺和血液合并症的实施研究策略 - 研究协调中心
  • 批准号:
    10705070
  • 财政年份:
    2020
  • 资助金额:
    $ 20万
  • 项目类别:

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  • 财政年份:
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南部非洲心理健康一体化研究联盟 (S-MhINT) - 研究和能力建设联盟,旨在加强南非、莫桑比克和坦桑尼亚的心理健康一体化。
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