胃肠病学奖学金和OMICS和统计学博士后培训-第一部分:为什么需要它?
Madeline Alizadeh1, Natalia Sampaio Moura2, Alyssa Schledwitz2
1The Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD, 20201, USA.
Digestive diseases and sciences
|November 3, 2023
概括
胃肠道研究中的大数据提供了宝贵的见解,但需要专门的技能. 临床医生和GI和肝病学科学家需要加强对大数据分析的培训.
科学领域:
- 胃肠病学和肝病学
- 生物信息学是一种生物信息学.
- 数据科学数据科学数据科学
背景情况:
- 人类,动物和微生物研究中前所未有的数据生成正在创建大型,复杂的数据集,称为"大数据".
- 大数据集成对于解决复杂问题至关重要,特别是在肠-大脑轴,微生物组和多omics研究中.
- 胃肠道和肝脏研究领域面临挑战和机遇,因为相互连接的器官系统和数据的复杂性.
研究的目的:
- 审查大数据培训在胃肠道和肝病学研究中的重要性.
- 突出与不充分的大数据专业知识相关的风险.
- 探索现有和潜在的解决方案,以解决胃肠道和肝脏研究中大数据技术专业人员的短缺问题.
主要方法:
- 关于生物医学研究中的大数据应用的文献综述.
- 对胃肠病学和肝病学大数据的当前培训环境的分析.
- 识别技能缺口和准确医学实施的培训需求.
主要成果:
- 在大数据分析方面受过训练的临床医生和科学家非常短缺.
- 不足够的培训构成了利用大数据用于肠道和肝病学精准医学的障碍.
- 大数据的复杂性需要专门的技术知识和分析技能.
结论:
- 加强培训计划对于为研究人员提供必要的大数据专业知识至关重要.
- 解决数据技能差距对于推进胃肠病学和肝病学领域的精准医学至关重要.
- 开发强大的培训解决方案将释放大数据在肠道和肝脏研究中的全部潜力.
更多相关视频
09:52A Clinical Metaproteomics Workflow Implemented within Galaxy Bioinformatics Platform to Analyze Host-Microbiome Interactions Underlying Human Disease
Published on: January 10, 2025
627
11:08Exploring the Effects of Spaceflight on Mouse Physiology using the Open Access NASA GeneLab Platform
Published on: January 13, 2019
12.3K
相关概念视频
Genomics
36.4K
Genomics is the science of genomes: it is the study of all the genetic material of an organism. In humans, the genome consists of information carried in 23 pairs of chromosomes in the nucleus, as well as mitochondrial DNA. In genomics, both coding and non-coding DNA is sequenced and analyzed. Genomics allows a better understanding of all living things, their evolution, and their diversity. It has a myriad of uses: for example, to build phylogenetic trees, to improve productivity and...
36.4K
Statistical Software for Data Analysis and Clinical Trials
582
Statistical software is pivotal in data analysis and clinical trials by providing tools to analyze data, draw conclusions, and make predictions. These software packages range from simple data management applications to complex analytical platforms, supporting various statistical tests, models, and simulation techniques. Their significance lies in their ability to handle vast amounts of data with precision and efficiency, enabling researchers to validate hypotheses, identify trends, and make...
582
Serum Laboratory Studies, Stool Test, Breath Test
354
Gastrointestinal (GI) diagnostic studies are pivotal in confirming, ruling out, diagnosing, or staging various diseases, including cancers. Following diagnosis, allocating time for discussions with the patient and providing informational resources is crucial. Diagnostic assessments of the GI tract often occur in outpatient settings like endoscopy suites or GI labs. Preparation for these tests may include dietary restrictions, fasting, liquid bowel preparations, laxatives, enemas, and the...
354
