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Predictive Modeling and Transforming Clinical Practice
by Laura K. Wiley, PhD- 0.0
Approx. 11 hours to complete
This course teaches you the fundamentals of transforming clinical practice using predictive models. This course examines specific challenges and methods of clinical implementation, that clinical data scientists must be aware of when developing their predictive models. Introduction: Clinical Prediction Models Welcome to Predictive Modeling and Transforming Clinical Practice Setting Expectations Introduction to Clinical Prediction Models...
The Critical Role of IT Support Staff in Healthcare
by Ashwini S. Davison, M.D. , Jessica M. Roosth- 4.7
Approx. 2 hours to complete
This is a very exciting time to be exploring a career in Health IT Support! In this introductory course, you’ll learn about various roles in IT support that are common in healthcare. IT support staff play critical roles in many different healthcare venues. Welcome again! Why Health IT? Welcome to the Course...
Introduction to Healthcare
by Nigam Shah , Mildred Cho , Laurence Baker- 4.8
Approx. 12 hours to complete
Solving the problems and challenges within the U. S. healthcare system requires a deep understanding of how the system works. Successful solutions and strategies must take into account the realities of the current system. This course explores the fundamentals of the U. S. healthcare system. The course will cover physician practices, hospitals, pharmaceuticals, and insurance and financing arrangements....
AI in Healthcare Capstone
by Matthew LungrenTop Instructor , Nigam Shah , Serena YeungTop Instructor , Tina Hernandez-Boussard , Laurence Baker- 4.6
Approx. 11 hours to complete
This capstone project takes you on a guided tour exploring all the concepts we have covered in the different classes up till now. We have organized this experience around the journey of a patient who develops some respiratory symptoms and given the concerns around COVID19 seeks care with a primary care provider....
生物信息学: 导论与方法
by Ge Gao 高歌, Ph.D. , Liping Wei 魏丽萍, Ph.D.- 4.7
Approx. 26 hours to complete
欢迎选修北京大学MOOC课程“生物信息学:导论与方法”。 近三十年来,生命科学与计算科学飞速发展。生物信息学是一门生命科学与计算科学的前沿交叉学科。生物信息学产生和迅猛发展的主要推动力来自于新一代测序等高通量技术在生命科学领域越来越广泛的应用。目前,人和很多动植物的基因组已经被测序出来。已知DNA序列的数量已超过20兆亿碱基,每五个月翻一番。这些前所未有的大数据中蕴藏着很多尚不为人知的新发现、新知识,给生命科学研究带来新的历史机遇。但是同时,这些大数据不仅数量巨大、持续呈现指数增长的趋势,而且噪音高,异构程度高。准确、快速地分析这些数据需要先进的计算方法。 生物信息学是一门强大的新技术,是用来分析、存储、搜索海量生物医学数据的信息技术和计算技术。另一方面,生物信息学是一种研究生命科学问题的新方法、新思路,是一种从全基因组出发、从系统水平出发、基于数据整合,提出新假说、发现新规律的研究方法。在这门“生物信息学:导论与方法”网上课程中,我们将向您系统地讲授生物信息学主要概念及方法。课程内容从基础的序列比对开始,循序渐进,围绕深度测序数据分析、计算基因组学、分子通路鉴定等当前研究的前沿热点内容进行介绍与讨论。进一步地,我们会以我们实验室自己开发的算法、软件及数据库为例,告诉您如何开发新的生物信息学技术。我们将用具体实例展示给您,如何用生物信息学的方法及研究思路来解决生命科学里的实际问题。我们也邀请到几位生命科学领域资深教授介绍相关的生物信息学重要工作及生物信息学在生命科学中的作用。 本课程材料采用 CC BY-NC-SA 协议开放共享。 导论与历史 课程介绍 什么是生物信息学 生物信息学历史 中国大陆的生物信息学 阅读参考 讲义 导论与历史 序列比对 序列比对中的基本概念 利用动态规划进行全局比对 从全局比对到局部比对 考虑仿射空位罚分的序列比对,以及如何计算Needleman-Wunsch算法的时间复杂度 关于同源、相似性、相似性矩阵和点阵图 M. S. Waterman教授访谈 学生课堂报告(一) 学生课堂报告(二) 阅读参考 讲义 序列比对 序列数据库搜索 序列数据库 BLAST算法初探 学生课堂报告 阅读参考 讲义 序列数据库搜索 马尔可夫模型 从状态到马尔可夫链 隐马尔可夫模型 用隐马尔可夫模型建立预测模型 学生课堂报告(一) 学生课堂报告(二) 学生课堂报告(三) 学生实践 阅读参考 讲义 马尔可夫模型 新一代测序NGS:重测序的回帖和变异鉴定 新一代测序 序列回帖和变异鉴定 序列回帖和变异鉴定的分析演示...
Leadership in Interprofessional Informatics
by Karen Monsen, Ph.D., RN, FAAN , Daniel J. Pesut, Ph.D., RN, FAAN- 4.8
Approx. 28 hours to complete
In this course, students in the health and information technology professions will examine models for interprofessional collaboration and teamwork, practice communication techniques to promote effective interaction, and envision futures literacy in interprofessional informatics scenarios. We will hear from nurses and other informaticians who are leading and working interprofessionally, and glean insights from their diverse perspectives....
Top Online Courses and Specializations | Coursera
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Find Courses and Specializations from top universities like Yale, Michigan, Stanford, and leading companies like Google and IBM. Join Coursera for free and transform your career with degrees, certificates, Specializations, & MOOCs in data science, computer science, business, and dozens of other topics....
Coursera | Online Courses & Credentials From Top Educators. Join for Free
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Learn online and earn valuable credentials from top universities like Yale, Michigan, Stanford, and leading companies like Google and IBM. Join Coursera for free and transform your career with degrees, certificates, Specializations, & MOOCs in data science, computer science, business, and dozens of other topics....
Course Definition & Meaning - Merriam-Webster
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course: [noun] the act or action of moving in a path from point to point....
Free Online Courses | Stanford Online
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Free Online Courses. Our free online courses provide you with an affordable and flexible way to learn new skills and study new and emerging topics. Learn from Stanford instructors and industry experts at no cost to you....
Online Courses - Learn Anything, On Your Schedule | Udemy
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Udemy is an online learning and teaching marketplace with over 185,000 courses and 49 million students. Learn programming, marketing, data science and more....