courseraЗдоровье

Predictive Modeling and Transforming Clinical Practice

Курс от University of Colorado System

Средний≈ 11.5 чАнглийский

О курсе

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.

Навыки, которые вы освоите

Predictive Modeling Decision Support Systems Qualitative Research Clinical Informatics Model Training Model Evaluation Predictive Analytics Clinical Practices Clinical Data Management Intensive Care Medicine Intensive Care Unit Electronic Medical Record Data Analysis Risk Modeling Model Deployment Health Informatics Data Collection

Программа курса

5 модулей · 44 учебных материалов

01Introduction: Clinical Prediction Models13 материалов

Welcome to Predictive Modeling and Transforming Clinical Practice

Welcome to Predictive Modeling and Transforming Clinical PracticeВидео Setting ExpectationsВидео Get help and meet other learners in this course. Join your discussion forums!Чтение

Getting Started

Introduction to Specialization InstructorsЧтение

Учитесь у экспертов

Laura K. Wiley, PhD

Associate Professor

В каталоге вашей программы

Инвестируйте в себя

Новые знания — в удобное для вас время.

Начать на Coursera

Обучение откроется на Coursera
в новой вкладке

Обучение на Coursera

≈ 11.5 ч

5 модулей

Язык: Английский

Субтитры: Арабский, Французский, Украинский, Китайский (Китай), Греческий, Итальянский, Бразильский португальский, Нидерландский, Корейский, Немецкий, Русский, Тайский, Индонезийский, Шведский, Турецкий, Испанский, Хинди, Японский, Казахский, Польский

Predictive Modeling and Transforming Clinical Practice

О курсе

Навыки, которые вы освоите

Программа курса

Welcome to Predictive Modeling and Transforming Clinical Practice

Getting Started

Учитесь у экспертов

Laura K. Wiley, PhD

Introduction to Clinical Prediction Models

Types of Clinical Prediction Models

Developing Clinical Prediction Models

Week 1 Assessment

Ensuring Model Usability

Qualitative Methods

Qualitative Methods for Transforming Clinical Practice

Week 2 Assessment

Introduction to Clinical Prediction Model Implementation and Sustainability

Methods of Changing Clinical Practice

Clinical Decision Support

Sustainability of Clinical Prediction Models

Week 3 Assessment

Building Prediction Models

Data Types for Prediction Models

Programming Examples and Exercises

Week 4 Assessment

Welcome to Practical Applications!

Practical Application Project: Building