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Statistics, Bioinformatics, and AI in SABV Research · LearnSpace
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Statistics, Bioinformatics, and AI in SABV Research

Курс от University of Colorado System
Средний≈ 3.9 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

This course addresses statistics, bioinformatics, and machine learning/artificial intelligence in the study of sex differences and SABV research. You'll learn from experts about the following: addressing common statistical errors, describing challenges related to the measurement of peri and postmenopausal women in research, considering methods to control for hormones in research, identifying preclinical models to answer questions regarding sex differences, illustrating the latest uses of machine learning and artificial intelligence. This course is the third of three courses in the Specialization: Sex as a Biological Variable in the Conduct of Research. Experts: Nannette Santoro, MD, University of Colorado Anschutz Kerrie Moreau, PhD, University of Colorado Anschutz Nancy Lane, MD, UC Davis Nina Stachenfeld, PhD, Yale School of Medicine Janet Rich Edwards, ScD, MPH, Harvard University Audrey Hendricks, PhD, University of Colorado Anschutz Carolyn Mazure, PhD, Yale School of Medicine

Навыки, которые вы освоите

Statistical AnalysisEndocrinologyStatistical Hypothesis TestingArtificial Intelligence and Machine Learning (AI/ML)Quantitative ResearchStatistical ReportingMedical Science and ResearchPre-Clinical DevelopmentResearch MethodologiesGynecologyClinical ResearchStatistical MethodsBioinformaticsMachine Learning MethodsApplied Machine LearningStatistical Machine LearningBiostatisticsResponsible AI

Программа курса

3 модулей · 19 учебных материалов

01Practical Aspects of SABV in Research5 материалов
Introduction to This CourseЧтениеPerimenopause, Menopause, and Hormone MeasurementВидеоQ&A with Dr. Santoro: Clinical Questions about Perimenopause and MenopauseВидеоBest Methods for Studying SABV in Human Cardiovascular ResearchВидео

Учитесь у экспертов

Ludeman Family Center for Women's Health Research

Преподаватель курса

Statistics, Bioinformatics, and AI in SABV Research
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Обучение на Coursera

≈ 3.9 ч

3 модулей

Язык: Английский

Часть программы вашего университета
Module 1 QuizЗадание
02Methodological Considerations for SABV Research7 материалов
Using Preclinical Models to Study Sex Differences to Improve Drug InterventionsВидеоWhy are Preclinical Models Important?DIALOGUEQ&A with Dr. Lane: Discussion of Methods and Experience in Clinical TrialsВидеоMethods for Sex Hormone Effects in Women under Ideal ConditionsВидеоMethods for Including Women in Studies When Controls are Less Than IdealВидеоMethods for Including Women in Various CircumstancesDIALOGUEModule 2 QuizЗадание
03Biostatistics and AI in Sex Differences and SABV Research7 материалов
Opportunity and Integrity in Sex Differences ResearchВидеоThe Use and Misuse of p-Values in Sex Difference ResearchВидеоBest Uses of Machine Learning and Artificial Intelligence in Sex Differences ResearchВидеоReducing Machine Learning (ML) and AI Bias in Sex Differences ResearchВидеоClosing Remarks: Why is it Important to Study Women's Health?ВидеоModule 3 QuizЗаданиеReferences & ResourcesЧтение