Master of Science in Medical Informatics Elective Courses

Quantitative Biomedical Sciences

• QBS 108 Applied Machine Learning
• QBS 110 Integrative Biomedical Sciences Seminar (0.5 unit)
• QBS 110.5 Integrative Biomedical Sciences Seminar Project (0.5 unit)
• QBS 119 Foundations of biostatistics I: Applied Biostatistics OR QBS 120 Foundations of Biostatistics I: Statistical Theory for the Quantitative Biomedical Sciences 
• QBS 122 Foundations of Biostatistics III: Modeling Complex Data
• QBS 123 Biostatistics Consulting Lab (0.5 unit)
• QBS 124 Advanced Biomedical Data Analysis
• QBS 126 Analysis of Densely Collected Longitudinal Data
• QBS 131 Foundations of Epidemiology II: Theory and Methods 
• QBS 132 Molecular Biologic Markers in Human Health Studies 
• QBS 133 Clinical Epidemiology
• QBS 136 Applied Epidemiological Methods I
• QBS 137 Applied Epidemiological Methods II
• QBS 146 Foundations of Bioinformatics I
• QBS 147 Genomics: From Data to Analysis
• QBS 177 Methods of Statistical Learning for Big Data
• QBS 193 Independent Journal Club (0.5 unit)
• QBS 194 Biostatistics Journal Club
• QBS 195 Independent Study
• QBS 270 QBS Journal Club: Epidemiology (0.5 unit Fall)
• QBS 270 QBS Journal Club: Biostatistics (0.5 unit Winter)
• QBS 270 QBS Journal Club: Bioinformatics  (0.5 unit Spring)
• QBS 271 Advanced Epidemiology Journal Club (0.5 unit; not offered every year)

Computer Science

• COSC 169 Topics in Computer Systems
• COSC 189 Topics in Applied Computer Science
• COSC 269 Topics in Computer System
• COSC 274 Machine Learning and Statistical Data Analysis

Public Health Courses at Geisel

• PH 111 Medical Care Epidemiology: Principles, Applications and Insights
• PH 112 Medical Care & the Corporation
• PH 115 Value and Resource Allocation
• PH 117 Introduction to Quality Improvement in Health Systems (0.5 unit)
• PH 122 Survey Methods
• PH 125 Introduction to Qualitative Methods for Public Health & Healthcare Studies (0.5 unit)
• PH 126 Statistical Measurement & Analysis for Healthcare Quality Improvement
• PH 131 Patient Centered Health Communication (0.5 unit)
• PH 151 Environmental Health Sciences and Policy (0.5 unit)
• PH 154 Determinants in Health Inequities (0.5 unit)

Thayer School of Engineering

• ENGS 162 Basic Biological Circuit Engineering
• ENGS 262 Advanced Biological Circuit Engineering

Limits and requirements

• No more than 3 journal clubs or 1.5 units of journal club courses may count towards elective credit.
• No more than 1 independent study may count towards elective credit.
• No more than 1 independent journal club may count towards elective credit.
• Seek administrative approval for non-listed electives. Email Monica Espinoza for additional information.