BDSI Faculty and Topics
Past Lecturers
Participants are invited to watch previously recorded lectures from UM faculty members and graduate students from biostatistics, information science, statistics, electrical engineering & computer science, and more:
- Gonçalo Abecasis (BIOS)
- Eytan Adar (SI)
- Phil Boonstra (BIOS)
- Yang Chen (STAT)
- Brian Denton (IOE)
- Matthew Flickinger (BIOS)
- Johann Gagnon-Bartsch (STAT)
- Brett Griffiths (MCC)
- Hui Jiang (BIOS)
- Timothy Johnson (BIOS)
- Hyun Min Kang (BIOS)
- Jian Kang (BIOS)
- Matthew Kay (CSE)
- Sachin Kheterpal (MED SCHOOL)
- Kelley Kidwell (BIOS)
- Danai Koutra (EECS)
- Rod Little (BIOS)
- Lynda Lisabeth (EPID)
- Bhramar Mukherjee (BIOS)
- Kayvan Najarian (DCMB)
- Brahmajee Nallamothu (MED SCHOOL)
- Emily Mower Provost (CSE)
- Karandeep Singh (MED SCHOOL)
- Xiaoquan William Wen (BIOS)
- Jenna Wiens (EECS)
- Cristen Willer (Human Genetics)
- Zhenke Wu (BIOS)
- Matt Zawistowski (BIOS)
- Jon Zelner (EPID)
- Sebastian Zöllner (BIOS)
Topics Include
- Data Acquisition, Database Management
- Common computing platform, Linux environment
- Data Structures
- Data Integration and Linkage
- Data Visualization
- Epidemiology
- Probability and Statistical Inference
- Cloud, Parallel and Distributed Computing
- Optimization
- Sampling Methods: Markov chain, Monte Carlo
- Medical Informatics/Computing
- Matrix Computation
- Bias and Confounding, Missing Data, Causal Inference
- Precision Medicine
- Cardiovascular Health
- Machine Learning, Graphical Models, Sparse Learning with Matrices, Social Network Analysis, Imaging