CSE 6250 Big Data for Healthcare

Resource

Guest Lectures

One may find the recent guest lectures recorded at this LINK or this LINK with the following order of playlist.

  1. Stewart, Walter from Sutter Health. How Do We Accelerate Data Driven Health Care? (April 19, 2018)
  2. Swamidass, S. Joshua from Washington University in St. Louis. Translating from Chemistry to Clinic with Deep Learning: Modeling the Metabolism and Subsequent Reactivity of Drugs (April 12, 2018)
  3. Cooper, Gregory from Univ. of Pittsburgh. Causal Network Discovery from Biomedical and Clinical Data (April 5, 2018)
  4. James M. Rehg from School of Interactive Computing, GT. Big Data in Behavioral Medicine. (Mar 6, 2018)
  5. David Page from Univ. of Wisconsin-Madison. ML from EHR: High-Throughput Prediction, Insights into Causation. (Feb 27, 2018)
  6. Ioakeim (Kimis) Perros from SunLab. Unsupervised Phenotyping using Tensor Factoriztion. (Feb 20, 2018)
  7. Jon Duke from Georgia Tech Research Institute. Precision Medicine at Georgia Tech: Introduction to the Health Data Analytics Platform. (Feb 6, 2018)
  8. Rachel Patzer from Emory Univ. Predicting Hospital Readmissions Among Kidney Transplant Recipients. (Feb 13, 2018)
  9. Chunhua Weng from Columbia Univ. Using Electronic Health Records Data to Support Patient Care and Clinical Research. (Jan 30, 2018)

Past Guest Lectures

  1. Jon Duke from Regenstrief Institute. Phenotyping on OHDSI. (Jan 24, 2017, in class) [Video](Slides under T-square Resources)

  2. Jon Duke from Regenstrief Institute. NLP in Health Data Analytics. (Jan 31, 2017, in class) [Video]

  1. Ben Snively from Amazon Web Services (AWS). Analytics on the Cloud. (Jan 21, 2016, in class) [Slide][Video]

  2. Richard Starr from Institue for People and Technology (IPaT) @ Georgia Tech. OHDSI (Observational Health Data Sciences and Informatics). (Spring 2016, in class) [Video]

  3. Michael Thompson from Children's Healthcare of Atlanta (CHOA). Using Electronic Medical Records for Research. (Apr 21, 2015, in class) [Video]

  4. Jon Duke from Regenstrief Institute. Natural Language Processing in Health Data Analytics. (Apr 2, 2015, in class) [Video]

  5. Gari Clifford from Emory University. Real-world Applications in Healthcare. (Mar 31, 2015, in class) [Video]