Welcome to the journal club for the Department of Biomedical Informatics at Emory University.
We present and critique literature on machine learning, signal processing, and computation in biomedicine.
Sessions are moderated by Professor Shamim Nemati.
Biomedical Informatics Conference Room
Woodruff Memorial Research Building (WMB)
101 Woodruff Circle,
Atlanta, GA 30322
|Date||Time||Presenter||PDFs of Papers & Slides ( )|
|02/21||4pm||Supreeth||Scalable and accurate deep learning for Electronic Health Records|
|01/31||4pm||Supreeth||Learning to cluster in order to transfer across domains and tasks|
|01/24||4pm||Azade||Maximum Likelihood Estimation, Weibull cox proportional hazards model|
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|Date||Presenter||PDFs of Papers & Slides ( )|
|12/14/17||Supreeth||Neural Network based clustering using pair-wise constraints|
|07/13/17||Erik Reinertsen||Transfer Entropy Estimation and Directional Coupling Change Detection in Biomedical Time Series|
|07/06/17||Supreeth||Doubly Robust Policy Evaluation and Learning|
|06/29/17||Supreeth||Doubly Robust Estimation of Causal Effects|
|06/22/17||Supreeth||Nonlinear Inverse Reinforcement Learning with Gaussian Processes|
|06/07/17||Supreeth||Doctor AI: Predicting Clinical Events via Recurrent Neural Networks|
|06/22/16||Mark Connolly||The Automatic Neuroscientist: A framework for optimizing experimental design with closed-loop real-time fMRI|
|05/18/16||Sahar Harati||Speech Emotion Recognition Using Deep Neural Network and Extreme Learning Machine|
|04/27/16||Jitesh Punjabi||Using Anchors to Estimate Clinical State without Labelee Data|
|04/13/16||Supreeth Prajwal||OrderRex: clinical order decision support and outcome predictions by data-mining electronic medical records|
|03/30/16||Ziyi Li||Using generalized estimating equations for longitudinal data analysis|
|03/02/16||Erik Reinertsen||Major depressive disorder subtypes to predict long-term course|
|02/17/16||Myles McCrary||Real-time prediction of mortality, readmission, and length of stay|