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Live-streaming is available only during workshops and selected seminars.

 


 

IMA Video Library

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Special Workshop
Statistical and Computational Challenges in Precision Medicine
Date Title / Speaker
November 09, 2018 A novel method to identify and prioritize drugs for an individual (N=1) based on clinical and multi-omics data
Krishna Kalari (Mayo Clinic)
 Special Workshop
November 09, 2018 Efficient Discovery of Heterogeneous Treatment Effects via Anomalous Pattern Detection
Edward McFowland (University of Minnesota, Twin Cities)
 Special Workshop
November 09, 2018 C-learning: A New Classification Framework to Estimate Optimal Dynamic Treatment Regimes
Min Zhang (University of Michigan)
 Special Workshop
November 09, 2018 Outcome-Weighted Learning for Personalized Medicine with Multiple Treatment Options
Donglin Zeng (University of North Carolina, Chapel Hill)
 Special Workshop
November 09, 2018 Personalized risk prediction using longitudinal data: Applications in obstetrics and cancer
Paul Albert (National Cancer Institute)
 Special Workshop
November 08, 2018 Statistical Analysis of SMART Studies via Arti fcial Randomization
Abdus Wahed (University of Pittsburgh)
 Special Workshop
November 08, 2018 HASS: Hybrid Algorithm for Subgroup Search via ADMM and EM Algorithms
Peter Song (University of Michigan)
 Special Workshop
November 08, 2018 Estimating and testing targeted mediation effect in the presence of high-dimensional mediators
Lei Liu (Washington University School of Medicine)
 Special Workshop
November 08, 2018 Statistical Inference of Covariate-Adjusted Randomized Experiment
Feifang Hu (George Washington University)
 Special Workshop
November 08, 2018 Adaptive testing on a high-dimensional parameter with application to precision medicine
Wei Pan (University of Minnesota, Twin Cities)
 Special Workshop
November 08, 2018 Learning Multi-relations in Biomedical Networks and Tensors
Rui Kuang (University of Minnesota, Twin Cities)
 Special Workshop
November 08, 2018 Quantile Regression in Genetic studies
Ying Wei (Columbia University)
 Special Workshop
November 08, 2018 Clustering Mixed-Type Data
Marianthi Markatou (University at Buffalo (SUNY))
 Special Workshop
November 08, 2018 Keynote
Eric Laber (North Carolina State University)
 Special Workshop
November 07, 2018 Matched Learning for Optimizing Individualized Treatment Strategies Using Electronic Health Records
Yuanjia Wang (Columbia University)
 Special Workshop
November 07, 2018 Analysis of implantable cardiac device diagnostics to tailor management of heart failure
Tracy Bergemann (Medtronic)
 Special Workshop
November 07, 2018 Estimating Causal (Personalized) Effects within Regulatory Tobacco Randomized Controlled Trials
David Vock (University of Minnesota, Twin Cities)
 Special Workshop
November 07, 2018 Thinking Causally About High-Dimensional Databases
Debashis Ghosh (University of Colorado Denver)
 Special Workshop
November 07, 2018 Optimal treatment and timing of routine surveillance in children after allogeneic hematopoietic cell transplantaion
Zhezhen Jin (Columbia University)
 Special Workshop
November 07, 2018 A Bayesian Imputation Approach to Optimizing Dynamic Treatment Regimes
Thomas Murray (University of Minnesota, Twin Cities)
 Special Workshop
November 07, 2018 How good is your selected subgroup?
Xuming He (University of Michigan)
 Special Workshop
Recent Advances in Machine Learning and Computational Methods for Geoscience
Date Title / Speaker
October 26, 2018 Primal-dual algorithms and their applications
Ming Yan (Michigan State University)
 Special Workshop
October 26, 2018 Addressing spatial uncertainty during remote sensing data analysis
Alina Zare (University of Florida)
 Special Workshop
October 25, 2018 On the Use of Gaussian Process Models for Problems in CubeSat Data Interpolation
Eric Miller (Tufts University)
 Special Workshop
October 25, 2018 Advances in Supervised and Semi-Supervised Machine Learning for Image Analysis of Multi-Modal Geospatial Imagery Data
Saurabh Prasad (University of Houston)
 Special Workshop
October 25, 2018 Novel Machine Learning Methods for Extraction of Features Characterizing Complex Datasets and Models
Velimir Vesselinov (Los Alamos National Laboratory)
 Special Workshop
October 25, 2018 Regularization and Compression via Tensor Dictionaries
Misha Kilmer (Tufts University)
 Special Workshop
October 24, 2018 Machine Learning for Background Estimation in Multispectral Imagery
James Theiler (Los Alamos National Laboratory)
 Special Workshop
October 24, 2018 Harmonization and Fusion of Global Scale Data
Nathan Longbotham (Descartes Labs, Inc.)
 Special Workshop
October 24, 2018 Space-borne SAR interferometry: Three Decades of Innovation and Problem Solving
Manoochehr Shirzaei (Arizona State University)
 Special Workshop

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