The NIPS2015 Workshops videos are out. Here are the videos of the Machine Learning For Healthcare (MLHC) Workshop.
- "Integrating Artificial Intelligence into Emergency Care" Steven Horng MD MMSc, Emergency Department attending physician at Beth Israel Deaconess Medical Center
- "Data-driven Phenotyping of Autism Spectrum Disorders" Finale Doshi Velez, PhD, Assistant Professor of Computer Science, Harvard, Video - Doshi-Velez
- "Behavioral Analytics in Mental Health Care" , Gourab De, PhD, ginger.io, Data Scientist at healthcare startup, Video - De
- "Accuracy on the test set is not enough --- the risk of deploying unintelligible models in healthcare." Rich Caruana, PhD, Senior Researcher Microsoft Research, Video - Caruana
- Healthcare challenges #1
- Hong Yu, Translational Informatics, Video - Horng
- Katherine M. Dudding, Video: Dudding
- Daniel Friedman, Video - Friedman
- "Building [Machine] Learning Healthcare Systems" Nigam Shah MBBS, PhD, Associate Professor of Medicine at Stanford School Of Medicine, Department of Biomedical Informatics, Assistant Director Stanford Center for Biomedical Research, Video - Shah
- Contributed talks #1-5
- Florian Wenzel + Stephan Mandt, Genetics associations and confounding, Video - Wenzel
- Changwei Hu
- Roy Adams, Physiological time series, Video - Adams
- John Dickerson, Video - Dickerson
- Charles C. Onu, Birth Asphyxia and ML, Video - Onu
- Invited Speaker : "Personalized Mobile Health Interventions" Ambuj Tewari, PhD, Assistant Professor Statistics & Electrical Engineering and Computer Science, University of Michigan, Ann Arbor
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