1. Editorial: special issue on machine learning for health and medicine

   • Jenna Wiens
   • Byron C. Wallace

   Editor's Note 22 December 2015 Pages: 305 - 307

2. Multi-task seizure detection: addressing intra-patient variation in seizure morphologies

   • Alex Van Esbroeck
   • Landon Smith
   • Zahi Karam

   OriginalPaper 11 July 2015 Pages: 309 - 321

   

3. Learning (predictive) risk scores in the presence of censoring due to interventions

   • Kirill Dyagilev
   • Suchi Saria

   OriginalPaper 20 October 2015 Pages: 323 - 348

   

4. Supersparse linear integer models for optimized medical scoring systems

   • Berk Ustun
   • Cynthia Rudin

   OriginalPaper 05 November 2015 Pages: 349 - 391

   

5. Learning classification models of cognitive conditions from subtle behaviors in the digital Clock Drawing Test

   • William Souillard-Mandar
   • Randall Davis
   • Dana L. Penney

   OriginalPaper 20 October 2015 Pages: 393 - 441

   

6. A dynamic ensemble approach to robust classification in the presence of missing data

   • Bryan Conroy
   • Larry Eshelman
   • Minnan Xu-Wilson

   OriginalPaper 20 October 2015 Pages: 443 - 463

   

7. Learning to identify relevant studies for systematic reviews using random forest and external information

   • Madian Khabsa
   • Ahmed Elmagarmid
   • Mourad Ouzzani

   OriginalPaper 23 October 2015 Pages: 465 - 482

   

8. Accelerating a Gibbs sampler for variable selection on genomics data with summarization and variable pre-selection combining an array DBMS and R

   • David Sergio Matusevich
   • Wellington Cabrera
   • Carlos Ordonez

   OriginalPaper 20 October 2015 Pages: 483 - 504