Age and Gender Identification in Social Media. - James Marquardt; Golnoosh Farnadi; Gayathri Vasudevan; Marie-Francine Moens; Sergio Davalos; Ankur Teredesai; Martine De Cock (CLEF (Working Notes), 2014)

HealthSCOPE: An Interactive Distributed Data Mining Framework for Scalable Prediction of Healthcare Costs. - James Marquardt; Stacey Newman; Deepa Hattarki; Rajagopalan Srinivasan; Shanu Sushmita; Prabhu Ram; Viren Prasad; David Hazel; Archana Ramesh; Martine De Cock; Ankur Teredesai (ICDM Workshops, 2014)

Population Cost Prediction on Public Healthcare Datasets. - Shanu Sushmita; Stacey Newman; James Marquardt; Prabhu Ram; Viren Prasad; Martine De Cock; Ankur Teredesai (Digital Health, 2015)

Using Machine Learning to Predict Hospital Acquired Sepsis. - Xinran Liu; Greg McKelvey; James Marquardt; Rosemary M. Grant; David Carlbom (AMIA, 2017)

Development and Prospective Validation of a Machine Learning-Based Risk of Readmission Model in a Large Military Hospital. - Carly Eckert; Neris Nieves-Robbins; Elena Spieker; Tom Louwers; David Hazel; James Marquardt; Keith Solveson; Anam Zahid; Muhammad Ahmad; Richard Barnhill; T. Greg McKelvey; Robert Marshall; et al. (Appl. Clin. Inform., 2019)