Using Electronic Health Records to Identify Heart Failure Cohorts with Differentiation for Preserved and Reduced Ejection Fraction. - Suzette J. Bielinski; Jyotishman Pathak; Hongfang Liu; Sunghwan Sohn; Gail P. Jarvik; David Carrell; Naveen Pereira; Véronique L. Roger (AMIA, 2012)

Using EHRs and Machine Learning for Heart Failure Survival Analysis. - Maryam Panahiazar; Vahid Taslimitehrani; Naveen Pereira; Jyotishman Pathak (MedInfo, 2015)

Using EHRs for Heart Failure Therapy Recommendation Using Multidimensional Patient Similarity Analytics. - Maryam Panahiazar; Vahid Taslimitehrani; Naveen L. Pereira; Jyotishman Pathak (MIE, 2015)

Developing EHR-driven heart failure risk prediction models using CPXR(Log) with the probabilistic loss function. - Vahid Taslimitehrani; Guozhu Dong; Naveen L. Pereira; Maryam Panahiazar; Jyotishman Pathak (J. Biomed. Informatics, 2016)

Temporal reflected logistic regression for probabilistic heart failure survival score prediction. - Mingjie Qian; Jyotishman Pathak; Naveen L. Pereira; Chengxiang Zhai (BIBM, 2017)