9 citations · 11 across the 3 of their papers we have counts for
4 papers
Who will Leave a Pediatric Weight Management Program and When? -- A machine learning approach for predicting attrition patterns
Hamed Fayyaz, Thao-Ly T. Phan, H. Timothy Bunnell +1
Childhood obesity is a major public health concern. Multidisciplinary pediatric weight management programs are considered standard treatment for children with obesity and severe ob…
Identifying the Leading Factors of Significant Weight Gains Using a New Rule Discovery Method
Mina Samizadeh, Jessica C Jones-Smith, Bethany Sheridan +1
Overweight and obesity remain a major global public health concern and identifying the individualized patterns that increase the risk of future weight gains has a crucial role in p…
Time-series Imputation and Prediction with Bi-Directional Generative Adversarial Networks
Mehak Gupta, Rahmatollah Beheshti
Multivariate time-series data are used in many classification and regression predictive tasks, and recurrent models have been widely used for such tasks. Most common recurrent mode…
Multi-modal Predictive Models of Diabetes Progression
Ramin Ramazi, Christine Perndorfer, Emily Soriano +2
With the increasing availability of wearable devices, continuous monitoring of individuals' physiological and behavioral patterns has become significantly more accessible. Access t…