26-30 July 2026

EMBC 2026

Toronto, Canada
We.2.11: Personalized Digital Health: Metabolic Monitoring, Chronic Disease & Clinical Decision Support
Wednesday, 29 July, 11:30 - 13:00
Location: Room 701B
Session Type: Oral
Session Co-Chairs: Erdenebayar Urtnasan and Adirek Munthuli
Theme 9: Biomedical & Health Informatics
Wed, 29 Jul, 11:30 - 11:45

We.2.11.1: PARAMETER-EFFICIENT CONVOLUTIONAL GRU NETWORK WITH TEMPORAL REGULARIZATION FOR PERSONALIZED PRANDIAL RECOMMENDATIONS IN GLYCEMIC CONTROL
Fariza Siddiqua, The University of Texas at El Paso; Krishna Chandra Roy, New Mexico Institute of Mining and Technology; Alvaro N. Gurovich, The University of Texas at El Paso; Syed Kamrul Islam, University of Missouri; Md Maruf Hossain Shuvo, The University of Texas at El Paso
Wed, 29 Jul, 11:45 - 12:00

We.2.11.2: Contrastive Pretraining with Hybrid Transformers for 3D Body Shape Analysis
Boyuan Feng, Ruting Cheng, Chuhui Qiu, Yijiang Zheng, Khashayar Vaziri, Qing Pan, James Hahn, George Washington University
Wed, 29 Jul, 12:00 - 12:15

We.2.11.3: Optimizing Hemodynamic Stability and Pain Management in the ICU via Discrete Markov Decision Processes
Cristian Drudi, Politecnico di Milano; Reid Kovacs, Massachusetts Institute of Technology; Riccardo Barbieri, Politecnico di Milano
Wed, 29 Jul, 12:15 - 12:30

We.2.11.4: Identifying Key Physiological Parameters in Diabetes Models via Machine Learning
Rory Smith, Paola Jaramillo Cienfuegos, Richard O'Brien, Jr., United States Naval Academy
Wed, 29 Jul, 12:30 - 12:45

We.2.11.5: PREDICTING DISEASE ACTIVITY IN JUVENILE IDIOPATHIC ARTHRITIS USING KNEEMS AND MACHINE LEARNING
Ruchik Mishra, Ahmet Rasim Emirdagi, Chuoqi Chen, Georgia Institute of Technology; Catherine Yang, Emory University; Holland E. Ernst, Georgia Institute of Technology, USA; Lori Ponder, Sampath Prahalad, Emory University; Omer T. Inan, Georgia Institute of Technology
Wed, 29 Jul, 12:45 - 13:00

We.2.11.6: Meal Leftover Detection with Segmentation, Depth Estimation, and Augmentation of Food Photographs
Sicong Huang, Mahima Bhatt, Anurag Das, Nikhil Nehra, Ricardo Gutierrez-Osuna, Bobak J. Mortazavi, Texas A&M University