26-30 July 2026

EMBC 2026

Toronto, Canada
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

Session:
We.2.11: Personalized Digital Health: Metabolic Monitoring, Chronic Disease & Clinical Decision Support Oral

Track:
Biomedical & Health Informatics

Location:
Room 701B

Presentation Time:
Wednesday, 29 July, 11:45 - 12:00

Session Co-Chairs:
Erdenebayar Urtnasan and Adirek Munthuli
Presentation
Discussion
Resources
No resources available.
Session We.2.11
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
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
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
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
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
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
Resources
No resources available.