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
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, 12:00 - 12:15
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.