26-30 July 2026

EMBC 2026

Toronto, Canada
We.1.6: Cognitive Neuroscience & Mental Health
Wednesday, 29 July, 08:30 - 10:00
Location: Room 801B
Session Type: Oral
Session Co-Chairs: Xiaoli Guo and June-Woo Kim
Theme 5: Neural and Rehabilitation Engineering
Wed, 29 Jul, 08:30 - 08:45

We.1.6.1: Toward operational neuroergonomics: predicting ATC training outcomes from multimodal EEG-ECG biomarkers under mental workload
Tze Hui Koh, Zheng Yang Chin, Chuanchu Wang, Zhuo Zhang, Kai Keng Ang, Agency for Science, Research and Technology
Wed, 29 Jul, 08:45 - 09:00

We.1.6.2: Towards Accelerated Detection of Cognitive Decline with Wearables: Multimodal Sensing Assessment of Psychophysiology
Sai Prasanth Bangalore, Feiya Xiang, Geet Khatri, Kathryn E. Swaim, Shalini Mukherjee, Michael Cameron, Ashley Clemmer, Allison Martinko, Sophie Southerland, North Carolina State University; Ava Bui, University of Virginia; Shevaun D. Neupert, Edgar Lobaton, North Carolina State University
Wed, 29 Jul, 09:00 - 09:15

We.1.6.3: MULTI-TASK LEARNING FOR COMORBIDITY-AWARE PREDICTION OF DEPRESSION AND POST-TRAUMATIC STRESS DISORDER FROM CLINICAL INTERVIEWS
Chaithra Nerella, International Institute of Information Technology, Hyderabad; Alen V A, Reni K Cherian, Saintgits College of Engineering; Chiranjeevi Yarra, International Institute of Information Technology, Hyderabad
Wed, 29 Jul, 09:15 - 09:30

We.1.6.4: ACTIVITY PROFILING FOR LONGITUDINAL BEHAVIORAL DRIFT MONITORING IN POPULATIONS AT RISK OF COGNITIVE DECLINE
Vasileios Loukas, Vasilis Tsakanikas, Foundation of Research and Technology Hellas; Markus Bödenler, University of Applied Sciences FH Joanneum; Helena Untersteiner, Medical University of Vienna; Grigorios Kotoulas, Foundation of Research and Technology Hellas; Sten Hanke, University of Applied Sciences FH Joanneum; Manolis Tsikankis, Dimitrios Fotiadis, Foundation of Research and Technology Hellas
Wed, 29 Jul, 09:30 - 09:45

We.1.6.5: Multi-Method Feature Consensus for Stable Acoustic Biomarker in Depression Detection
Musyyab Yousufi, Rytis Maskeliunas, Kaunas University of Technology
Wed, 29 Jul, 09:45 - 10:00

We.1.6.6: Distinct Neural Pathways for Convergent Learning Outcomes in Instructional Scaffolding: An EEG Hyperscanning Study
Xiaoke He, Leijing Shu, Haiqing Yu, Yongzhi Huang, Qiaoyi Wu, Minpeng Xu, Tianjin University