We.P20.A-30
FESTA-NET: A GENERALIZABLE TEMPORAL-ALIGNMENT NETWORK FOR ROBUST AFFECTIVE AND COGNITIVE STATE DECODING FROM FNIRS AND EEG
Minsu Kim, Kyeonggu Lee, Minyoung Chun, Hyerin Nam, Chang-Hwan Im, Hanyang University
Session:
We.P20: Deep learning / Machine Learning II Poster
Track:
Biomedical Signal Processing
Location:
Hall E; Bay A, Board #30
Presentation Time:
Wednesday, 29 July, 16:30 - 18:30
Presentation
Discussion
Resources
No resources available.
Session We.P20
We.P20.A-26: EVALUATING CLINICAL FEATURE UTILITY IN MACHINE LEARNING DETECTION OF LEFT VENTRICULAR HYPERTROPHY
Anne Mihai, Algoverse AI Research; Erik Gutierrez, Purdue University; Karina Roano-Aguilera, Brady Bartram, Algoverse AI Research; Ryan Bui, University of California, Irvine; Kevin Zhu, University of California, Berkeley
We.P20.A-27: FEASIBILITY OF DEEP LEARNING FOR CONTACTLESS BLOOD PRESSURE ESTIMATION USING MORPHOLOGICAL FEATURES OF RPPG
Hyojin Jo, Dogyun Park, Sejik Oh, Yi Gyeom Kim, Nam Kyu Kwon, Yeungnam University
We.P20.A-28: Latent Trajectory Analysis of Uterine Contractions for Labor Monitoring
Yu Honda, Hiroshi Kawaguchi, Shintaro Izumi, Kobe University
We.P20.A-29: Foundation Models for Wearable Sensors: Architecture and Health-Domain Landscape
Shahab Alizadeh, University of Calgary; C.J. Pakenham, University of Waterloo; Rashmita Chatterjee, Sayeh Bayat, University of Calgary
We.P20.A-30: FESTA-NET: A GENERALIZABLE TEMPORAL-ALIGNMENT NETWORK FOR ROBUST AFFECTIVE AND COGNITIVE STATE DECODING FROM FNIRS AND EEG
Minsu Kim, Kyeonggu Lee, Minyoung Chun, Hyerin Nam, Chang-Hwan Im, Hanyang University
We.P20.A-31: MULTI-BRANCH CONVOLUTIONAL NEURAL NETWORK WITH FEATURE-LEVEL GRAPH ATTENTION FOR EMOTION RECOGNITION FROM SINGLE-CHANNEL PHOTOPLETHYSMOGRAPHY
Wenkai HU, Kana EGUCHI, Shota KATO, Manabu KANO, Kyoto University
We.P20.A-32: MACHINE LEARNING EEG BIOMARKERS IN SYNGAP1 RODENT MODELS
Nikoo Moradi, Melissa Fasol, Hollan Haule, Javier Escudero, Alfredo Gonzalez-Sulser, University of Edinburgh
We.P20.A-33: A Multimodal Deep Learning Framework for Motion Sickness Detection in Vehicles Using EEG and Head Acceleration Signals
Byoung-Gyu Song, Chany Lee, Korea Brain Research Institute
We.P20.A-34: Predicting Congestive Heart Failure Onset: Three-Way Physiological Coupling Between Oxygen Saturation, Heart Rate Variability, and Cortical Arousal During Sleep
Shaghayegh Chavoshian, Alex Mihailidis, University of Toronto-University Health Network
We.P20.A-35: MONTAGE-AGNOSTIC EEG FOUNDATION MODEL
Jamiyan Sukhbaatar, Satoshi Imamura, Ibuki Inoue, Shoya Murakami, Kazi Mahmudul Hassan, Seungwoo Han, Ingon Chanpornpakdi, Toshihisa Tanaka, Tokyo University of Agriculture and Technology
We.P20.A-36: TIME-OF-FLIGHT CAMERA-BASED NON-CONTACT HEART RATE ESTIMATION WITH DEPTH GUIDED ATTENTION
Yoon-Seop Lim, Seok-Jun Ahn, Yong-Hwa Park, Korea Advanced Institute of Science and Technology
We.P20.A-37: INSTABILITY SCREENING AND SELECTIVE FINE-TUNING FOR CUFFLESS BLOOD PRESSURE ESTIMATION USING PHOTOPLETHYSMOGRAPHY
Gahyeon Kim, Handong Global University; Yunseok Seo, Hyeon Sik Shin, D-triple Inc.; Daeun Gwon, Minkyu Ahn, Handong Global University
We.P20.A-38: LS Brain: A Web-Based Motor Imagery EEG System for Neurorehabilitation Using Real-Time Brain–Avatar Interaction
Yusuf Mert OKSUZLER, Independent Researcher
We.P20.A-39: TWO-STAGE TRANSFER LEARNING FOR ROBUST EMOTION RECOGNITION WITH SPARSE ELECTROENCEPHALOGRAPHY CHANNELS
Joshua Lee, Minsu kim, Wooseok Hyung, Ye-sung Kim, Chang-Hwan Im, Hanyang University
We.P20.A-40: A Transformer-CNN Hybrid Model for EEG Artifact Detection
Hsiang-Han Chen, Hsuan-Fu Chen, National Taiwan Normal University
We.P20.A-41: MORPHOLOGY-AWARE, AUTOENCODER-DERIVED BIOMARKERS FOR BLOOD PRESSURE DRIVEN CLASSIFICATION OF POTS
Ali Al-Khaz'Aly, Sayeh Bayat, Satish R. Raj, University of Calgary; Martin Miranda-Hurtado, Pontificia Universidad Católica de Chile
We.P20.A-42: FRACTURE PREDICTION USING DEEP LEARNING
Rachel Leung, Sunnybrook Research Institute; Allison Tolgyesi, PwC; Kennice Wong, University of Toronto; Cari Whyne, Michael Hardisty, Sunnybrook Research Institute
We.P20.A-43: Graph Neural Network Classification of Motor Imagery from Simultaneous EEG-fMRI Without Hemodynamic Delay Correction
Sorpresa Lora Castro, Omar Paredes, Universidad de Guadalajara
Resources
No resources available.