BISA-P6.5
Monte Carlo Dropout for Robust and Uncertainty-Aware Lung Nodule Classification
Md Rabiul Islam, Texas A&M University, Qatar; Chayan Mondal, Curtin University, Australia; Mohammed Yusuf Ansari, Carnegie Mellon University in Qatar, Qatar; Hasan Kurban, Hamad Bin Khalifa University, Qatar; Erchin Serpedin, Texas A&M University, United States
Session:
BISA-P6: Wearable Monitoring and Machine Learning for Clinical Detection Poster
Track:
BISA - Biomedical Image & Signal Analytics
Location:
Balcony I West
Presentation Time:
Fri, 4 Sep, 10:30 - 12:30 Belgium Time (UTC +2)
Presentation
Discussion
Resources
No resources available.
Session BISA-P6
BISA-P6.1: TEOAE Measurement Beyond Clinical Settings: Intermittent Acquisition and Computation in Everyday Audio
Argha Sen, Indian Institute of Technology Kharagpur, India, India; Jake Stuchbury-Wass, University of Cambridge, United Kingdom; Yang Liu, Khaldoon Al-Naimi, Alessandro Montanari, Nokia Bell Labs, Cambridge, UK, United Kingdom
BISA-P6.2: QUATERNION-BASED PELVIC ROTATION DIRECTION AND ANGLE ESTIMATION USING A SACRUM-MOUNTED IMU
Meixing Liao, Chunzhuo Wang, Simon Brumagne, Jean-Marie Aerts, Bart Vanrumste, KU Leuven, Belgium
BISA-P6.3: UNCERTAINTY-DRIVEN ANOMALY DETECTION FOR PSYCHOTIC RELAPSE USING SMARTWATCHES: FORECASTING AND MULTI-TASK LEARNING FUSION
NIKOLAOS TSALKITZIS, National Technical University of Athens, Greece; PANAGIOTIS PARASKEVAS FILNTISIS, PETROS MARAGOS, NIKI EFTHYMIOU, Athena Research and Innovation Center, Greece
BISA-P6.4: RIEMANNIAN GEOMETRY FOR CELL HETEROGENEITY DETECTION USING MORPHO-DYNAMIC COVARIANCES
Gatien Darley, Guillaume Godefroy, Chiara Paviolo, Université Grenoble Alpes, CEA Leti, France; Kiran Padmanabhan, Institut de Génomique Fonctionnelle de Lyon, CNRS UMR 5242, Ecole Normale Supérieure de Lyon, Université Claude Bernard Lyon, France; Stéphane Bonnet, Université Grenoble Alpes, CEA Leti, France
BISA-P6.5: Monte Carlo Dropout for Robust and Uncertainty-Aware Lung Nodule Classification
Md Rabiul Islam, Texas A&M University, Qatar; Chayan Mondal, Curtin University, Australia; Mohammed Yusuf Ansari, Carnegie Mellon University in Qatar, Qatar; Hasan Kurban, Hamad Bin Khalifa University, Qatar; Erchin Serpedin, Texas A&M University, United States
BISA-P6.6: Federated Learning with Margin-Regulated Contrastive Feature Enhancement for Sleep Stage Classification
Hongjin Li, University of Jyväskylä, Finland; Hang Liu, Fengyu Cong, Dalian University of Technology, China; Mohammad Al-Sa'd, University of Helsinki, Finland; Jenni Raitoharju, University of Jyväskylä, Finland
BISA-P6.7: TASK- AND METRIC-SPECIFIC SIGNAL QUALITY INDICES FOR MEDICAL TIME SERIES
Jad Haidamous, Christoph Hoog Antink, Technical University of Darmstadt, Germany
BISA-P6.8: IMPROVED DISEASE OUTBREAK DETECTION USING MARKOV-SWITCHING FIXED-LAG PARTICLE FILTERS
Joshua Murphy, Trinity College Dublin, Ireland; Conor Rosato, University of Liverpool, United Kingdom; Siân E Jenkins, Riskaware, United Kingdom; Paul Horridge, Alessandro Varsi, University of Liverpool, United Kingdom; Martyn Bull, Riskaware, United Kingdom; Alessandro Gerada, Alex Howard, University of Liverpool, United Kingdom; Veronica Bowman, Paebbl, United Kingdom; Simon Maskell, University of Liverpool, United Kingdom
BISA-P6.9: D-GATNet: Interpretable Temporal Graph Attention Learning for ADHD Identification Using Dynamic Functional Connectivity
Qurat Ul Ain, National University of Sciences and Technology, Pakistan; Alptekin Temizel, Middle East Technical University, Turkey; Soyiba Jawed, National University of Sciences and Technology, Pakistan