Publications by authors named "Simon Denman"

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New Bayesian and deep learning spatio-temporal models can reveal anomalies in sensor data more effectively.
Edgar Santos-Fernandez, Simon Denman, Kerrie Mengersen

Water Res· November 2025

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Robust ECG Classification using Mamba and Self-Supervised Representation Learning.
Ivan Halim Parmonangan, Tharindu Fernando, Simon Denman

Annu Int Conf IEEE Eng Med Biol Soc· July 2025

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Remembering What Is Important: A Factorised Multi-Head Retrieval and Auxiliary Memory Stabilisation Scheme for Human Motion Prediction.
Tharindu Fernando, Harshala Gammulle, Sridha Sridharan, Simon Denman, Clinton Fookes

IEEE Trans Pattern Anal Mach Intell· December 2024

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Deep learning approaches for seizure video analysis: A review.
David Ahmedt-Aristizabal, Mohammad Ali Armin, Zeeshan Hayder, Norberto Garcia-Cairasco, Lars Petersson, Simon Denman

Epilepsy Behav· May 2024

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Vision-based activity recognition in children with autism-related behaviors.
Pengbo Wei, David Ahmedt-Aristizabal, Harshala Gammulle, Simon Denman, Mohammad Ali Armin

Heliyon· June 2023

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Generalized Generative Deep Learning Models for Biosignal Synthesis and Modality Transfer.
Theekshana Dissanayake, Tharindu Fernando, Simon Denman, Sridha Sridharan, Clinton Fookes

IEEE J Biomed Health Inform· February 2023

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Robust and Interpretable Temporal Convolution Network for Event Detection in Lung Sound Recordings.
Tharindu Fernando, Sridha Sridharan, Simon Denman, Houman Ghaemmaghami, Clinton Fookes

IEEE J Biomed Health Inform· July 2022

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Geometric Deep Learning for Subject Independent Epileptic Seizure Prediction Using Scalp EEG Signals.
Theekshana Dissanayake, Tharindu Fernando, Simon Denman, Sridha Sridharan, Clinton Fookes

IEEE J Biomed Health Inform· February 2022

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A survey on graph-based deep learning for computational histopathology.
David Ahmedt-Aristizabal, Mohammad Ali Armin, Simon Denman, Clinton Fookes, Lars Petersson

Comput Med Imaging Graph· January 2022

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TMMF: Temporal Multi-Modal Fusion for Single-Stage Continuous Gesture Recognition.
Harshala Gammulle, Simon Denman, Sridha Sridharan, Clinton Fookes

IEEE Trans Image Process· December 2021

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Video-Based Inpatient Fall Risk Assessment: A Case Study.
Ziqing Wang, Mohammad Ali Armin, Simon Denman, Lars Petersson, David Ahmedt-Aristizabal

Annu Int Conf IEEE Eng Med Biol Soc· November 2021

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Towards Interpretable Attention Networks for Cervical Cancer Analysis.
Ruiqi Wang, Mohammad Ali Armin, Simon Denman, Lars Petersson, David Ahmedt-Aristizabal

Annu Int Conf IEEE Eng Med Biol Soc· November 2021

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Graph-Based Deep Learning for Medical Diagnosis and Analysis: Past, Present and Future.
David Ahmedt-Aristizabal, Mohammad Ali Armin, Simon Denman, Clinton Fookes, Lars Petersson

Sensors (Basel)· July 2021

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A Robust Interpretable Deep Learning Classifier for Heart Anomaly Detection Without Segmentation.
Theekshana Dissanayake, Tharindu Fernando, Simon Denman, Sridha Sridharan, Houman Ghaemmaghami

IEEE J Biomed Health Inform· June 2021

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Domain Generalization in Biosignal Classification.
Theekshana Dissanayake, Tharindu Fernando, Simon Denman, Houman Ghaemmaghami, Sridha Sridharan

IEEE Trans Biomed Eng· June 2021

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Evaluating new technology for biodiversity monitoring: Are drone surveys biased?
Evangeline Corcoran, Simon Denman, Grant Hamilton

Ecol Evol· June 2021

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Identification of Children at Risk of Schizophrenia via Deep Learning and EEG Responses.
David Ahmedt-Aristizabal, Tharindu Fernando, Simon Denman, Jonathan Edward Robinson, Sridha Sridharan

IEEE J Biomed Health Inform· January 2021

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New technologies in the mix: Assessing N-mixture models for abundance estimation using automated detection data from drone surveys.
Evangeline Corcoran, Simon Denman, Grant Hamilton

Ecol Evol· August 2020

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Neural memory plasticity for medical anomaly detection.
Tharindu Fernando, Simon Denman, David Ahmedt-Aristizabal, Sridha Sridharan, Kristin R Laurens

Neural Netw· July 2020

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Attention Networks for Multi-Task Signal Analysis.
David Ahmedt-Aristizabal, Mohammad Ali Armin, Simon Denman, Clinton Fookes, Lars Petersson

Annu Int Conf IEEE Eng Med Biol Soc· July 2020

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Neural Memory Networks for Seizure Type Classification.
David Ahmedt-Aristizabal, Tharindu Fernando, Simon Denman, Lars Petersson, Matthew J Aburn

Annu Int Conf IEEE Eng Med Biol Soc· July 2020

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Heart Sound Segmentation Using Bidirectional LSTMs With Attention.
Tharindu Fernando, Houman Ghaemmaghami, Simon Denman, Sridha Sridharan, Nayyar Hussain

IEEE J Biomed Health Inform· June 2020

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Vision-Based Mouth Motion Analysis in Epilepsy: A 3D Perspective.
David Ahmedt-Aristizabal, Kien Nguyen, Simon Denman, M Saquib Sarfraz, Sridha Sridharan

Annu Int Conf IEEE Eng Med Biol Soc· July 2019

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Motion Signatures for the Analysis of Seizure Evolution in Epilepsy.
David Ahmedt-Aristizabal, M Saquib Sarfraz, Simon Denman, Kien Nguyen, Clinton Fookes

Annu Int Conf IEEE Eng Med Biol Soc· July 2019

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Detecting changes in facial temperature induced by a sudden auditory stimulus based on deep learning-assisted face tracking.
Saurabh Sonkusare, David Ahmedt-Aristizabal, Matthew J Aburn, Vinh Thai Nguyen, Tianji Pang, Simon Denman

Sci Rep· March 2019

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