Patrick Kwan

According to our database, Patrick Kwan authored at least 17 papers between 2019 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2026

Interictal Epileptiform Discharge Detection Through Probabilistic Diffusion Models with Maximization of Precision Recall Metrics.

Lantian Zhang, Duong Nhu, Yun Zhao, Emma Foster, Lyn Millist, Shobi Sivathamboo, Patrick Kwan, Zongyuan Ge, Lan Du, Levin Kuhlmann

Int. J. Neural Syst., August, 2026

2025

Foundation and Large-Scale AI Models in Neuroscience: A Comprehensive Review.

Shihao Yang, Xiying Huang, Danilo Bernardo, Jun-En Ding, Andrew Michael, Jingmei Yang, Patrick Kwan, Ashish Raj, Feng Liu

CoRR, October, 2025

Channel-annotated deep learning for enhanced interpretability in EEG-based seizure detection.

Sheng Wong, Anj Simmons, Jessica Rivera-Villicana, Scott Barnett, Shobi Sivathamboo, Piero Perucca, Zongyuan Ge, Patrick Kwan, Levin Kuhlmann, Terence J. O'Brien

Biomed. Signal Process. Control., 2025

Knowledge Tree Driven Contextualized Instruction Tuning of Foundation Models for Epilepsy Drug Recommendation.

Duy Khoa Pham, Deval Mehta, Yiwen Jiang, Daniel Thom, Richard Shek-kwan Chang, Mohammad Nazem-Zadeh, Emma Foster, Timothy Fazio, Sarah Holper, Karin Verspoor, Jiahe Liu, Duong Nhu, Sarah Barnard, Terence J. O'Brien, Zhibin Chen, Jacqueline French, Patrick Kwan, Zongyuan Ge

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2025, 2025

Privacy-Centric Seizure Diagnosis via Relation-Aware Fusion of Minimally-Invasive Modalities.

Talha Ilyas, Deval Mehta, Shobi Sivathamboo, Ilma Wijaya, Rob Steele, Hugh Simpson, Lyn Millist, Terence J. O'Brien, Patrick Kwan, Zongyuan Ge

Proceedings of the Applications of Medical Artificial Intelligence, 2025

Privacy-Centric Seizure Detection Using Surface Normals, Pose and Segmentation Masks.

Kishore Gandhi Ponnambalam, Talha Ilyas, Shobi Sivathamboo, Zongyuan Ge, Patrick Kwan, Levin Kuhlmann, Deval Mehta

Proceedings of the AI 2025: Advances in Artificial Intelligence, 2025

2024

Automated segmentation of epilepsy surgical resection cavities: Comparison of four methods to manual segmentation.

Merran R. Courtney, Benjamin Sinclair, Andrew Neal, John-Paul Nicolo, Patrick Kwan, Meng Law, Terence J. O'Brien, Lucy Vivash

NeuroImage, 2024

A Novel Vision-Based Transformer for Seizure Detection with Multi-biosignals.

Sheng Wong, Scott Barnett, Shobi Sivathamboo, Piero Perucca, Zongyuan Ge, Patrick Kwan, Levin Kuhlmann, Terence J. O'Brien

Proceedings of the Data Science and Machine Learning, 2024

2023

Automated Interictal Epileptiform Discharge Detection from Scalp EEG Using Scalable Time-series Classification Approaches.

D. Nhu, M. Janmohamed, L. Shakhatreh, O. Gonen, Piero Perucca, A. Gilligan, Patrick Kwan, Terence J. O'Brien, Chang Wei Tan, Levin Kuhlmann

Int. J. Neural Syst., January, 2023

Privacy-Preserving Early Detection of Epileptic Seizures in Videos.

Deval Mehta, Shobi Sivathamboo, Hugh Simpson, Patrick Kwan, Terence J. O'Brien, Zongyuan Ge

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

2021

Heater Integrated Lab-on-a-Chip Device for Rapid HLA Alleles Amplification towards Prevention of Drug Hypersensitivity.

Shah Mukim Uddin, Abkar Sayad, Jianxiong Chan, Duc H. Huynh, Efstratios Skafidas, Patrick Kwan

Sensors, 2021

Meander Thin-Film Biosensor Fabrication to Investigate the Influence of Structural Parameters on the Magneto-Impedance Effect.

Abkar Sayad, Shah Mukim Uddin, Jianxiong Chan, Efstratios Skafidas, Patrick Kwan

Sensors, 2021

2020

Magneto-Impedance Biosensor Sensitivity: Effect and Enhancement.

Abkar Sayad, Efstratios Skafidas, Patrick Kwan

Sensors, 2020

Machine Learning for Predicting Epileptic Seizures Using EEG Signals: A Review.

Khansa Rasheed, Adnan Qayyum, Junaid Qadir, Shobi Sivathamboo, Patrick Kwan, Levin Kuhlmann, Terence J. O'Brien, Adeel Razi

CoRR, 2020

Epileptic Seizure Detection Using Convolutional Neural Network: A Multi-Biosignal study.

Yu Liu, Shobi Sivathamboo, Peter Goodin, C. Paul Bonnington, Patrick Kwan, Levin Kuhlmann, Terence J. O'Brien, Piero Perucca, Zongyuan Ge

Proceedings of the Australasian Computer Science Week, 2020

2019

Development of an Ultrasensitive Impedimetric Immunosensor Platform for Detection of <i>Plasmodium</i> Lactate Dehydrogenase.

Yu Kong Low, Jianxiong Chan, Gita V. Soraya, Christelle Buffet, Chathurika D. Abeyrathne, Duc H. Huynh, Efstratios Skafidas, Patrick Kwan, Stephen J. Rogerson

Sensors, 2019

Rapid Detection of HLA-B*57: 01-Expressing Cells Using a Label-Free Interdigitated Electrode Biosensor Platform for Prevention of Abacavir Hypersensitivity in HIV Treatment.

Jianxiong Chan, Gita V. Soraya, Lauren Craig, Shah Mukim Uddin, Marian Todaro, Duc H. Huynh, Chathurika D. Abeyrathne, Lyudmila Kostenko, James McCluskey, Efstratios Skafidas, Patrick Kwan

Sensors, 2019