Patrick Kwan

17 papers Misc 1Journal 11Unranked 5
YearRankTypeTitle / Venue / Authors
2025 J jnl
Channel-annotated deep learning for enhanced interpretability in EEG-based seizure detection.
Biomed. Signal Process. Control.
Sheng Wong, Anj Simmons, Jessica Rivera-Villicana, Scott Barnett, Shobi Sivathamboo, Piero Perucca, Zongyuan Ge, Patrick Kwan, Levin Kuhlmann, Terence J. O'Brien
2025 J jnl
Foundation and Large-Scale AI Models in Neuroscience: A Comprehensive Review.
CoRR
Shihao Yang, Xiying Huang, Danilo Bernardo, Jun-En Ding, Andrew Michael, Jingmei Yang, Patrick Kwan, Ashish Raj, Feng Liu
2025 — conf
Knowledge Tree Driven Contextualized Instruction Tuning of Foundation Models for Epilepsy Drug Recommendation.
MICCAI (6)
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
2025 — conf
Privacy-Centric Seizure Detection Using Surface Normals, Pose and Segmentation Masks.
AI (2)
Kishore Gandhi Ponnambalam, Talha Ilyas, Shobi Sivathamboo, Zongyuan Ge, Patrick Kwan, Levin Kuhlmann, Deval Mehta
2025 — conf
Privacy-Centric Seizure Diagnosis via Relation-Aware Fusion of Minimally-Invasive Modalities.
AMAI@MICCAI
Talha Ilyas, Deval Mehta, Shobi Sivathamboo, Ilma Wijaya, Rob Steele, Hugh Simpson, Lyn Millist, Terence J. O'Brien, Patrick Kwan, Zongyuan Ge
2024 Misc conf
A Novel Vision-Based Transformer for Seizure Detection with Multi-biosignals.
AusDM
Sheng Wong, Scott Barnett, Shobi Sivathamboo, Piero Perucca, Zongyuan Ge, Patrick Kwan, Levin Kuhlmann, Terence J. O'Brien
2024 J jnl
Automated segmentation of epilepsy surgical resection cavities: Comparison of four methods to manual segmentation.
NeuroImage
Merran R. Courtney, Benjamin Sinclair, Andrew Neal, John-Paul Nicolo, Patrick Kwan, Meng Law, Terence J. O'Brien, Lucy Vivash
2023 J jnl
Automated Interictal Epileptiform Discharge Detection from Scalp EEG Using Scalable Time-series Classification Approaches.
Int. J. Neural Syst.
D. Nhu, M. Janmohamed, L. Shakhatreh, O. Gonen, Piero Perucca, A. Gilligan, Patrick Kwan, Terence J. O'Brien, Chang Wei Tan, Levin Kuhlmann
2023 — conf
Privacy-Preserving Early Detection of Epileptic Seizures in Videos.
MICCAI (5)
Deval Mehta, Shobi Sivathamboo, Hugh Simpson, Patrick Kwan, Terence J. O'Brien, Zongyuan Ge
2023 J jnl
Privacy-preserving Early Detection of Epileptic Seizures in Videos.
CoRR
Deval Mehta, Shobi Sivathamboo, Hugh Simpson, Patrick Kwan, Terence J. O'Brien, Zongyuan Ge
2021 J jnl
Heater Integrated Lab-on-a-Chip Device for Rapid HLA Alleles Amplification towards Prevention of Drug Hypersensitivity.
Sensors
Shah Mukim Uddin, Abkar Sayad, Jianxiong Chan, Duc H. Huynh, Efstratios Skafidas, Patrick Kwan
2021 J jnl
Meander Thin-Film Biosensor Fabrication to Investigate the Influence of Structural Parameters on the Magneto-Impedance Effect.
Sensors
Abkar Sayad, Shah Mukim Uddin, Jianxiong Chan, Efstratios Skafidas, Patrick Kwan
2020 — conf
Epileptic Seizure Detection Using Convolutional Neural Network: A Multi-Biosignal study.
ACSW
Yu Liu, Shobi Sivathamboo, Peter Goodin, C. Paul Bonnington, Patrick Kwan, Levin Kuhlmann, Terence J. O'Brien, Piero Perucca, Zongyuan Ge
2020 J jnl
Machine Learning for Predicting Epileptic Seizures Using EEG Signals: A Review.
CoRR
Khansa Rasheed, Adnan Qayyum, Junaid Qadir, Shobi Sivathamboo, Patrick Kwan, Levin Kuhlmann, Terence J. O'Brien, Adeel Razi
2020 J jnl
Magneto-Impedance Biosensor Sensitivity: Effect and Enhancement.
Sensors
Abkar Sayad, Efstratios Skafidas, Patrick Kwan
2019 J jnl
Development of an Ultrasensitive Impedimetric Immunosensor Platform for Detection of
Sensors
Yu Kong Low, Jianxiong Chan, Gita V. Soraya, Christelle Buffet, Chathurika D. Abeyrathne, Duc H. Huynh, Efstratios Skafidas, Patrick Kwan, Stephen J. Rogerson
2019 J jnl
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.
Sensors
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