Shobi Sivathamboo

According to our database, Shobi Sivathamboo authored at least 8 papers between 2020 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

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

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

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

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

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