Author

Kate Wang

Institutions: Vanderbilt University, RMIT University, Vanderbilt University Medical Center

Observed institutions: Vanderbilt University, RMIT University, Vanderbilt University Medical Center

ORCID: 0009-0000-2913-5708

Observed ORCIDs: 0009-0000-2913-5708, 0000-0001-5208-1090

OpenAlex ID: A5135048124

Federated Deep Learning Framework for EEG Classification in BCI Applications

2026 · Taslima Khanam, Siuly Siuly, et al. · Lecture notes in computer science · 1

Vanderbilt BIEN Lab Peri-ictal Dynamics Data (Makhoul et al. 2025): per-seizure SEEG partial directed coherence and imaginary coherence

2026 · Ghassan Makhoul, Kate Wang, et al. · UC San Diego

Sundrani-2025-deep-10.1111/epi.18478

2026 · Kate Wang, Sameer Sundrani, et al. · UC San Diego

Id# 2202071 Postictal Dynamic Connectivity Across Seizure Types in Temporal Lobe Epilepsy

2026 · Kate Wang, Ghassan S. Makhoul, et al. · Neuromodulation Technology at the Neural Interface

Id# 2200562 Nucleus Basalis Connectivity Relates to Seizure Freedom After Epilepsy Surgery: a Potential Target for Neuromodulation

2026 · Addison C. Cavender, Ghassan S. Makhoul, et al. · Neuromodulation Technology at the Neural Interface

Id# 2201572 Stereoelectroencephalography Virtual Brain Twins Mirror Biological Networks in Epileptogenic Zone and Connectivity Properties

2026 · Anas Reda, Ghassan Makhoul, et al. · Neuromodulation Technology at the Neural Interface

Id# 2182562 Analysis of Dynamic Functional Magnetic Resonance Imaging Connectivity With Deep Learning to Guide Arousal Neuromodulation in Epilepsy

2026 · Derek J. Doss, Ghassan Makhoul, et al. · Neuromodulation Technology at the Neural Interface

Id# 2201583 Prolonged Amygdala Beta-power May Underlie Postictal Respiratory Suppression and Sudden Unexpected Death in Epilepsy Vulnerability in Temporal Lobe Epilepsy

2026 · Anas Reda, Ghassan Makhoul, et al. · Neuromodulation Technology at the Neural Interface

Spectrally-resolved transfer entropy in resting-state SEEG reveals epileptogenic and non-epileptogenic communication in adults and children with refractory epilepsy

2026 · Francois Okoroafor, Ghassan S Makhoul, et al. · Journal of Neural Engineering

Nucleus basalis functional connectivity aberrations in temporal lobe epilepsy and improvements after successful epilepsy surgery

2026 · Addison C. Cavender, Derek J. Doss, et al. · Epilepsia

A novel deep learning approach for privacy-preserving encoded EEG-based brain-computer interfaces with clinical LLM applications

2026 · Taslima Khanam, Siuly Siuly, et al. · Health Information Science and Systems

Evaluating multi-level membership inference risk in federated EEG learning

2026 · Taslima Khanam, Siuly Siuly, et al. · Brain Informatics

Inpatient continuous thalamic stereo-electroencephalography stimulation in the evaluation of focal epilepsy: illustrative case

2026 · Bruno Hidalgo Monroy Lerma, Ghassan S. Makhoul, et al. · Journal of Neurosurgery Case Lessons

A Theoretically Grounded Differential Privacy Framework for Mitigating Membership Inference Risks in Federated Deep Learning

2026 · Taslima Khanam, Siuly Siuly, et al. · International Conference on Machine Intelligence Theory and Applications (MiTA)

Simultaneous Anonymization of Electronic Health Records: A Multi-Privacy-Model Optimization Approach

2026 · Mingshan You, Yong-Feng Ge, et al. · Lecture notes in computer science

Optimizing Privacy-Preserving Multi-Center Bi-Objective Task Assignment in Spatial Crowdsourcing

2026 · Yong-Feng Ge, Hua Wang, et al. · IEEE Transactions on Mobile Computing

Works count: 17

Citation count: 1

H-index: 1

I10-index: