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Jeff Craley
Jeff Craley
Postdoctoral Fellow, Johns Hopkins University
Verified email at jhu.edu
Title
Cited by
Cited by
Year
Automated inter-patient seizure detection using multichannel convolutional and recurrent neural networks
J Craley, E Johnson, C Jouny, A Venkataraman
Biomedical signal processing and control 64, 102360, 2021
552021
Integrating convolutional neural networks and probabilistic graphical modeling for epileptic seizure detection in multichannel EEG
J Craley, E Johnson, A Venkataraman
International Conference on Information Processing in Medical Imaging, 291-303, 2019
392019
Action recognition using micro-Doppler signatures and a recurrent neural network
J Craley, TS Murray, DR Mendat, AG Andreou
2017 51st Annual Conference on Information Sciences and Systems (CISS), 1-5, 2017
282017
Diagnosing epilepsy with normal interictal EEG using dynamic network models
P Myers, KM Gunnarsdottir, A Li, V Razskazovskiy, J Craley, A Chandler, ...
Annals of neurology 97 (5), 907-918, 2025
262025
Automated seizure activity tracking and onset zone localization from scalp EEG using deep neural networks
J Craley, C Jouny, E Johnson, D Hsu, R Ahmed, A Venkataraman
PloS one 17 (2), e0264537, 2022
222022
A spatio-temporal model of seizure propagation in focal epilepsy
J Craley, E Johnson, A Venkataraman
IEEE transactions on medical imaging 39 (5), 1404-1418, 2019
202019
A novel method for epileptic seizure detection using coupled hidden markov models
J Craley, E Johnson, A Venkataraman
International Conference on Medical Image Computing and Computer-Assisted …, 2018
132018
Defining patient specific functional parcellations in lesional cohorts via Markov random fields
N Nandakumar, NS D’Souza, J Craley, K Manzoor, JJ Pillai, SK Gujar, ...
International Workshop on Connectomics in Neuroimaging, 88-98, 2018
92018
SZLoc: a multi-resolution architecture for automated epileptic seizure localization from scalp EEG
J Craley, E Johnson, CC Jouny, D Hsu, R Ahmed, A Venkataraman
Medical Imaging with Deep Learning, 2022
72022
Cross-site epileptic seizure detection using convolutional neural networks
D Currey, D Hsu, R Ahmed, A Venkataraman, J Craley
2021 55th annual conference on information sciences and systems (CISS), 1-6, 2021
72021
Automated noninvasive seizure detection and localization using switching markov models and convolutional neural networks
J Craley, E Johnson, C Jouny, A Venkataraman
International Conference on Medical Image Computing and Computer-Assisted …, 2019
72019
Epviz: A flexible and lightweight visualizer to facilitate predictive modeling for multi-channel eeg
D Currey, J Craley, D Hsu, R Ahmed, A Venkataraman
Plos one 18 (2), e0282268, 2023
42023
Scalp EEG Correlates of Anti-Seizure Medications in Adult Epilepsy
A Chandler, AH Daraie, P Myers, J Craley, S Sarma, JY Kang
2024 46th Annual International Conference of the IEEE Engineering in …, 2024
2024
ROBUST SEIZURE DETECTION USING COUPLED HIDDEN MARKOV MODELS
J Craley, E Johnson, A Venkataraman
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Articles 1–14