Publications

Journal Articles

J. Craley, E. Johnson, C. Jouny, A. Venkataraman. Automated Inter-Patient Seizure Detection Using Multichannel Convolutional and Recurrent Neural Networks Under Revision for Biomedical Signal Processing and Control, 2020.

J. Craley, E. Johnson, A. Venkataraman. A Spatio-Temporal Model of Seizure Propagation in Focal Epilepsy. IEEE Transactions on Medical Imaging 39.5 (2019): 1404-1418, 2019.

Conference Papers

J. Craley, C. Jouny, E. Johnson and A. Venkataraman. Automated Noninvasive Seizure Detection and Localization Using Switching Markov Models and Convolutional Neural Networks. To Appear in MICCAI: International Conference on Medical Image Computing and Computer Assisted Intervention, 2019. Selected for Early Acceptance

J. Craley, E. Johnson, A. Venkataraman. Integrating Convolutional Neural Networks and Probabilistic Graphical Modeling for Epileptic Seizure Detection in Multichannel EEG. In Proc. IPMI: Information Processing in Medical Imaging, LNCS 11492:291–303, 2019. Selected for Oral Presentation

N. Nandakumar, N.S. D’Souza, J. Craley, K. Manzoor, J. Pillai, S. Gujar, H. Sair, A. Venkataraman. Defining Patient Specific Functional Parcellations in Lesional Cohorts via Markov Random Fields. In Proc. CNI: Connectomics in Neuroimaging, LNCS 11083:88-98, 2018. Selected for Oral Presentation

J. Craley, E. Johnson, A. Venkataraman. A Novel Method for Epileptic Seizure Detection Using Coupled Hidden Markov Models. In Proc. MICCAI: International Conference on Medical Image Computing and Computer Assisted Intervention, LNCS 11072:482-489, 2018. Selected for Early Acceptance

J. Craley, T. Murray, D. Mendat, A. Andreou. Action recognition using micro-Doppler signatures and a recurrent neural network. In 2017 51st Annual Conference on Information Sciences and Systems (CISS) (pp. 1-5). IEEE, (2017).

M. Motylinski, S. Krishnan, M. Perez, A. Jones, J. Craley. Determination of Nitric Oxide Concentration in Upper Atmosphere Using RockSat. In 49th AIAA Aerospace Sciences Meeting including the New Horizons Forum and Aerospace Exposition (p. 839), (2011).

Master's Thesis

J. Craley. Low ion dose imaging in the Helium Ion Microscope under Neyman Type A statistics. Master's dissertation, Boston University, 2015.

Presented Abstracts

J. Craley, E. Johnson, A. Venkataraman. Robust Seizure Detection Using Coupled Hidden Markov Models. In Proc. ISBI: Intl Symposium on Biomedical Imaging, 2018.