Emily Johnson

Assistant Professor

20132019
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Fingerprint Dive into the research topics where Emily Johnson is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

  • 6 Similar Profiles
Seizures Medicine & Life Sciences
Electroencephalography Medicine & Life Sciences
Epilepsy Medicine & Life Sciences
Stroke Medicine & Life Sciences
Anticonvulsants Medicine & Life Sciences
Status Epilepticus Medicine & Life Sciences
Brain Diseases Medicine & Life Sciences
Cord Blood Stem Cell Transplantation Medicine & Life Sciences

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Research Output 2013 2019

Association between white matter hyperintensities, cortical volumes, and late-onset epilepsy

Johnson, E., Krauss, G., Lee, A. K., Schneider, A. L. C., Kucharska-Newton, A. M., Huang, J., Jack, C. R. & Gottesman, R. F., Feb 26 2019, In : Neurology. 92, 9, p. e988-e995

Research output: Contribution to journalArticle

Epilepsy
Atherosclerosis
White Matter
Confidence Intervals
Survival Analysis

Automated noninvasive seizure detection and localization using switching markov models and convolutional neural networks

Craley, J., Johnson, E., Jouny, C. & Venkataraman, A., Jan 1 2019, Medical Image Computing and Computer Assisted Intervention – MICCAI 2019 - 22nd International Conference, Proceedings. Shen, D., Yap, P-T., Liu, T., Peters, T. M., Khan, A., Staib, L. H., Essert, C. & Zhou, S. (eds.). Springer, p. 253-261 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11767 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Markov Switching Model
Electroencephalography
Neural Networks
Neural networks
Epilepsy

Clinical neurophysiology of altered states of consciousness: Encephalopathy and coma

Johnson, E. & Kaplan, P. W., Jan 1 2019, Handbook of Clinical Neurology. Elsevier B.V., p. 73-88 16 p. (Handbook of Clinical Neurology; vol. 161).

Research output: Chapter in Book/Report/Conference proceedingChapter

Persistent Vegetative State
Neurophysiology
Brain Diseases
Coma
Consciousness

Integrating Convolutional Neural Networks and Probabilistic Graphical Modeling for Epileptic Seizure Detection in Multichannel EEG

Craley, J., Johnson, E. & Venkataraman, A., Jan 1 2019, Information Processing in Medical Imaging - 26th International Conference, IPMI 2019, Proceedings. Bao, S., Chung, A. C. S., Gee, J. C. & Yushkevich, P. A. (eds.). Springer Verlag, p. 291-303 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11492 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Graphical Modeling
Probabilistic Modeling
Electroencephalography
Neural Networks
Neural networks

A novel method for epileptic seizure detection using coupled hidden markov models

Craley, J., Johnson, E. & Venkataraman, A., Jan 1 2018, Medical Image Computing and Computer Assisted Intervention – MICCAI 2018 - 21st International Conference, 2018, Proceedings. Frangi, A. F., Davatzikos, C., Fichtinger, G., Alberola-López, C. & Schnabel, J. A. (eds.). Springer Verlag, p. 482-489 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11072 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Hidden Markov models
Electroencephalography
Markov Model
Epilepsy
Cross-validation