Artificial Intelligence for Classification of Temporal Lobe Epilepsy with ROI-level MRI Data: A Worldwide ENIGMA-Epilepsy Study

Artificial Intelligence for Classification of Temporal Lobe Epilepsy with ROI-level MRI Data: A Worldwide ENIGMA-Epilepsy Study . Gleichgerrcht, E., Munsell, B. C., Alhusaini, S., Alvim, M. K. M., Bargalló, N., Bender, B., Bernasconi, A., Bernasconi, N., Bernhardt, B., Blackmon, K., Caligiuri, M. E., Cendes, F., Concha, L., Desmond, P. M., Devinsky, O., Doherty, C. P., Domin, M., Duncan, J. S., Focke, N. K., Gambardella, A., Gong, B., Guerrini, R., Hatton, S. N., Kälviäinen, R., Keller, S. S., Kochunov, P., Kotikalapudi, R., Kreilkamp, B. A. K., Labate, A., Langner, S., Larivière, S., Lenge, M., Lui, E., Martin, P., Mascalchi, M., Meletti, S., O'Brien, T. J., Pardoe, H. R., Pariente, J. C., Xian Rao, J., Richardson, M. P., Rodríguez-Cruces, Raúl, Rüber, T., Sinclair, B., Soltanian-Zadeh, H., Stein, D. J., Striano, P., Taylor, P. N., Thomas, R. H., Elisabetta Vaudano, A., Vivash, L., von Podewills , F., Vos, S. B., Weber, B., Yao, Y., Lin Yasuda, C., Zhang, J., Thompson, P. M., Sisodiya, S. M., McDonald, C. R., Bonilha, L., & ENIGMA-Epilepsy Working Group NeuroImage. Clinical, 31:102765, 2021.
doi bibtex

@article{gleichgerrchtArtificialIntelligenceClassification2021,
	title        = {
		Artificial Intelligence for Classification of Temporal Lobe Epilepsy with
		{{ROI-level MRI}} Data: {{A}} Worldwide {{ENIGMA-Epilepsy}} Study
	},
	shorttitle   = {
		Artificial Intelligence for Classification of Temporal Lobe Epilepsy with
		{{ROI-level MRI}} Data
	},
	author       = {
		Gleichgerrcht, Ezequiel and Munsell, Brent C. and Alhusaini, Saud and Alvim,
		Marina K. M. and Bargall{\'o}, N{\'u}ria and Bender, Benjamin and Bernasconi,
		Andrea and Bernasconi, Neda and Bernhardt, Boris and Blackmon, Karen and
		Caligiuri, Maria Eugenia and Cendes, Fernando and Concha, Luis and Desmond,
		Patricia M. and Devinsky, Orrin and Doherty, Colin P. and Domin, Martin and
		Duncan, John S. and Focke, Niels K. and Gambardella, Antonio and Gong, Bo and
		Guerrini, Renzo and Hatton, Sean N. and K{\"a}lvi{\"a}inen, Reetta and
		Keller, Simon S. and Kochunov, Peter and Kotikalapudi, Raviteja and
		Kreilkamp, Barbara A. K. and Labate, Angelo and Langner, Soenke and
		Larivi{\`e}re, Sara and Lenge, Matteo and Lui, Elaine and Martin, Pascal and
		Mascalchi, Mario and Meletti, Stefano and O'Brien, Terence J. and Pardoe,
		Heath R. and Pariente, Jose C. and Xian Rao, Jun and Richardson, Mark P. and
		{Rodr{\'i}guez-Cruces}, Ra{\'u}l and R{\"u}ber, Theodor and Sinclair, Ben and
		{Soltanian-Zadeh}, Hamid and Stein, Dan J. and Striano, Pasquale and Taylor,
		Peter N. and Thomas, Rhys H. and Elisabetta Vaudano, Anna and Vivash, Lucy
		and {von Podewills}, Felix and Vos, Sjoerd B. and Weber, Bernd and Yao, Yi
		and Lin Yasuda, Clarissa and Zhang, Junsong and Thompson, Paul M. and
		Sisodiya, Sanjay M. and McDonald, Carrie R. and Bonilha, Leonardo and
		{ENIGMA-Epilepsy Working Group}
	},
	year         = 2021,
	journal      = {NeuroImage. Clinical},
	volume       = 31,
	pages        = 102765,
	doi          = {10.1016/j.nicl.2021.102765},
	issn         = {2213-1582},
	langid       = {english},
	pmcid        = {PMC8346685},
	pmid         = 34339947,
	keywords     = {
		{Epilepsy, Temporal Lobe},Artificial inteligence,Artificial
		Intelligence,Brain,Epilepsy,Hippocampus,Humans,Machine learning,Magnetic
		Resonance Imaging,Sclerosis,Support Vector Machine,Temporal lobe epilepsy
	}
}

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