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Deep Learning-Based Visual Complexity Analysis of Electroencephalography Time-Frequency Images: Can It Localize the Epileptogenic Zone in the Brain?

Publication: Journal Article

Makaram, Navaneethakrishna, Sarvagya Gupta, Matthew Pesce, Jeffrey Bolton, Scellig Stone, Daniel Haehn, Marc Pomplun, et al. 2023. “Deep Learning-Based Visual Complexity Analysis of Electroencephalography Time-Frequency Images: Can It Localize the Epileptogenic Zone in the Brain?”. Algorithms 16 (12).

Noninvasive classification of physiological and pathological high frequency oscillations in children.

Publication: Journal Article

Fabbri, Lorenzo, Eleonora Tamilia, Margherita A G Matarrese, Linh Tran, Saleem I Malik, Dave Shahani, Cynthia G Keator, et al. 2025. “Noninvasive Classification of Physiological and Pathological High Frequency Oscillations in Children.”. Brain Communications 7 (3): fcaf170.

Selin Ozcan, BSc

Person: Graduate Intern Student, PhD Candidate

Selin is an alumni graduate student and a PhD mentee at Dr. Tamilia's lab. She holds a Bachelor of Science in Physical Therapy and Rehabilitation, as well as a Master of Science in Neuroscience. Selin was an intern in Tamilia's Lab over the summer of 2024 and is now pursuing her PhD in Biomedical...

Predicting Surgical Outcome in Drug-Resistant Epilepsy by Combining Interictal Biomarkers within a Machine Learning Framework.

Publication: Journal Article

Partamian, Hmayag, Saeed Jahromi, Scott Perry, Eleonora Tamilia, Joseph R Madsen, Jeffrey Bolton, Scellig Stone, Phillip Pearl, and Christos Papadelis. 2026. “Predicting Surgical Outcome in Drug-Resistant Epilepsy by Combining Interictal Biomarkers Within a Machine Learning Framework.”. Research Square.

An Automated System for the Analysis of Newborns' Oral-Motor Behavior.

Publication: Journal Article

Tamilia, Eleonora, Domenico Formica, Alberto Scaini, and Fabrizio Taffoni. 2016. “An Automated System for the Analysis of Newborns’ Oral-Motor Behavior.”. IEEE Transactions on Neural Systems and Rehabilitation Engineering : A Publication of the IEEE Engineering in Medicine and Biology Society 24 (12): 1294-1303.

Current and Emerging Potential of Magnetoencephalography in the Detection and Localization of High-Frequency Oscillations in Epilepsy.

Publication: Journal Article

Tamilia, Eleonora, Joseph R Madsen, Patricia Ellen Grant, Phillip L Pearl, and Christos Papadelis. 2017. “Current and Emerging Potential of Magnetoencephalography in the Detection and Localization of High-Frequency Oscillations in Epilepsy.”. Frontiers in Neurology 8: 14.

Surgical resection of ripple onset predicts outcome in pediatric epilepsy.

Publication: Journal Article

Tamilia, Eleonora, Eun-Hyoung Park, Stefania Percivati, Jeffrey Bolton, Fabrizio Taffoni, Jurriaan M Peters, Ellen Grant, Phillip L Pearl, Joseph R Madsen, and Christos Papadelis. 2018. “Surgical Resection of Ripple Onset Predicts Outcome in Pediatric Epilepsy.”. Annals of Neurology 84 (3): 331-46.

Altered White Matter Connectivity Associated with Intergyral Brain Disorganization in Hemiplegic Cerebral Palsy.

Publication: Journal Article

Papadelis, Christos, Banu Ahtam, Henry A Feldman, Michel AlHilani, Eleonora Tamilia, Donna Nimec, Brian Snyder, Ellen Grant, and Kiho Im. 2019. “Altered White Matter Connectivity Associated With Intergyral Brain Disorganization in Hemiplegic Cerebral Palsy.”. Neuroscience 399: 146-60.

Nutritive sucking abnormalities and brain microstructural abnormalities in infants with established brain injury: a pilot study.

Publication: Journal Article

Tamilia, Eleonora, Marianna S Parker, Maria Rocchi, Fabrizio Taffoni, Anne Hansen, Ellen Grant, and Christos Papadelis. 2019. “Nutritive Sucking Abnormalities and Brain Microstructural Abnormalities in Infants With Established Brain Injury: A Pilot Study.”. Journal of Perinatology : Official Journal of the California Perinatal Association 39 (11): 1498-1508.

Scalp ripples as prognostic biomarkers of epileptogenicity in pediatric surgery.

Publication: Journal Article

Tamilia, Eleonora, Matilde Dirodi, Michel AlHilani, Ellen Grant, Joseph R Madsen, Steven M Stufflebeam, Phillip L Pearl, and Christos Papadelis. 2020. “Scalp Ripples As Prognostic Biomarkers of Epileptogenicity in Pediatric Surgery.”. Annals of Clinical and Translational Neurology 7 (3): 329-42.