Data integration: Combined imaging and electrophysiology data in the cloud
Kini LG, Davis KA, Wagenaar JB
Neuroimage (2015) · DOI → · PubMed
EEGEpilepsy
JW
Joost Wagenaar, PhD
Scientific Committee
Bioengineering, University of Pennsylvania
Philadelphia, PA, USA
About
Member of the PedQuEST Scientific Committee. Leads the Pennsieve data platform integration enabling secure EEG transfer, cloud-based analysis, and multicenter research infrastructure.
Research Interests
Data SciencePennsieveEEG AnalyticsBiomedical Engineering
Publications(10)
Forecasting Seizures Using Intracranial EEG Measures and SVM in Naturally Occurring Canine Epilepsy
Brinkmann BH, Patterson EE, Vite C, Vasoli VM, Crepeau D, Stead M, Howbert JJ, Cherkassky V, Wagenaar JB, Litt B, Worrell GA
PLoS One (2015) · DOI → · PubMed
EEGSeizuresMachine LearningPharmacologyEpilepsy
Millimeter-scale epileptiform spike propagation patterns and their relationship to seizures
Vanleer AC, Blanco JA, Wagenaar JB, Viventi J, Contreras D, Litt B
J Neural Eng (2016) · DOI → · PubMed
EEGSeizures
Correction: Forecasting Seizures Using Bivariate Intracranial EEG Measures and SVM in Naturally Occurring Canine Epilepsy
Brinkmann BH, Patterson EE, Vite C, Vasoli VM, Crepeau D, Stead M, Howbert JJ, Cherkassky V, Wagenaar JB, Litt B, Worrell GA
PLoS One (2016) · DOI → · PubMed
EEGSeizuresMachine LearningEpilepsy
Crowdsourcing seizure detection: algorithm development and validation on human implanted device recordings
Baldassano SN, Brinkmann BH, Ung H, Blevins T, Conrad EC, Leyde K, Cook MJ, Khambhati AN, Wagenaar JB, Worrell GA, Litt B
EEGSeizures
The effect of increased intracranial EEG sampling rates in clinical practice
Davis KA, Devries SP, Krieger A, Mihaylova T, Minecan D, Litt B, Wagenaar JB, Stacey WC
Clin Neurophysiol (2017) · DOI → · PubMed
EEGSeizures
IRIS: A Modular Platform for Continuous Monitoring and Caretaker Notification in the Intensive Care Unit
Baldassano SN, Roberson SW, Balu R, Scheid B, Bernabei JM, Pathmanathan J, Oommen B, Leri D, Echauz J, Gelfand M, Bhalla PK, Hill CE, Christini A, Wagenaar JB, Litt B
IEEE J Biomed Health Inform (2020) · DOI → · PubMed
Neurocritical CareEEGBiomarkers
The SPARC DRC: Building a Resource for the Autonomic Nervous System Community
Osanlouy M, Bandrowski A, de Bono B, Brooks D, Cassarà AM, Christie R, Ebrahimi N, Gillespie T, Grethe JS, Guercio LA, Heal M, Lin M, Kuster N, Martone ME, Neufeld E, Nickerson DP, Soltani EG, Tappan S, Wagenaar JB, Zhuang K, Hunter PJ
Front Physiol (2021) · DOI → · PubMed
Cardiac Arrest
Harvard Electroencephalography Database: A comprehensive clinical electroencephalographic resource from four Boston hospitals
Sun C, Jing J, Turley N, Alcott C, Kang WY, Cole AJ, Goldenholz DM, Lam A, Amorim E, Chu C, Cash S, Junior VM, Gupta A, Ghanta M, Nearing B, Nascimento FA, Struck A, Kim J, Sartipi S, Tauton AM, Fernandes M, Sun H, Bayas G, Gallagher K, Wagenaar JB, Sinha N, Lee-Messer C, Silvers CT, Gunapati B, Rosand J, Peters J, Loddenkemper T, Lee JW, Zafar S, Westover MB
Epilepsia (2025) · DOI → · PubMed
Cardiac ArrestEEGMachine LearningEducationEpilepsyPharmacology
A guide to developing harmonized research workflows in a team science context
Ruiz OE, Wagenaar JB, Mehta B, Ziogas I, Swanson L, Worley KC, Cruz-Almeida Y, Johnson AJ, Boline J, Boccanfuso J, Martone ME, Haelterman NA
Exp Neurol (2025) · DOI → · PubMed
Review
Conference Abstracts(1)
Development of a Multicenter EEG Research Consortium and Data Platform to Advance Pediatric Quantitative EEG Research
Press CA, Benedetti GM, Harrar DB, Farias-Moeller R, Tomko S, Jayakar A, Appavu B, Morgan LA, Castillo-Pinto C, Thomas AX, Rau S, Fulton F, Parikh D, Abend NS, Hahn C, Riviello J, Ganesan R, De Freitas D, Dare Y, Wagenaar J
American Epilepsy Society Annual Meeting (2025) · poster
EEGEpilepsyPedQuESTqEEG