2023
Development of Expert-Level Classification of Seizures and Rhythmic and Periodic Patterns During EEG Interpretation
Jing J, Ge W, Hong S, Fernandes M, Lin Z, Yang C, An S, Struck A, Herlopian A, Karakis I, Halford J, Ng M, Johnson E, Appavu B, Sarkis R, Osman G, Kaplan P, Dhakar M, Arcot Jayagopal L, Sheikh Z, Taraschenko O, Schmitt S, Haider H, Kim J, Swisher C, Gaspard N, Cervenka M, Rodriguez Ruiz A, Lee J, Tabaeizadeh M, Gilmore E, Nordstrom K, Yoo J, Holmes M, Herman S, Williams J, Pathmanathan J, Nascimento F, Fan Z, Nasiri S, Shafi M, Cash S, Hoch D, Cole A, Rosenthal E, Zafar S, Sun J, Westover M. Development of Expert-Level Classification of Seizures and Rhythmic and Periodic Patterns During EEG Interpretation. Neurology 2023, 100: e1750-e1762. PMID: 36878708, PMCID: PMC10136013, DOI: 10.1212/wnl.0000000000207127.Peer-Reviewed Original Research
2022
Measuring expertise in identifying interictal epileptiform discharges
Harid NM, Jing J, Hogan J, Nascimento FA, Ouyang A, Zheng W, Ge W, Zafar SF, Kim JA, Alice DL, Herlopian A, Maus D, Karakis I, Ng M, Hong S, Yu Z, Kaplan PW, Cash S, Shafi M, Martz G, Halford JJ, Westover MB. Measuring expertise in identifying interictal epileptiform discharges. Epileptic Disorders 2022, 24: 496-506. PMID: 35770748, PMCID: PMC9340812, DOI: 10.1684/epd.2021.1409.Peer-Reviewed Original Research
2020
Development of Expert-Level Automated Detection of Epileptiform Discharges During Electroencephalogram Interpretation
Jing J, Sun H, Kim JA, Herlopian A, Karakis I, Ng M, Halford JJ, Maus D, Chan F, Dolatshahi M, Muniz C, Chu C, Sacca V, Pathmanathan J, Ge W, Dauwels J, Lam A, Cole AJ, Cash SS, Westover MB. Development of Expert-Level Automated Detection of Epileptiform Discharges During Electroencephalogram Interpretation. JAMA Neurology 2020, 77: 103-108. PMID: 31633740, PMCID: PMC6806668, DOI: 10.1001/jamaneurol.2019.3485.Peer-Reviewed Original ResearchInterrater Reliability of Experts in Identifying Interictal Epileptiform Discharges in Electroencephalograms
Jing J, Herlopian A, Karakis I, Ng M, Halford JJ, Lam A, Maus D, Chan F, Dolatshahi M, Muniz C, Chu C, Sacca V, Pathmanathan J, Ge W, Sun H, Dauwels J, Cole AJ, Hoch DB, Cash SS, Westover MB. Interrater Reliability of Experts in Identifying Interictal Epileptiform Discharges in Electroencephalograms. JAMA Neurology 2020, 77: 49-57. PMID: 31633742, PMCID: PMC6806666, DOI: 10.1001/jamaneurol.2019.3531.Peer-Reviewed Original ResearchConceptsInterictal epileptiform dischargesPercentage of agreementEpileptiform dischargesNumber of IEDsMultivariate logistic regression modelPrimary outcome measureMassachusetts General HospitalLogistic regression modelsPhase 1Secondary outcomesInterrater reliability studyRoutine electroencephalogramMedical recordsGeneral HospitalOutcome measuresMAIN OUTCOMEProspective analysisClinical neurophysiologySubspecialty trainingIndividualized thresholdsSubstantial reliabilityInterrater reliabilityNegative controlPhase 2Electroencephalogram