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Pati, Sandipan Bankim Behari

0000-0002-9578-2820

Mayo Clinic

University of Minnesota

Citations 5

Moving beyond spike detection: High frequency‐driven masking improves seizure onset zone localization in intracranial electroencephalography
Ayyoubi, Amir Hossein , Besheli, Behrang Fazli , Hrtonová, Valentina , Okkabaz, Jhan L., Swamy, Chandra Prakash , Sha, Zhiyi , Gavvala, Jay R. , Gregg, Nicholas M. , Henry, Thomas R. , Pati, Sandipan , Marsh, W. Richard , Miller, Kai J. , Ince, Nuri F. , Fazli Besheli, Behrang , Okkabaz, Jhan Luke , Gavvala, Jay R , Gregg, Nicholas M , Karamursel, Sacit , Marsh, Richard , Van Gompel, Jamie J , Miller, Kai J , Kremen, Vaclav , Worrell, Gregory A , Ince, Nuri F , Pati, Sandipan Bankim Behari , Karamürsel, Saçit , Gompel, Jamie J. Van , Křemen, Václav , Worrell, Gregory A.

Epilepsia | August 19, 2026 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.1002/epi.70449 Get It

Abstract Objective Interictal epileptiform spikes (IESs) are widely used biomarkers of epileptogenic tissue in presurgical epilepsy evaluation. However, their reliability for seizure onset zone (SOZ) localization in high‐density intracranial electroencephalography (iEEG) remains inconsistent. It is underexplored whether this variability reflects methodological differences across detection algorithms or a limitation of IESs as a biomarker. This study evaluates whether IES detection alone provides sufficient spatial specificity for accurate SOZ localization in iEEG. Methods We systematically benchmarked eight established IES detection algorithms using iEEG recordings from 35 patients with drug‐resistant focal epilepsy. To provide a clinically meaningful reference, algorithm performance was evaluated against the clinically defined SOZ. To refine detection outputs and move beyond only IES detection, we applied masking strategies to isolate informative IES subsets based on rate, amplitude, frequency, and co‐occurrence with high‐frequency oscillations (HFOs). Conceptually, masking acts as a spatial refinement strategy that progressively restricts diffuse IES activity to more focal, pathologically relevant event populations. Results Despite substantial variability in detection characteristics, SOZ localization performance (ratio of events originating from SOZ divided by total number of events) converged within a narrow range (.23–.51), suggesting that IESs exhibit an intrinsic ceiling in SOZ localization performance when used alone. Amplitude‐based masking yielded modest improvements, whereas frequency‐based masking reduced performance. In contrast, IES‐HFO co‐occurrence markedly improved localization, particularly when combined with rate‐based masking, achieving a median SOZ localization ratio of .89, exceeding IESs (.37) and HFOs (.63) evaluated independently. Significance These findings demonstrate that IES‐based SOZ localization may require moving beyond detection‐only approaches. The integration of informed, biomarker‐driven masking strategies provides a more robust framework for identifying the activity most relevant to the epileptogenic network and paves the way for future incorporation into the clinical decision‐making pipeline.
Responsive stimulation of the thalamus for idiopathic generalized epilepsy: Results of the randomized controlled NAUTILUS trial through 18 months
Uysal, Utku, Landazuri, Patrick , Patra, Sanjay, Crudele, Angela, Englot, Dario, Gavvala, Jay R., Tandon, Nitin, Pati, Sandipan , Kaye, Lesley , Ojemann, Steven, Barnett, Daniel, Neimat, Joseph, Palade, Adriana , Rahimpour, Shervin, Arain, Amir A., Cash, Sydney S., Salanova, Vicenta , Urban, Alexandra, Welch, W. Pete, Gonzalez-Martinez, Jorge A., Spencer, David, Rivera‐Cruz, Angélica , Dugan, Patricia, Fajardo, Marytery , Lallas, Matt, Odom, Nicole, Roland, Jarod L. , Willie, Jon T., Sheth, Sameer A., Skidmore, Christopher T., Drees, Cornelia , Parker, Jonathon, Szaflarski, Jerzy P. , Johnson, Lise, Norman, Jacob F. , Wingeier, Brett, Group, Nautilus Study, Group, Nautilus Study, Englot, Dario J. , Englot, Dario J , Richardson, Robert Mark , Van Gompel, Jamie J , Starnes, Keith , Ernst, Lia D , Amin, Ushtar , Roland, Jarod L , Goldman, Alica M , Wu, Chengyuan , Drees, Cornelia , Ganguly, Taneeta Mindy , Szaflarski, Jerzy , Johnson, Lise , Norman, Jacob F , Landazuri, Patrick , Burdette, David E. , Patra, Sanjay , Gavvala, Jay R. , Tandon, Nitin , Pati, Sandipan Bankim Behari , Kaye, Lesley C , Ojemann, Steven , Neimat, Joseph S. , Rahimpour, Shervin , Arain, Amir M. , Cash, Sydney S. , Urban, Alexandra , González-Martínez, Jorge , Gompel, Jamie J. Van , Ernst, Lia , Dugan, Patricia , Jobst, Barbara C. , Willie, Jon T , Sheth, Sameer A. , Goldman, Alica M. , Skidmore, Christopher , Wu, Chengyuan , Parker, Jonathon J. , Ganguly, Taneeta M. , Ghatan, Saadi , Wingeier, Brett , Seale, Cairn G. , Morrell, Martha J.

Epilepsia | June 3, 2026 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.1002/epi.70321 Get It

Abstract Objective This study was undertaken to evaluate the safety and effectiveness of responsive thalamic stimulation as adjunctive therapy for drug‐resistant idiopathic generalized epilepsy (IGE) with generalized tonic–clonic seizures (GTCSs). Methods NAUTILUS is a prospective, multicenter, single‐blind, randomized sham‐controlled pivotal trial. Patients were ≥12 years of age with drug‐resistant IGE and ≥2 GTCSs over a 3‐month baseline. Bilateral depth leads were targeted to the centromedian thalamus. One month later, patients were randomized to Active (responsive stimulation, n = 44) or Sham (no stimulation, n = 43). The effectiveness evaluation period (EEP) began 3 months postimplant through 1 year. After a second GTCS in the EEP, patients transitioned to open‐label active stimulation. The primary safety endpoint was the serious adverse device‐related event (SADE) rate at 84 days postimplant. The primary effectiveness endpoint was time‐to‐second‐GTCS during the EEP. Additional endpoints included median percent change in days with any generalized seizure, GTCS frequency, and responder rate (RR). Results Eighty‐seven patients were implanted across 23 US centers. The SADE rate was significantly below the performance goal (6.9%, p < .0001), with no adverse effects on cognition, mood, or sleep. The prespecified primary effectiveness endpoint was not significant. However, a post hoc mixed‐effects model considering all EEP days demonstrated greater GTCS reduction in the originally randomized Active group (61%) compared to patients originally randomized to Sham (49%, p = .030). Eighteen‐month outcomes included 76.8% median GTCS reduction, 62.5% RR, 40% GTCS‐free at that timepoint, and 77.8% median reduction in days with any generalized seizure. More than 90% of patients and 86% of physicians reported improvement on Global Impression of Change scales. Significance NAUTILUS is the first randomized controlled neuromodulation trial in IGE. Responsive thalamic stimulation provided a clinically meaningful and durable reduction in seizures with an acceptable safety profile, offering a much‐needed option for drug‐resistant IGE.
Postapproval Study for Brain-Responsive Neurostimulation for Drug-Resistant Focal Epilepsy
Eliashiv, Dawn , Rao, Vikram R. , Jobst, Barbara C. , Szaflarski, Jerzy P. , Rolston, John D., Kaye, Lesley , Bullinger, Katie L. , Dugan, Patricia , Burdette, David E. , Peters, Angela , Sheikh, Atif, Haas, Kevin F., Mnatsakanyan, Lilit , Bensalem‐Owen, Meriem, Study, for the RNS System PAS, Doherty, Michael J., Razavi, Babak, Fisher, Tiffany , Modur, Pradeep N., Constantino, Tawnya, Salanova, Vicenta , Taraschenko, Olga , Rivera‐Cruz, Angélica , Balabanov, Antoaneta, Aboumatar, Sami, Fried, Itzhak , Drees, Cornelia , Shin, Hae Won, Jaisani, Zeenat , Maciver, Stephanie , Patra, Sanjay , Chang, Edward F. , Gwinn, Ryder, Stoub, Travis , Crabtree, Tami , Seale, Cairn G. , McFadden, Sharon C. , Norman, Jacob F. , Johnson, Lise, Elisevich, Kort, Peng, Emory, Mazumder, Rajashi, Jennings, Tara, Esparza, Melissa Johnston, Harid, Nitish, Farooque, Pue , Hirsch, Lawrence, Gerrard, Jason, Wabulya, Angela , Riley, Kristen, Pati, Sandipan, Johnson, Jessica, Kirchoffer, Kaitlyn, Bamps, Yvan , Rolston, John D. , Rolston, John D , Kaye, Lesley C , Ganguly, Taneeta Mindy , Bullinger, Katie , Dugan, Patricia C , Burdette, David E , Peters, Angela Y , Sheikh, Atif , Haas, Kevin F , Nair, Dileep R , Mnatsakanyan, Lilit , Quraishi, Imran H , Bensalem-Owen, Meriem K , Doherty, Michael J , Razavi, Babak , Fisher, Tiffany L. , Skidmore, Christopher , Modur, Pradeep N , Constantino, Tawnya M , Cole, Andrew J , Taraschenko, Olga , Rivera-Cruz, Angelica , Wheless, James W , Tandon, Nitin , Balabanov, Antoaneta , Aboumatar, Sami , Fried, Itzhak , Drees, Cornelia , Shin, Hae Won , Jaisani, Zeenat , MacIver, Stephanie E , Patra, Sanjay E , Chang, Edward F , Willie, Jon T , Gwinn, Ryder , Stoub, Travis , Stern, John M , Crabtree, Tami , McFadden, Sharon C , Norman, Jacob F , Johnson, Lise , Morrell, Martha J , Jobst, Barbara , Rao, Vikram R , Ganguly, Taneeta M. , Nair, Dileep , Skidmore, Christopher , Cole, Andrew J. , Wheless, James W. , Tandon, Nitin , Gwinn, Ryder P. , Stern, John M. , Morrell, Martha J. , Pellinen, Jacob , Herlopian, Aline , Sivaraju, Adithya , Damisah, Eyiyemisi C. , Gerrard, Jason L. , Bentley, J. Nicole , Pati, Sandipan Bankim Behari

Neurology | April 24, 2026 | Volume: 106 | Issue: 9 | Pages: No page available

10.1212/wnl.0000000000214875 Get It

Responsive Neurostimulation and Focal Cortical Dysplasia: Personalizing Technology to Pathology in Drug-Resistant Epilepsy (P5-9.003)
Chang, Vincent H.S. , Reeders, Puck C. , Chang, Vincent, Pati, Sandipan Bankim Behari , Lundstrom, Brian N. , Rao, Vikram R. , Agashe, Shruti

Neurology | April 7, 2025 | Volume: 104 | Issue: 7_Supplement_1 | Pages: No page available

10.1212/wnl.0000000000208923 Get It

It’s About Time! Timing in Epilepsy Evaluation and Treatment
McKee, Heather , Vidaurre, Jorge , Clarke, Dave , Wagner, Janelle L. , Britton, Jeffrey W. , Laux, Linda , Trinka, Eugen , Rubiños, Clio , Bebin, Martina , Maciel, Carolina B. , Chandran, Arjun , Tandon, Nitin , Vaca, Guadalupe Fernández‐Baca, Moosa, Ahsan N. , McKee, Heather Ravvin , Wagner, Janelle , Britton, Jeffrey W , Berl, Madison , Trinka, Eugen , Vidaurre, Jorge , Tandon, Nitin , McDonald, Tanya J. W. , Lado, Fred Alexander , Papadelis, Christos , Struck, Aaron F. , Velasco, Ana Luisa , Pati, Sandipan Bankim Behari , Berl, Madison M.

Epilepsy Currents | April 1, 2024 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.1177/15357597241238072 Get It

The 2023 American Epilepsy Society Annual Course “It’s About Time” addressed timing in epilepsy evaluation and treatment with respect to health disparity and vulnerable populations and diagnostic, clinical, and epilepsy surgery evaluation. This comprehensive course included topics on gaps in epilepsy care and optimization of behavioral health for patients with epilepsy. The summary details current knowledge in areas of seizure forecasting and epileptogenesis. Intricacies and controversies over timing were discussed for treatment of nonconvulsive seizures and ictal-interictal patterns, acute symptomatic seizures, neuromodulation versus surgery, and epilepsy surgery in status epilepticus. Timing regarding clinical care in autoimmune-associated epilepsy, developmental and epileptic encephalopathy, and dietary therapy were examined. Additionally, salient topics on using novel biomarkers and collaboration with neuropsychological outcomes were also tackled in this all-encompassing lecture series.