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Epilepsy

Reducing the diagnostic and treatment gap for priority mental, neurological and substance misuse disorders in primary care in rural Kenya: Results of a stepped wedge cluster randomized trial from the EPINA study

Mary A. Bitta, Symon M. Kariuki, Daniel M. Mwanga, Mercy Atieno, Nuru Kibirige, Elias Fondo, Gergana Manolova, Neerja Chowdhary, Tarun Dua, Belinda Lennox, Charles RJC Newton, on behalf of the EPInA Study Group

published 17 Aug 2026

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Barriers to epilepsy care: Measuring the treatment gap in rural and peri-urban districts in Ghana

Emmanuel Kwame Darkwa, Patrick Adjei, Sabina Asiamah, Elizabeth Awini, Cynthia Sottie, Anthony Godi, John E. Williams, Frank Atuguba, Fuseini Sataru, Alexander Adjei, Arjune Sen, Charles R. Newton, Anthony Danso-Appiah, J. Helen Cross, Josemir W. Sander, Albert Akpalu, on behalf of the EPInA investigators

published 11 Aug 2026

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Deep learning architectures for EEG-based classification of Dravet syndrome: A comparative study of pre-trained and non-pretrained hybrid CNN-LSTM models

Sikandar Hussain, Soyiba Jawed, Ali Mir, Mona Ibrahim Ali, Raidah Al-Baradie, Norah Alaqili, Eman Mohammed Nassim Ali, Shahid Bashir

published 31 Jul 2026

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Data driven multiscale modelling of paroxysmal brain transitions using DC-coupled electrophysiological data

Amirhossein Jafarian, Rob C. Wykes

published 17 Jul 2026

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Real‑world safety evaluation of tranexamic acid: Signal detection from FAERS and VigiAccess databases

Jing Feng, Chiwei Guo, Shujuan Zhao

published 10 Jul 2026

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Ketogenic diet therapies for the treatment of drug-resistant epilepsy in children and adults: A systematic review

María Magdalena Vaccarezza, Verónica Laura Sanguine, Giselle Balaciano

published 02 Jul 2026

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Bayesian Uncertainty-aware Deep Learning with noisy labels: Tackling annotation ambiguity in EEG seizure detection

Deeksha M. Shama, Archana Venkataraman

published 23 Jun 2026

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Comprehensive insights into the prescribing trends of carbamazepine, lamotrigine, lithium, and valproate in the UK Primary Care from 1995 to 2018

Siti Watiqah Samsuddin, Juan Carlos Bazo-Alvarez, Patricia Schartau, Irene Petersen

published 17 Jun 2026

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Non-targeted metabolomics reveals myocardial metabolic alterations in epileptic rats

Yue Hu, Yusen Wang, Qinghong Mao, Shisheng Zhu, Li Zhang

published 21 May 2026

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Single-cell multiomics data analysis of potential receptors and therapeutic drugs for epilepsy patients comorbid with depression

Guiqin Bai, Xuerong Zhou, Cheng Xiong, Xi Kang, Ruiqi Huang, Dazhang Bai, Peilin Zhao, Tao Peng, Cheer Muer, Guohui Jiang, Shushan Zhang

published 22 Apr 2026

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Gastrodin alleviates neuronal damage in epileptic cell models by targeting P2RY12 to inhibit microglial hyperactivation

Aiyuan Cai, Zilong Li, Ran Liu, Hailong Huang, Ping Liu, Ruizhong Zhang, Jing Xiao, Yuanhong Lin, Qingpeng Hu, Haixia Wu

published 17 Apr 2026

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The sleep-first effect of perampanel in children with self-limited epilepsy with centrotemporal spikes: A temporal efficacy analysis in the context of complex polytherapy

Biao Jiang, Ninger Zhang, Xiaoli Shao

published 07 Apr 2026

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Physics-informed graph neural networks for robust cross-patient epileptic seizure prediction via chimera state detection

Masoud Amiri, Ershad Nedaei, Bahador Makkiabadi

published 02 Apr 2026

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