Brian Litt, M.D. - Related publications

University of Pennsylvania, Philadelphia, PA, United States 
Epilepsy, Bioengineering, Network Neuroscience, Implantable Devices, Seizure Detection, Seizure Prediction, Brain Stimulation
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50 most relevant papers in past 60 days:
Year Citation  Score
2019 Zhang Q, Hu Y, Potter T, Li R, Quach M, Zhang Y. Establishing Functional Brain Networks using a Nonlinear Partial Directed Coherence Method to Predict Epileptic Seizures. Journal of Neuroscience Methods. 108447. PMID 31614163 DOI: 10.1016/j.jneumeth.2019.108447   
2019 Zhang Q, Hu Y, Potter T, Li R, Quach M, Zhang Y. Establishing Functional Brain Networks using a Nonlinear Partial Directed Coherence Method to Predict Epileptic Seizures. Journal of Neuroscience Methods. 108447. PMID 31614163 DOI: 10.1016/j.jneumeth.2019.108447   
2019 Craley J, Johnson E, Venkataraman A. A Spatio-Temporal Model of Seizure Propagation in Focal Epilepsy. Ieee Transactions On Medical Imaging. PMID 31675325 DOI: 10.1109/TMI.2019.2950252   
2019 Chiang S, Goldenholz DM, Moss R, Rao VR, Haneef Z, Theodore WH, Kleen JK, Gavvala J, Vannucci M, Stern JM. Prospective validation study of an epilepsy seizure risk system for outpatient evaluation. Epilepsia. PMID 31792970 DOI: 10.1111/epi.16397   
2019 Xu K, Zheng Y, Zhang F, Jiang Z, Qi Y, Chen H, Zhu J. An Energy Efficient AdaBoost Cascade Method for Long-term Seizure Detection in Portable Neurostimulators. Ieee Transactions On Neural Systems and Rehabilitation Engineering : a Publication of the Ieee Engineering in Medicine and Biology Society. PMID 31634136 DOI: 10.1109/TNSRE.2019.2947426   
2019 Cheng H, Wang Y, Chen J, Chen Z. The piriform cortex in epilepsy: What we learn from the kindling model. Experimental Neurology. 113137. PMID 31794746 DOI: 10.1016/j.expneurol.2019.113137   
2019 Ma Z. Reachability Analysis of Neural Masses and Seizure Control Based on Combination Convolutional Neural Network. International Journal of Neural Systems. 1950023. PMID 31576767 DOI: 10.1142/S0129065719500230   
2019 Mohamed IN, Elseed MA, Mohamed S, Alsir A, Hamid EK, Omer IM, Elsadig SM, Gerais YM, Osman AH, Bakhiet AM, Hamed AA. Classification and management of epilepsy and epileptic syndromes in a cohort of 202 school children- a 2 year follow up study- Sudan. Bmc Neurology. 19: 290. PMID 31729960 DOI: 10.1186/s12883-019-1514-0   
2019 Daoud H, Bayoumi M. Deep Learning Approach for Epileptic Focus Localization. Ieee Transactions On Biomedical Circuits and Systems. PMID 31796417 DOI: 10.1109/TBCAS.2019.2957087   
2019 Song J, Li Q, Zhang B, Westover B, Zhang R. A new neural mass model driven method and its application in early epileptic seizure detection. Ieee Transactions On Bio-Medical Engineering. PMID 31804924 DOI: 10.1109/TBME.2019.2957392   
2019 Laiou P, Avramidis E, Lopes MA, Abela E, Müller M, Akman OE, Richardson MP, Rummel C, Schindler K, Goodfellow M. Quantification and Selection of Ictogenic Zones in Epilepsy Surgery. Frontiers in Neurology. 10: 1045. PMID 31632339 DOI: 10.3389/fneur.2019.01045   
2019 Utsugi S, Saito M, Sato T, Kunimi M. Relationship between interictal epileptiform discharges under medetomidine sedation and clinical seizures in canine idiopathic epilepsy. The Veterinary Record. PMID 31690640 DOI: 10.1136/vr.104947   
2019 Elhosary H, Zakhari MH, ElGammal MA, Abd Elghany M, Salama K, Mostafa H. Low-Power Hardware Implementation of a Support Vector Machine Training and Classification for Neural Seizure Detection. Ieee Transactions On Biomedical Circuits and Systems. PMID 31613779 DOI: 10.1109/TBCAS.2019.2947044   
2019 Gagliano L, Bou Assi E, Nguyen DK, Sawan M. Bispectrum and Recurrent Neural Networks: Improved Classification of Interictal and Preictal States. Scientific Reports. 9: 15649. PMID 31666621 DOI: 10.1038/s41598-019-52152-2   
2019 Oroji F, Hoseini SM, Asadi-Pooya AA. Quality of EEG recordings in neurology clinics in Iran. Epileptic Disorders : International Epilepsy Journal With Videotape. 21: 375-378. PMID 31371273 DOI: 10.1684/epd.2019.1082   
2019 Khoshnevis SA, Ravi S. Applications of Higher Order Statistics in Electroencephalography Signal Processing: A Comprehensive Survey. Ieee Reviews in Biomedical Engineering. PMID 31689211 DOI: 10.1109/RBME.2019.2951328   
2019 Auvin S, Avbersek A, Bast T, Chiron C, Guerrini R, Kaminski RM, Lagae L, Muglia P, Cross JH. Drug Development for Rare Paediatric Epilepsies: Current State and Future Directions. Drugs. PMID 31734883 DOI: 10.1007/s40265-019-01223-9   
2019 Chan MTV, Hedrick TL, Egan TD, García PS, Koch S, Purdon PL, Ramsay MA, Miller TE, McEvoy MD, Gan TJ, . American Society for Enhanced Recovery and Perioperative Quality Initiative Joint Consensus Statement on the Role of Neuromonitoring in Perioperative Outcomes: Electroencephalography. Anesthesia and Analgesia. PMID 31764163 DOI: 10.1213/ANE.0000000000004502   
2019 Oliveira A, Romero JM, Goldenholz DM. Comparing the efficacy, exposure, and cost of clinical trial analysis methods. Epilepsia. PMID 31724165 DOI: 10.1111/epi.16384   
2019 González-Mariño I, Baz-Lomba JA, Alygizakis NA, Andrés-Costa MJ, Bade R, Barron LP, Been F, Berset JD, Bijlsma L, Bodík I, Brenner A, Brock AL, Burgard DA, Castrignanò E, Christophoridis CE, et al. Spatio-temporal assessment of illicit drug use at large scale: evidence from 7 years of international wastewater monitoring. Addiction (Abingdon, England). PMID 31642141 DOI: 10.1111/add.14767   
2019 Yazbeck M, Sra P, Parvizi J. Rapid Response Electroencephalography for Urgent Evaluation of Patients in Community Hospital Intensive Care Practice. The Journal of Neuroscience Nursing : Journal of the American Association of Neuroscience Nurses. 51: 308-312. PMID 31688282 DOI: 10.1097/JNN.0000000000000476   
2019 Kwon M, Han S, Kim K, Jun SC. Super-Resolution for Improving EEG Spatial Resolution using Deep Convolutional Neural Network-Feasibility Study. Sensors (Basel, Switzerland). 19. PMID 31816868 DOI: 10.3390/s19235317   
2019 Zeng H, Yang C, Zhang H, Wu Z, Zhang J, Dai G, Babiloni F, Kong W. A LightGBM-Based EEG Analysis Method for Driver Mental States Classification. Computational Intelligence and Neuroscience. 2019: 3761203. PMID 31611912 DOI: 10.1155/2019/3761203   
2019 Meziani A, Djouani K, Medkour T, Chibani A. A Lasso quantile periodogram based feature extraction for EEG-based motor imagery. Journal of Neuroscience Methods. 328: 108434. PMID 31569036 DOI: 10.1016/j.jneumeth.2019.108434   
2019 Lin J, Ding S, Li X, Hua Y, Wang X, He R, Du Y, Xia N, Chen Y, Zhu Z, Zheng R, Xu H. External validation and comparison of two prediction models for seizure recurrence after the withdrawal of antiepileptic drugs in adult patients. Epilepsia. PMID 31792957 DOI: 10.1111/epi.16402   
2019 Bigdely-Shamlo N, Touryan J, Ojeda A, Kothe C, Mullen T, Robbins K. Automated EEG mega-analysis I: Spectral and amplitude characteristics across studies. Neuroimage. 116361. PMID 31770636 DOI: 10.1016/j.neuroimage.2019.116361   
2019 Jahmunah V, Lih Oh S, Rajinikanth V, Ciaccio EJ, Hao Cheong K, Arunkumar N, Acharya UR. Automated detection of schizophrenia using nonlinear signal processing methods. Artificial Intelligence in Medicine. 100: 101698. PMID 31607349 DOI: 10.1016/j.artmed.2019.07.006   
2019 Wang P, Hu J. A hybrid model for EEG-based gender recognition. Cognitive Neurodynamics. 13: 541-554. PMID 31741691 DOI: 10.1007/s11571-019-09543-y   
2019 Yahya N, Musa H, Ong ZY, Elamvazuthi I. Classification of Motor Functions from Electroencephalogram (EEG) Signals Based on an Integrated Method Comprised of Common Spatial Pattern and Wavelet Transform Framework. Sensors (Basel, Switzerland). 19. PMID 31717412 DOI: 10.3390/s19224878   
2019 . Quantitative analysis of phenotypic elements augments traditional electroclinical classification of common familial epilepsies. Epilepsia. PMID 31625138 DOI: 10.1111/epi.16354   
2019 Jiang Y, Chen W, Li M. Symplectic geometry decomposition-based features for automatic epileptic seizure detection. Computers in Biology and Medicine. 116: 103549. PMID 31778894 DOI: 10.1016/j.compbiomed.2019.103549   
2019 Bauer FC, Muir DR, Indiveri G. Real-time ultra-low power ECG anomaly detection using an event-driven neuromorphic processor. Ieee Transactions On Biomedical Circuits and Systems. PMID 31715572 DOI: 10.1109/TBCAS.2019.2953001   
2019 Rahman MA, Uddin MS, Ahmad M. Modeling and classification of voluntary and imagery movements for brain-computer interface from fNIR and EEG signals through convolutional neural network. Health Information Science and Systems. 7: 22. PMID 31656595 DOI: 10.1007/s13755-019-0081-5   
2019 Ghosh A, Dal Maso F, Roig M, Mitsis GD, Boudrias MH. Unfolding the Effects of Acute Cardiovascular Exercise on Neural Correlates of Motor Learning Using Convolutional Neural Networks. Frontiers in Neuroscience. 13: 1215. PMID 31798403 DOI: 10.3389/fnins.2019.01215   
2019 Lee S, Cho H, Kim K, Jun SC. Simultaneous EEG Acquisition System for Multiple Users: Development and Related Issues. Sensors (Basel, Switzerland). 19. PMID 31652579 DOI: 10.3390/s19204592   
2019 Nadalin JK, Martinet LE, Blackwood EB, Lo MC, Widge AS, Cash SS, Eden UT, Kramer MA. A statistical framework to assess cross-frequency coupling while accounting for confounding analysis effects. Elife. 8. PMID 31617848 DOI: 10.7554/eLife.44287   
2019 Favié LMA, Huitema ADR, van den Broek MPH, Rademaker CMA, de Haan TR, van Straaten HLM, Simons SHP, Rijken M, Nuytemans DHGM, Egberts TCG, Groenendaal F, . Lidocaine as treatment for neonatal seizures: evaluation of previously developed population pharmacokinetic models and dosing regimen. British Journal of Clinical Pharmacology. PMID 31663153 DOI: 10.1111/bcp.14136   
2019 Zeng H, Wu Z, Zhang J, Yang C, Zhang H, Dai G, Kong W. EEG Emotion Classification Using an Improved SincNet-Based Deep Learning Model. Brain Sciences. 9. PMID 31739605 DOI: 10.3390/brainsci9110326   
2019 Mate S, Bürkle T, Kapsner LA, Toddenroth D, Kampf M, Sedlmayr M, Castellanos I, Prokosch HU, Kraus S. A Method for the Graphical Modeling of Relative Temporal Constraints. Journal of Biomedical Informatics. 103314. PMID 31629921 DOI: 10.1016/j.jbi.2019.103314   
2019 Chakraborty B, Ghosh L, Konar A. Designing Phase-Sensitive Common Spatial Pattern Filter to Improve Brain-Computer Interfacing. Ieee Transactions On Bio-Medical Engineering. PMID 31751218 DOI: 10.1109/TBME.2019.2954470   
2019 Nanivadekar AC, Miller DM, Fulton S, Wong L, Ogren J, Chitnis G, McLaughlin B, Zhai S, Fisher LE, Yates BJ, Horn CC. Machine learning prediction of emesis and gastrointestinal state in ferrets. Plos One. 14: e0223279. PMID 31626659 DOI: 10.1371/journal.pone.0223279   
2019 Jeong JH, Yu BW, Lee DH, Lee SW. Classification of Drowsiness Levels Based on a Deep Spatio-Temporal Convolutional Bidirectional LSTM Network Using Electroencephalography Signals. Brain Sciences. 9. PMID 31795445 DOI: 10.3390/brainsci9120348   
2019 Si Y, Li F, Duan K, Tao Q, Li C, Cao Z, Zhang Y, Biswal B, Li P, Yao D, Xu P. Predicting individual decision-making responses based on single-trial EEG. Neuroimage. 116333. PMID 31698078 DOI: 10.1016/j.neuroimage.2019.116333   
2019 Yee CR, Narain NR, Akmaev VR, Vemulapalli V. A Data-Driven Approach to Predicting Septic Shock in the Intensive Care Unit. Biomedical Informatics Insights. 11: 1178222619885147. PMID 31700248 DOI: 10.1177/1178222619885147   
2019 Satel J, Wilson NR, Klein RM. What Neuroscientific Studies Tell Us about Inhibition of Return. Vision (Basel, Switzerland). 3. PMID 31735859 DOI: 10.3390/vision3040058   
2019 Kumar P, Saini R, Kaur B, Roy PP, Scheme E. Fusion of Neuro-Signals and Dynamic Signatures for Person Authentication. Sensors (Basel, Switzerland). 19. PMID 31661761 DOI: 10.3390/s19214641   
2019 Tang X, Wang T, Du Y, Dai Y. Motor imagery EEG recognition with KNN-based smooth auto-encoder. Artificial Intelligence in Medicine. 101: 101747. PMID 31813489 DOI: 10.1016/j.artmed.2019.101747   
2019 Rácz M, Liber C, Németh E, Fiáth RB, Rokai J, Harmati I, Ulbert I, Márton G. Spike detection and sorting with deep learning. Journal of Neural Engineering. PMID 31561235 DOI: 10.1088/1741-2552/ab4896   
2019 Tafreshi TF, Daliri MR, Ghodousi M. Functional and effective connectivity based features of EEG signals for object recognition. Cognitive Neurodynamics. 13: 555-566. PMID 31741692 DOI: 10.1007/s11571-019-09556-7   
2019 Zhou X, Xu M, Xiao X, Chen L, Gu X, Ming D. [A review of researches on electroencephalogram decoding algorithms in brain-computer interface]. Sheng Wu Yi Xue Gong Cheng Xue Za Zhi = Journal of Biomedical Engineering = Shengwu Yixue Gongchengxue Zazhi. 36: 856-861. PMID 31631636 DOI: 10.7507/1001-5515.201812049