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ORCIDFrontiers in Neuroinformatics, Volume 16
Volume 16, 2022
- María Tubío-Fungueiriño
, Eva Cernadas, Óscar F. Gonçalves, Cinto Segalas, Sara Bertolín, Lorea Mar-Barrutia, Eva Real, Manuel Fernández Delgado, José Manuel Menchón, Sandra Carvalho, Pino Alonso, Ángel Carracedo, Montse Fernández-Prieto:
Viability Study of Machine Learning-Based Prediction of COVID-19 Pandemic Impact in Obsessive-Compulsive Disorder Patients. 807584 - Ethan H. Kim, Derek Howard, Yuxiao Chen, Shreejoy J. Tripathy, Leon French:
LaminaRGeneVis: A Tool to Visualize Gene Expression Across the Laminar Architecture of the Human Neocortex. 753770 - Jisoo Ha, Seonghun Park, Chang-Hwan Im:
Novel Hybrid Brain-Computer Interface for Virtual Reality Applications Using Steady-State Visual-Evoked Potential-Based Brain-Computer Interface and Electrooculogram-Based Eye Tracking for Increased Information Transfer Rate. 758537 - Lei Zhao, Yun-Kai Sun, Shao-Wei Xue, Hong Luo, Xiao-Dong Lu, Lanhua Zhang:
Identifying Boys With Autism Spectrum Disorder Based on Whole-Brain Resting-State Interregional Functional Connections Using a Boruta-Based Support Vector Machine Approach. 761942 - Amr M. AbdelAty, Mohammed E. Fouda, Ahmed M. Eltawil:
Parameter Estimation of Two Spiking Neuron Models With Meta-Heuristic Optimization Algorithms. 771730 - Jason Kai, Ali R. Khan:
Assessing the Reliability of Template-Based Clustering for Tractography in Healthy Human Adults. 777853 - Zhaoyu Yang, Xuexuan Li, Weikang Luo, Yao Wu, Tao Tang, Yang Wang:
The Involvement of Long Non-coding RNA and Messenger RNA Based Molecular Networks and Pathways in the Subacute Phase of Traumatic Brain Injury in Adult Mice. 794342 - Bumhee Park, Byung Jin Choi, Heirim Lee, Jong-Hwan Jang, Hyunwoong Roh, Eun Young Kim, Changhyung Hong, Sang Joon Son, Dukyong Yoon:
Modeling Brain Volume Using Deep Learning-Based Physical Activity Features in Patients With Dementia. 795171 - Immo Weber, Carina Renate Oehrn:
A Waveform-Independent Measure of Recurrent Neural Activity. 800116 - Denis Rivière, Yann Leprince, Nicole Labra, Nabil Vindas, Ophélie Foubet, Bastien Cagna, KepKee Loh, William Hopkins, Antoine Balzeau, Martial Mancip, Jessica Lebenberg, Yann Cointepas, Olivier Coulon, Jean-François Mangin:
Browsing Multiple Subjects When the Atlas Adaptation Cannot Be Achieved via a Warping Strategy. 803934 - Binita Rajbanshi, Anuj Guruacharya:
Panama: An Open-Source Educational App for Ion Channel Biophysics Simulation. 813940 - Samuel Garcia, Julia Sprenger, Tahl Holtzman, Alessio Paolo Buccino:
ProbeInterface: A Unified Framework for Probe Handling in Extracellular Electrophysiology. 823056 - Jingpeng Wu, Nicholas L. Turner, J. Alexander Bae, Ashwin Vishwanathan, H. Sebastian Seung:
RealNeuralNetworks.jl: An Integrated Julia Package for Skeletonization, Morphological Analysis, and Synaptic Connectivity Analysis of Terabyte-Scale 3D Neural Segmentations. 828169 - Robert Hider, Dean Kleissas, Timothy Gion, Daniel Xenes, Jordan Matelsky, Derek Pryor, Luis M. Rodriguez, Erik C. Johnson, William R. Gray Roncal, Brock A. Wester:
The Brain Observatory Storage Service and Database (BossDB): A Cloud-Native Approach for Petascale Neuroscience Discovery. 828787 - Oliver Maith, Helge Ulo Dinkelbach, Javier Baladron, Julien Vitay, Fred H. Hamker:
BOLD Monitoring in the Neural Simulator ANNarchy. 790966 - Leiming Jin, Kun Zhao, Yan Zhao, Tongtong Che, Shuyu Li:
A Hybrid Deep Learning Method for Early and Late Mild Cognitive Impairment Diagnosis With Incomplete Multimodal Data. 843566 - Xianglian Meng, Yue Wu, Wenjie Liu, Ying Wang, Zhe Xu, Zhuqing Jiao:
Research on Voxel-Based Features Detection and Analysis of Alzheimer's Disease Using Random Survey Support Vector Machine. 856295 - Rohan Panda, Sunil Vasu Kalmady, Russell Greiner:
Multi-Source Domain Adaptation Techniques for Mitigating Batch Effects: A Comparative Study. 805117 - Miseon Shim, Chang-Hwan Im, Seung-Hwan Lee, Han-Jeong Hwang:
Enhanced Performance by Interpretable Low-Frequency Electroencephalogram Oscillations in the Machine Learning-Based Diagnosis of Post-traumatic Stress Disorder. 811756 - Carlos Gómez-Tapia, Bojan Bozic, Luca Longo:
On the Minimal Amount of EEG Data Required for Learning Distinctive Human Features for Task-Dependent Biometric Applications. 844667 - Weiyi Liu, Junxia Pan, Yuanxu Xu, Meng Wang, Hongbo Jia, Kuan Zhang, Xiaowei Chen, Xingyi Li, Xiang Liao:
Fast and Accurate Motion Correction for Two-Photon Ca2+ Imaging in Behaving Mice. 851188 - Qianqian Wang, Long Li, Lishan Qiao, Mingxia Liu:
Adaptive Multimodal Neuroimage Integration for Major Depression Disorder Detection. 856175 - Li Guowei, Jin Yanping:
Bioinformatics Analysis of Stem Cell circ-ASB3 Signaling Pathway and Its Affection on Glioma Biological Characteristics. 859937 - Liangliang Liu, Ying Wang, Jing Chang, Pei Zhang, Gongbo Liang, Hui Zhang:
LLRHNet: Multiple Lesions Segmentation Using Local-Long Range Features. 859973 - Huidi Jia, Xiai Chen, Zhi Han, Baichen Liu, Tianhui Wen, Yandong Tang:
Nonconvex Nonlocal Tucker Decomposition for 3D Medical Image Super-Resolution. 880301 - Wenchao Li, Jiaqi Zhao, Chenyu Shen, Jingwen Zhang, Ji Hu, Mang Xiao, Jiyong Zhang, Minghan Chen:
Regional Brain Fusion: Graph Convolutional Network for Alzheimer's Disease Prediction and Analysis. 886365 - Sotirios Panagiotou, Harry Sidiropoulos, Dimitrios Soudris, Mario Negrello, Christos Strydis:
EDEN: A High-Performance, General-Purpose, NeuroML-Based Neural Simulator. 724336 - Joseph Y. Moon, Pratik Mukherjee, Ravi K. Madduri, Amy J. Markowitz, Lanya T. Cai, Eva M. Palacios, Geoffrey T. Manley, Peer-Timo Bremer:
The Case for Optimized Edge-Centric Tractography at Scale. 752471 - Guillem Simeon, Gemma Piella, Oscar Camara, Deborah Pareto:
Riemannian Geometry of Functional Connectivity Matrices for Multi-Site Attention-Deficit/Hyperactivity Disorder Data Harmonization. 769274 - Heli Li, Xinyuan Wang, Cong Hu, Hao Li, Zhuoshuo Xu, Ping Lei, Xiaoping Luo, Yan Hao:
JUN and PDGFRA as Crucial Candidate Genes for Childhood Autism Spectrum Disorder. 800079 - Morgan Sanchez, Dymon Moore, Erik C. Johnson, Brock A. Wester, Jeff W. Lichtman, William R. Gray Roncal:
Connectomics Annotation Metadata Standardization for Increased Accessibility and Queryability. 828458 - Moritz Layer, Johanna Senk, Simon Essink, Alexander van Meegen, Hannah Bos, Moritz Helias:
NNMT: Mean-Field Based Analysis Tools for Neuronal Network Models. 835657 - Ana Sofia Carmo, Mariana Abreu, Ana Luísa Nobre Fred, Hugo Plácido da Silva:
EpiBOX: An Automated Platform for Long-Term Biosignal Collection. 837278 - Jasper Albers, Jari Pronold, Anno Christopher Kurth, Stine Brekke Vennemo, Kaveh Haghighi Mood, Alexander Patronis, Dennis Terhorst, Jakob Jordan, Susanne Kunkel, Tom Tetzlaff, Markus Diesmann, Johanna Senk:
A Modular Workflow for Performance Benchmarking of Neuronal Network Simulations. 837549 - Robert A. McDougal, Cameron Conte, Lia Eggleston, Adam J. H. Newton, Hana Galijasevic:
Efficient Simulation of 3D Reaction-Diffusion in Models of Neurons and Networks. 847108 - Bujar Raufi, Luca Longo:
An Evaluation of the EEG Alpha-to-Theta and Theta-to-Alpha Band Ratios as Indexes of Mental Workload. 861967 - José V. Manjón, José E. Romero, Roberto Vivó Hernando, Gregorio Rubio, Fernando Aparici-Robles, María de la Iglesia-Vayá, Pierrick Coupé:
vol2Brain: A New Online Pipeline for Whole Brain MRI Analysis. 862805 - Paulo H. Lopes, Bruno Cruz Oliveira, Anderson Abner de S. Souza, Wilfredo Blanco:
Mitigating Computer Limitations in Replicating Numerical Simulations of a Neural Network Model With Hodgkin-Huxley-Type Neurons. 874234 - Zoltan Galaz, Peter Drotár, Jirí Mekyska, Matej Gazda, Jan Mucha, Vojtech Zvoncak, Zdenek Smékal, Marcos Faúndez-Zanuy, Reinel Castrillon, Juan Rafael Orozco-Arroyave, Steven Z. Rapcsak, Tamas Kincses, Lubos Brabenec, Irena Rektorová:
Comparison of CNN-Learned vs. Handcrafted Features for Detection of Parkinson's Disease Dysgraphia in a Multilingual Dataset. 877139 - Helge Ulo Dinkelbach, Badr-Eddine Bouhlal, Julien Vitay, Fred H. Hamker:
Auto-Selection of an Optimal Sparse Matrix Format in the Neuro-Simulator ANNarchy. 877945 - Benedikt Feldotto, Jochen Martin Eppler, Cristian Jimenez-Romero, Christopher Bignamini, Carlos Enrique Gutierrez, Ugo Albanese, Eloy Retamino, Viktor Vorobev, Vahid Zolfaghari, Alex Upton, Zhe Sun, Hiroshi Yamaura, Morteza Heidarinejad, Wouter Klijn, Abigail Morrison, Felipe Cruz, Colin McMurtrie, Alois C. Knoll, Jun Igarashi, Tadashi Yamazaki, Kenji Doya, Fabrice O. Morin:
Deploying and Optimizing Embodied Simulations of Large-Scale Spiking Neural Networks on HPC Infrastructure. 884180 - Sai Chen, Le-ping Liu, Yong-jun Wang, Xiong-Hui Zhou, Hang Dong, Zi-wei Chen, Jiang Wu, Rong Gui, Qin-yu Zhao:
Advancing Prediction of Risk of Intraoperative Massive Blood Transfusion in Liver Transplantation With Machine Learning Models. A Multicenter Retrospective Study. 893452 - Jiawei Liu, Huijie Fan, Qiang Wang, Wentao Li, Yandong Tang, Danbo Wang, Mingyi Zhou, Li Chen:
Local Label Point Correction for Edge Detection of Overlapping Cervical Cells. 895290 - Haoran Lu, Yifei She, Jun Tie, Shengzhou Xu:
Half-UNet: A Simplified U-Net Architecture for Medical Image Segmentation. 911679 - Xin Deng, Xufeng Fan, Xiangwei Lv, Kaiwei Sun:
SparNet: A Convolutional Neural Network for EEG Space-Frequency Feature Learning and Depression Discrimination. 914823 - Frontiers Production Office:
Erratum: Knowledge Representation for Multi-Scale Physiology Route Modeling. 930152 - Jorge Gulín-González, Maria L. Bringas-Vega, Eduardo Martínez-Montes, Petra Ritter, Ana Solodkin, Mitchell Joseph Valdés-Sosa, Pedro Antonio Valdés-Sosa:
Editorial: Brain Modeling of Neurogenerative Disorders. 937790 - Fei Wang, Wei Wang, Dan Wu, Guowang Gao, Zetian Wang:
Multi illumination color constancy based on multi-scale supervision and single-scale estimation cascade convolution neural network. - Hugh Osborne, Marc de Kamps:
A numerical population density technique for N-dimensional neuron models. - Weiliang Chen, Tristan Carel, Omar Awile, Nicola Cantarutti, Giacomo Castiglioni, Alessandro Cattabiani, Baudouin Del Marmol, Iain Hepburn, James G. King, Christos Kotsalos, Pramod S. Kumbhar, Jules Lallouette, Samuel Melchior, Felix Schürmann, Erik De Schutter:
STEPS 4.0: Fast and memory-efficient molecular simulations of neurons at the nanoscale. - Yiwei Zhou, Huanwen Chen, Yijun Wang:
Recognition ability of untrained neural networks to symbolic numbers. - Harald Bârzan, Ana-Maria Ichim, Vasile Vlad Moca, Raul Cristian Muresan:
Time-Frequency Representations of Brain Oscillations: Which One Is Better? - Denis Alevi, Marcel Stimberg, Henning Sprekeler, Klaus Obermayer, Moritz Augustin:
Brian2CUDA: Flexible and Efficient Simulation of Spiking Neural Network Models on GPUs. - Tong Xin, Lijun Shen, Linlin Li, Xi Chen, Hua Han:
Expected affine: A registration method for damaged section in serial sections electron microscopy. - Yingwei Wang, Zhongjie Li, Yujin Zhang, Yingming Long, Xinyan Xie, Ting Wu:
Classification of partial seizures based on functional connectivity: A MEG study with support vector machine. - Xiang Chen, Dongxia Hu, Ruiqi Zhang, Zewei Pan, Yan Chen, Longhan Xie, Jun Luo, Yiwen Zhu:
Interpretable evaluation for the Brunnstrom recovery stage of the lower limb based on wearable sensors. - Noah Frazier-Logue, Justin Wang, Zheng Wang, Devin Sodums, Anisha Khosla, Alexandria D. Samson, Anthony R. McIntosh, Kelly Shen:
A Robust Modular Automated Neuroimaging Pipeline for Model Inputs to TheVirtualBrain. - Yupeng Li, Dong Zhao, Guangjie Liu, Yi Liu, Yasmeen Bano, Alisherjon Ibrohimov, Huiling Chen, Chengwen Wu, Xumin Chen:
Intradialytic hypotension prediction using covariance matrix-driven whale optimizer with orthogonal structure-assisted extreme learning machine. - Zhuang Ai, Xuan Huang, Jing Feng, Hui Wang, Yong Tao, Fanxin Zeng, Yaping Lu:
FN-OCT: Disease Detection Algorithm for Retinal Optical Coherence Tomography Based on a Fusion Network. - Rabeea Siddique, Faryal Mehwish Awan, Ghulam Nabi, Suliman Khan, Mengzhou Xue:
Chronic jet lag-like conditions dysregulate molecular profiles of neurological disorders in nucleus accumbens and prefrontal cortex. - Dominik Schmidt, Gwendolyn English, Thomas C. Gent, Mehmet Fatih Yanik, Wolfger von der Behrens:
Machine learning reveals interhemispheric somatosensory coherence as indicator of anesthetic depth. - Parisa Saat, Nikita Nogovitsyn, Muhammad Yusuf Hassan, Muhammad Athar Ganaie, Roberto Souza, Hadi Hemmati:
A domain adaptation benchmark for T1-weighted brain magnetic resonance image segmentation. - Duowei Tang, Maja Taseska, Toon van Waterschoot:
Toward learning robust contrastive embeddings for binaural sound source localization. - Xiangyu Zhao, Xueping Peng, Ke Niu, Hailong Li, Lili He, Feng Yang, Ting Wu, Duo Chen, Qiusi Zhang, Menglin Ouyang, Jiayang Guo, Yijie Pan:
A multi-head self-attention deep learning approach for detection and recommendation of neuromagnetic high frequency oscillations in epilepsy. - Shruthi Suresh, David T. Newton, Thomas H. Everett, Guang Lin, Bradley S. Duerstock:
Feature Selection Techniques for a Machine Learning Model to Detect Autonomic Dysreflexia. - Marta Gaviraghi, Antonio Ricciardi, Fulvia Palesi, Wallace Brownlee, Paolo Vitali, Ferran Prados, Baris Kanber, Claudia A. M. Gandini Wheeler-Kingshott:
A generalized deep learning network for fractional anisotropy reconstruction: Application to epilepsy and multiple sclerosis. - Fernando S. Borges, Joao V. S. Moreira, Lavinia M. Takarabe, William W. Lytton, Salvador Dura-Bernal:
Large-scale biophysically detailed model of somatosensory thalamocortical circuits in NetPyNE. - Srijanie Dey, Alexander G. Dimitrov:
Mapping and Validating a Point Neuron Model on Intel's Neuromorphic Hardware Loihi. - Hang Su, Zhengyuan Han, Yujie Fu, Dong Zhao, Fanhua Yu, Ali Asghar Heidari, Yu Zhang, Yeqi Shou, Peiliang Wu, Huiling Chen, Yanfan Chen:
Detection of pulmonary embolism severity using clinical characteristics, hematological indices, and machine learning techniques. - Gan Wang, Moran Cerf:
Brain-Computer Interface using neural network and temporal-spectral features. - Etienne Gauthier-Lafreniere, Meshal Aljassar, Vladimir V. Rymar, John Milton, Abbas F. Sadikot:
A standardized accelerometry method for characterizing tremor: Application and validation in an ageing population with postural and action tremor. - Yusuke Noro, Ruixiang Li, Teppei Matsui, Koji Jimura:
A method for reconstruction of interpretable brain networks from transient synchronization in resting-state BOLD fluctuations. - Vicente Enguix, Jeanette K. Kenley, David Luck, Julien Cohen-Adad, Gregory A. Lodygensky:
NeoRS: A Neonatal Resting State fMRI Data Preprocessing Pipeline. - Hancan Zhu, Mingxia Liu, Zhenyu Tang, Shuai Wang:
Editorial: Weakly supervised deep learning-based methods for brain image analysis. - Guido Trensch, Abigail Morrison:
A System-on-Chip Based Hybrid Neuromorphic Compute Node Architecture for Reproducible Hyper-Real-Time Simulations of Spiking Neural Networks. - Carlos Enrique Gutierrez, Henrik Skibbe, Hugo Musset, Kenji Doya:
A Spiking Neural Network Builder for Systematic Data-to-Model Workflow. - Kun Wang, Aili Wei, Yu Fu, Tianhui Wang, Xiujie Gao, Bo Fu, Yingwen Zhu, Bo Cui, Mengfu Zhu:
State-dependent modulation of thalamocortical oscillations by gamma light flicker with different frequencies, intensities, and duty cycles. - Angel Lareo, Pablo Varona, Francisco B. Rodríguez:
Modeling the Sequential Pattern Variability of the Electromotor Command System of Pulse Electric Fish. - Srijanie Dey, Alexander G. Dimitrov:
Mapping and Validating a Point Neuron Model on Intel's Neuromorphic Hardware Loihi. - Jiaxin Shi, Zilong Zhao, Tao Jiang, Hua Ai, Jiani Liu, Xinpu Chen, Yahong Luo, Huijie Fan, Xiran Jiang:
A deep learning approach with subregion partition in MRI image analysis for metastatic brain tumor. - Dongyun Li, Lianni Mei, Huiping Li, Chunchun Hu, Bingrui Zhou, Kaifeng Zhang, Zhongwei Qiao, Xiu Xu, Qiong Xu:
Brain structural alterations in young girls with Rett syndrome: A voxel-based morphometry and tract-based spatial statistics study. - John D. Griffiths, Kelly Shen, Padraig Gleeson:
Editorial: Neuroinformatics of large-scale brain modelling. - Almira M. Kustubayeva, Erik B. Nelson, Michael L. Smith, Jane B. Allendorfer, James C. Eliassen:
Functional MRI study of feedback-based reinforcement learning in depression. - Omar Awile, Pramod S. Kumbhar, Nicolas Cornu, Salvador Dura-Bernal, James Gonzalo King, Olli Lupton, Ioannis Magkanaris, Robert A. McDougal, Adam J. H. Newton, Fernando Pereira, Alexandru Savulescu, Nicholas T. Carnevale, William W. Lytton, Michael L. Hines, Felix Schürmann:
Modernizing the NEURON Simulator for Sustainability, Portability, and Performance. - Aurel A. Lazar, Mehmet Kerem Türkcan, Yiyin Zhou:
A Programmable Ontology Encompassing the Functional Logic of the Drosophila Brain. - Bence Schneider, Orsolya Szalárdy, Péter P. Ujma, Péter Simor, Ferenc Gombos, Ilona Kovács, Martin Dresler, Róbert Bódizs:
Scale-free and oscillatory spectral measures of sleep stages in humans. - Yun-Song Hu, Juan Yue, Qiu Ge, Zi-Jian Feng, Jue Wang, Yufeng Zang:
Test-retest reliability of peak location in the sensorimotor network of resting state fMRI for potential rTMS targets. - Lopamudra Mukherjee, Abdul Kader Sagar, Jonathan N. Ouellette, Jyoti J. Watters, Kevin W. Eliceiri:
A deep learning framework for classifying microglia activation state using morphology and intrinsic fluorescence lifetime data. - Monique Surles-Zeigler, Troy Sincomb, Thomas H. Gillespie, Bernard de Bono, Jacqueline Bresnahan, Gary M. Mawe, Jeffrey S. Grethe, Susan J. Tappan, Maci L. Heal, Maryann E. Martone:
Extending and using anatomical vocabularies in the stimulating peripheral activity to relieve conditions project. - Mingjing Wang, Long Chen, Ali Asghar Heidari, Huiling Chen:
Fireworks explosion boosted Harris Hawks optimization for numerical optimization: Case of classifying the severity of COVID-19. - Xiao Yang, Xiaojia Ye, Dong Zhao, Ali Asghar Heidari, Zhangze Xu, Huiling Chen, Yangyang Li:
Multi-threshold image segmentation for melanoma based on Kapur's entropy using enhanced ant colony optimization. - Taehoon Kim, Dexiong Chen, Philipp Hornauer, Vishalini Emmenegger, Julian Bartram, Silvia Ronchi, Andreas Hierlemann, Manuel S. Schröter, Damian Roqueiro:
Predicting in vitro single-neuron firing rates upon pharmacological perturbation using Graph Neural Networks. - Yupeng Li, Dong Zhao, Zhangze Xu, Ali Asghar Heidari, Huiling Chen, Xinyu Jiang, Zhifang Liu, Mengmeng Wang, Qiongyan Zhou, Suling Xu:
bSRWPSO-FKNN: A boosted PSO with fuzzy K-nearest neighbor classifier for predicting atopic dermatitis disease. - Erratum: Mapping and validating a point neuron model on Intel's neuromorphic hardware Loihi.
- Chengye Li, Lingxian Hou, Jingye Pan, Huiling Chen, Xueding Cai, Guoxi Liang:
Tuberculous pleural effusion prediction using ant colony optimizer with grade-based search assisted support vector machine. - Sreedhar S. Kumar, Tobias Gänswein, Alessio Paolo Buccino, Xiaohan Xue, Julian Bartram, Vishalini Emmenegger, Andreas Hierlemann:
Tracking axon initial segment plasticity using high-density microelectrode arrays: A computational study. - Muhammad Yousefnezhad, Daoqiang Zhang, Andrew J. Greenshaw, Russell Greiner:
Editorial: Multi-site neuroimage analysis: Domain adaptation and batch effects. - Xing-Rui Wang, Xi Ma, Liu-Xu Jin, Yan-Jun Gao, Yong-Jie Xue, Jing-Long Li, Wei-Xian Bai, Miao-fei Han, Qing Zhou, Feng Shi, Jing Wang:
Application value of a deep learning method based on a 3D V-Net convolutional neural network in the recognition and segmentation of the auditory ossicles. - Stephen M. Plaza, Jody Clements, Tom Dolafi, Lowell A. Umayam, Nicole N. Neubarth, Louis K. Scheffer, Stuart E. Berg:
neuPrint: An open access tool for EM connectomics. - Nayid Triana Guzmán, Alvaro D. Orjuela-Cañón, Andrés L. Jutinico, Omar Mendoza-Montoya, Javier Mauricio Antelis:
Decoding EEG rhythms offline and online during motor imagery for standing and sitting based on a brain-computer interface. - Ning Wu, Huan Yu, Mingze Xu:
Alteration of brain nuclei in obese children with and without Prader-Willi syndrome. - Ting Peng, Leping Liu, Feiyang Liu, Liang Ding, Jing Liu, Han Zhou, Chong Liu:
Machine learning-based infection prediction model for newly diagnosed multiple myeloma patients. - Leonie Richter, Ahmed E. Fetit:
Accurate segmentation of neonatal brain MRI with deep learning. - Jinuk Kwon, Jihun Hwang, Hyerin Nam, Chang-Hwan Im:
Novel hybrid visual stimuli incorporating periodic motions into conventional flickering or pattern-reversal visual stimuli for steady-state visual evoked potential-based brain-computer interfaces. - Xin Li, Huadong Liang:
Project, toolkit, and database of neuroinformatics ecosystem: A summary of previous studies on "Frontiers in Neuroinformatics". - Karolina Ignatiadis, Roberto Barumerli, Brigitta Tóth, Robert Baumgartner:
Effects of individualized brain anatomies and EEG electrode positions on inferred activity of the primary auditory cortex. - Nicolás C. Cruz, Álvaro González-Redondo, Juana López Redondo, Jesús Alberto Garrido, Eva M. Ortigosa, Pilar M. Ortigosa:
Black-box and surrogate optimization for tuning spiking neural models of striatum plasticity. - Yi Zhang, Guan Wang, Ziwen Li, Mingjun Xie, Branko G. Celler, Steven W. Su, Peng Xu, Dezhong Yao:
Matlab Open Source Code: Noise-Assisted Multivariate Empirical Mode Decomposition Based Causal Decomposition for Causality Inference of Bivariate Time Series. - Alexander Ladd, Kyung Geun Kim, Jan Balewski, Kristofer E. Bouchard, Roy Ben-Shalom:
Scaling and Benchmarking an Evolutionary Algorithm for Constructing Biophysical Neuronal Models. - Danlei Ru, Jinchen Li, Ouyi Xie, Linliu Peng, Hong Jiang, Rong Qiu:
Explainable artificial intelligence based on feature optimization for age at onset prediction of spinocerebellar ataxia type 3. - Reem Ahmed Bahathiq, Haneen R. Banjar, Ahmed K. Bamaga, Salma Kammoun Jarraya:
Machine learning for autism spectrum disorder diagnosis using structural magnetic resonance imaging: Promising but challenging. - Robin Weiler, Marina Diachenko, Erika L. Juarez-Martinez, Arthur Ervin Avramiea, Peter Bloem, Klaus Linkenkaer-Hansen:
Robin's Viewer: Using deep-learning predictions to assist EEG annotation. - Elizabeth Hunter, John D. Kelleher:
A review of risk concepts and models for predicting the risk of primary stroke. - Pavel Alekseevich Lyakhov, Alexander Alexandrovich Dolgalev, Uliana A. Lyakhova, Alexandr Alexandrovich Muraev, Kirill Evgenievich Zolotayev, Dmitry Yurievich Semerikov:
Neural network system for analyzing statistical factors of patients for predicting the survival of dental implants. - Nicholas V. Swindale, Geoffrey J. Goodhill:
Editorial: Cortical Maps: Data and Models. - Carlo Michaelis, Andrew B. Lehr, Winfried Oed, Christian Tetzlaff:
Brian2Loihi: An emulator for the neuromorphic chip Loihi using the spiking neural network simulator Brian. - Réka Barbara Bod, János Rokai, Domokos Meszéna, Richárd Fiáth, István Ulbert, Gergely Márton:
From End to End: Gaining, Sorting, and Employing High-Density Neural Single Unit Recordings. - Xu Cui, Yongrong Wu, Jipeng Wu, Zhiyu You, Jianbing Xiahou, Menglin Ouyang:
A review: Music-emotion recognition and analysis based on EEG signals. - Eduardo Pérez-Valero, Christian A. Morillas, Miguel Angel Lopez-Gordo, Ismael Carrera-Muñoz, Samuel López-Alcalde, Rosa M. Vílchez-Carrillo:
An Automated Approach for the Detection of Alzheimer's Disease From Resting State Electroencephalography. - Hui Liu, Guo Zhou, Yongquan Zhou, Huajuan Huang, Xiuxi Wei:
An RBF neural network based on improved black widow optimization algorithm for classification and regression problems. - Katarzyna A. Tarnowska, Zbigniew W. Ras, Pawel J. Jastreboff:
A data-driven approach to clinical decision support in tinnitus retraining therapy. - Srijanie Dey, Alexander G. Dimitrov:
Corrigendum: Mapping and validating a point neuron model on intel's neuromorphic hardware Loihi. - Lisha Zhong, Jiangzhong Wan, Jia Wu, Suling He, Xuefei Zhong, Zhiwei Huang, Zhangyong Li:
Temporal and spatial dynamic propagation of electroencephalogram by combining power spectral and synchronization in childhood absence epilepsy. - Rui Sun, Jun Wu, Yongchun Miao, Lei Ouyang, Lei Qu:
Progressive 3D biomedical image registration network based on deep self-calibration. - Gianmarco Tiddia, Bruno Golosio, Jasper Albers, Johanna Senk, Francesco Simula, Jari Pronold, Viviana Fanti, Elena Pastorelli, Pier Stanislao Paolucci, Sacha J. van Albada:
Fast Simulation of a Multi-Area Spiking Network Model of Macaque Cortex on an MPI-GPU Cluster. - Eva Massé, Olivier Bartheye, Ludovic Fabre:
Classification of Electrophysiological Signatures With Explainable Artificial Intelligence: The Case of Alarm Detection in Flight Simulator. - Elsa Santos Febles, Marlis Ontivero-Ortega, Michell Valdés Sosa, Hichem Sahli:
Machine Learning Techniques for the Diagnosis of Schizophrenia Based on Event-Related Potentials. - Charles A. Ellis, Robyn L. Miller, Vince D. Calhoun:
A Systematic Approach for Explaining Time and Frequency Features Extracted by Convolutional Neural Networks From Raw Electroencephalography Data. - Fernando Pérez-García, Ali Alim-Marvasti, Gloria Romagnoli, Matthew J. Clarkson, Rachel Sparks, John S. Duncan, Sébastien Ourselin:
Software tool for visualization of a probabilistic map of the epileptogenic zone from seizure semiologies. - Tingting Han, Jun Wu, Wenting Luo, Huimin Wang, Zhe Jin, Lei Qu:
Review of Generative Adversarial Networks in mono- and cross-modal biomedical image registration. - Tao Xu, Andrei Dragomir, Xucheng Liu, Haojun Yin, Feng Wan, Anastasios Bezerianos, Hongtao Wang:
An EEG study of human trust in autonomous vehicles based on graphic theoretical analysis. - Luca Leonardo Bologna, Roberto Smiriglia, Carmen Alina Lupascu, Shailesh Appukuttan, Andrew P. Davison, Genrich Ivaska, Jean-Denis Courcol, Michele Migliore:
The EBRAINS Hodgkin-Huxley Neuron Builder: An online resource for building data-driven neuron models. - Juncheng Lyu, Hong Shi, Jie Zhang, Jill M. Norvilitis:
Prediction model for suicide based on back propagation neural network and multilayer perceptron. - Immo Weber, Carina Renate Oehrn:
NoLiTiA: An Open-Source Toolbox for Non-linear Time Series Analysis. - Xiaoqiang Zhu, Xiaomei Liu, Sihu Liu, Yalan Shen, Lihua You, Yimin Wang:
Robust quasi-uniform surface meshing of neuronal morphology using line skeleton-based progressive convolution approximation. - Mengting Fang, Craig Poskanzer, Stefano Anzellotti:
PyMVPD: A Toolbox for Multivariate Pattern Dependence. - Xiaojin Li, Yan Huang, Samden D. Lhatoo, Shiqiang Tao, Laura Vilella Bertran, Guo-Qiang Zhang, Licong Cui:
A hybrid unsupervised and supervised learning approach for postictal generalized EEG suppression detection. - Alejandro O. Blenkmann, Anne-Kristin Solbakk, Jugoslav Ivanovic, Pål G. Larsson, Robert T. Knight, Tor Endestad:
Modeling intracranial electrodes. A simulation platform for the evaluation of localization algorithms. - Shan Gao, Jia-wei Hao, Yanan Zhao, Xuan Li, Tao Wang, Zhifa Han, Bao-liang Sun, Jing-yi Sun, Guiyou Liu:
An updated analysis of the association between CD2-associated protein gene rs9349407 polymorphism and Alzheimer's disease in Chinese population. - Hang Su, Yeqi Shou, Yujie Fu, Dong Zhao, Ali Asghar Heidari, Zhengyuan Han, Peiliang Wu, Huiling Chen, Yanfan Chen:
A new machine learning model for predicting severity prognosis in patients with pulmonary embolism: Study protocol from Wenzhou, China. - Jon André Ottesen, Darvin Yi, Elizabeth Tong, Michael Iv, Anna Latysheva, Cathrine Saxhaug, Kari Dolven Jacobsen, Åslaug Helland, Kyrre Eeg Emblem, Daniel L. Rubin, Atle Bjørnerud, Greg Zaharchuk, Endre Grøvik:
2.5D and 3D segmentation of brain metastases with deep learning on multinational MRI data. - Yubin Li, Lili Jiang:
State and Trait Anxiety Share Common Network Topological Mechanisms of Human Brain. - Zijun Yan, Qiming Liu, Ziyang Cao, Jinxia Wang, Hongyang Zhang, Jiangbin Liu, Lin Zou:
Multi-omics integration reveals a six-malignant cell maker gene signature for predicting prognosis in high-risk neuroblastoma.
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