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ORCIDFrontiers in Neuroinformatics, Volume 15
Volume 15, 2021
- Natallia Kokash
, Bernard de Bono:
Knowledge Representation for Multi-Scale Physiology Route Modeling. 560050 - Alba Gomez-Valadés, Rafael Martínez-Tomás, Mariano Rincón:
Integrative Base Ontology for the Research Analysis of Alzheimer's Disease-Related Mild Cognitive Impairment. 561691 - Sunao Yotsutsuji, MiaoMei Lei, Hiroyuki Akama:
Evaluation of Task fMRI Decoding With Deep Learning on a Small Sample Dataset. 577451 - Laetitia Jeancolas, Dijana Petrovska-Delacrétaz, Graziella Mangone, Badr-Eddine Benkelfat, Jean-Christophe Corvol, Marie Vidailhet, Stéphane Lehéricy, Habib Benali:
X-Vectors: New Quantitative Biomarkers for Early Parkinson's Disease Detection From Speech. 578369 - Bojan Mihaljevic, Pedro Larrañaga, Concha Bielza:
Comparing the Electrophysiology and Morphology of Human and Mouse Layer 2/3 Pyramidal Neurons With Bayesian Networks. 580873 - Supat Saetia, Natsue Yoshimura, Yasuharu Koike:
Constructing Brain Connectivity Model Using Causal Network Reconstruction Approach. 619557 - Pedro Pozo-Jimenez, Javier Lucas-Romero, Jose A. Lopez-Garcia:
Discovering Effective Connectivity in Neural Circuits: Analysis Based on Machine Learning Methodology. 561012 - Anita Pacholik-Zuromska:
Self-Regulation in the Time of Lockdown. 567920 - Leon Stefanovski, Jil Mona Meier, Roopa Pai, Paul Triebkorn, Tristram Lett, Leon Martin, Konstantin Bülau, Martin Hofmann-Apitius, Ana Solodkin, Anthony Randal McIntosh, Petra Ritter:
Bridging Scales in Alzheimer's Disease: Biological Framework for Brain Simulation With The Virtual Brain. 630172 - Sander Lamballais, Ryan L. Muetzel:
QDECR: A Flexible, Extensible Vertex-Wise Analysis Framework in R. 561689 - Elzbieta Olejarczyk, Adam Józwik, Vladas Valiulis, Kastytis Dapsys, Giedrius Gerulskis, Arunas Germanavicius:
Statistical Analysis of Graph-Theoretic Indices to Study EEG-TMS Connectivity in Patients With Depression. 651082 - James C. Knight, Anton Komissarov, Thomas Nowotny:
PyGeNN: A Python Library for GPU-Enhanced Neural Networks. 659005 - Laurent Sparrow, Hugo Six, Lauren Varona, Olivier Janin:
Validation of Affect-tag Affective and Cognitive Indicators. 535542 - Foroogh Razavi, Samira Raminfard, Hadis Kalantar Hormozi, Minoo Sisakhti, Seyed Amir Hossein Batouli:
A Probabilistic Atlas of the Pineal Gland in the Standard Space. 554229 - Jesús Leonardo López-Hernández, Israel González-Carrasco, José Luis López Cuadrado, Belén Ruíz-Mezcua:
Framework for the Classification of Emotions in People With Visual Disabilities Through Brain Signals. 642766 - Ruben A. Tikidji-Hamburyan, Matthew Colonnese:
Polynomial, piecewise-Linear, Step (PLS): A Simple, Scalable, and Efficient Framework for Modeling Neurons. 642933 - Omneya Attallah:
CoMB-Deep: Composite Deep Learning-Based Pipeline for Classifying Childhood Medulloblastoma and Its Classes. 663592 - Milagros Marín, Nicolás C. Cruz, Eva M. Ortigosa, María José Saéz-Lara, Jesús Alberto Garrido, Richard R. Carrillo:
On the Use of a Multimodal Optimizer for Fitting Neuron Models. Application to the Cerebellar Granule Cell. 663797 - Jonathan D. Reed, Kim T. Blackwell:
Prediction of Neural Diameter From Morphology to Enable Accurate Simulation. 666695 - Michel Dojat, Jan G. Bjaalie, Emmanuel Luc Barbier:
Editorial: APPNING: Animal Population Imaging. 676603 - Mickael Zbili, Sylvain Rama:
A Quick and Easy Way to Estimate Entropy and Mutual Information for Neuroscience. 596443 - Hossein Mohammadian Foroushani, Rajat Dhar, Yasheng Chen, Jenny Gurney, Ali Hamzehloo, Jin-Moo Lee, Daniel S. Marcus:
The Stroke Neuro-Imaging Phenotype Repository: An Open Data Science Platform for Stroke Research. 597708 - Jonas Stapmanns, Jan Hahne, Moritz Helias, Matthias Bolten, Markus Diesmann, David Dahmen:
Event-Based Update of Synapses in Voltage-Based Learning Rules. 609147 - James Paul Turner, Thomas Nowotny:
Arpra: An Arbitrary Precision Range Analysis Library. 632729 - Md Shale Ahammed, Sijie Niu, Md Rishad Ahmed, Jiwen Dong, Xizhan Gao, Yuehui Chen:
DarkASDNet: Classification of ASD on Functional MRI Using Deep Neural Network. 635657 - Fabian Schadt, Ina Israel, Samuel Samnick:
Development and Validation of a Semi-Automated, Preclinical, MRI-Template Based PET Image Data Analysis Tool for Rodents. 639643 - Philippe Boutinaud, Ami Tsuchida, Alexandre Laurent, Filipa Adonias, Zahra Hanifehlou, Victor Nozais, Violaine Verrecchia, Leonie Lampe, Junyi Zhang, Yi-Cheng Zhu, Christophe Tzourio, Bernard Mazoyer, Marc Joliot:
3D Segmentation of Perivascular Spaces on T1-Weighted 3 Tesla MR Images With a Convolutional Autoencoder and a U-Shaped Neural Network. 641600 - Sándor Csaba Aranyi, Marianna Nagy, Gábor Opposits, Ervin Berényi, Miklós Emri:
Characterizing Network Search Algorithms Developed for Dynamic Causal Modeling. 656486 - Tinashe M. Tapera, Matthew Cieslak, Max Bertolero, Azeez Adebimpe, Geoffrey Karl Aguirre, Ellyn R. Butler, Philip A. Cook, Diego Davila, Mark A. Elliott, Sophia Linguiti, Kristin Murtha, William Tackett, John A. Detre, Theodore D. Satterthwaite:
FlywheelTools: Data Curation and Manipulation on the Flywheel Platform. 678403 - Hugh Osborne, Yi Ming Lai, Mikkel E. Lepperød, David Sichau, Lukas Deutz, Marc de Kamps:
MIIND : A Model-Agnostic Simulator of Neural Populations. 614881 - Chunshuai Wu, Jinjuan Yu, Guanhua Xu, Hong Gao, Yue Sun, Jiayi Huang, Li Sun, Xu Zhang, Zhiming Cui:
Bioinformatic Analysis of the Proteome in Exosomes Derived From Plasma: Exosomes Involved in Cholesterol Metabolism Process of Patients With Spinal Cord Injury in the Acute Phase. 662967 - Mona Omidyeganeh, Najmeh Khalili-Mahani, Patrick Bermudez, Alison Ross, Claude Lepage, Robert D. Vincent, Seun Jeon, Lindsay B. Lewis, Samir Das, Alex P. Zijdenbos, Pierre Rioux, Reza Adalat, Matthijs C. van Eede, Alan C. Evans:
A Simulation Toolkit for Testing the Sensitivity and Accuracy of Corticometry Pipelines. 665560 - Francesco Rundo, Sabrina Conoci, Concetto Spampinato, Roberto Leotta, Francesca Trenta, Sebastiano Battiato:
Deep Neuro-Vision Embedded Architecture for Safety Assessment in Perceptive Advanced Driver Assistance Systems: The Pedestrian Tracking System Use-Case. 667008 - Yang Zhao, Peipei Sun, Fu-Lun Tan, Xin Hou, Chaozhe Zhu:
NIRS-ICA: A MATLAB Toolbox for Independent Component Analysis Applied in fNIRS Studies. 683735 - Jan Krepl, Francesco Casalegno, Emilie Delattre, Csaba Erö, Huanxiang Lu, Daniel Keller, Dimitri Rodarie, Henry Markram, Felix Schürmann:
Supervised Learning With Perceptual Similarity for Multimodal Gene Expression Registration of a Mouse Brain Atlas. 691918 - Xin Chen, Yuanjie Zheng, Changxu Dong, Sutao Song:
Multi-Dimensional Enhanced Seizure Prediction Framework Based on Graph Convolutional Network. 605729 - Jafar Tavoosi, Chunwei Zhang, Ardashir Mohammadzadeh, Saleh Mobayen, Amirhosein Mosavi:
Medical Image Interpolation Using Recurrent Type-2 Fuzzy Neural Network. 667375 - Chi Zhang, Xiaohan Duan, Lin-Yuan Wang, Yong-Li Li, Bin Yan, Guoen Hu, Ru-Yuan Zhang, Li Tong:
Dissociable Neural Representations of Adversarially Perturbed Images in Convolutional Neural Networks and the Human Brain. 677925 - Alexandre Routier, Ninon Burgos, Mauricio Diaz-Melo, Michael Bacci, Simona Bottani, Omar El-Rifai, Sabrina Fontanella, Pietro Gori, Jérémy Guillon, Alexis Guyot, Ravi Hassanaly, Thomas Jacquemont, Pascal Lu, Arnaud Marcoux, Tristan Moreau, Jorge Samper-González, Marc Teichmann, Elina Thibeau-Sutre, Ghislain Vaillant, Junhao Wen, Adam Wild, Marie Odile Habert, Stanley Durrleman, Olivier Colliot:
Clinica: An Open-Source Software Platform for Reproducible Clinical Neuroscience Studies. 689675 - Avinash Kumar Singh, Guillermo Sahonero-Alvarez, Mufti Mahmud, Luigi Bianchi:
Towards Bridging the Gap Between Computational Intelligence and Neuroscience in Brain-Computer Interfaces With a Common Description of Systems and Data. 699840 - Thomas L. Athey, Jacopo Teneggi, Joshua T. Vogelstein, Daniel Jacob Tward, Ulrich Mueller, Michael I. Miller:
Fitting Splines to Axonal Arbors Quantifies Relationship Between Branch Order and Geometry. 704627 - Charly G. Lecomte, Johannie Audet, Jonathan Harnie, Alain Frigon:
A Validation of Supervised Deep Learning for Gait Analysis in the Cat. 712623 - Luca Leonardo Bologna, Roberto Smiriglia, Dario Curreri, Michele Migliore:
The EBRAINS NeuroFeatureExtract: An Online Resource for the Extraction of Neural Activity Features From Electrophysiological Data. 713899 - Xi Xu, Zefeng Tan, Meng Fan, Mengjie Ma, Weimin Fang, Jianye Liang, Zeyu Xiao, Changzheng Shi, Liangping Luo:
Comparative Study of Multi-Delay Pseudo-Continuous Arterial Spin Labeling Perfusion MRI and CT Perfusion in Ischemic Stroke Disease. 719719 - Isaac Goicovich, Paulo Olivares, Claudio Román, Andrea Vázquez, Cyril Poupon, Jean-François Mangin, Pamela Guevara, Cecilia Hernández:
Fiber Clustering Acceleration With a Modified Kmeans++ Algorithm Using Data Parallelism. 727859 - Seonghun Park, Do-Won Kim, Changhee Han, Chang-Hwan Im:
Estimation of Emotional Arousal Changes of a Group of Individuals During Movie Screening Using Steady-State Visual-Evoked Potential. 731236 - Lukas Muttenthaler, Martin N. Hebart:
THINGSvision: A Python Toolbox for Streamlining the Extraction of Activations From Deep Neural Networks. 679838 - Florian Porrmann, Sarah Pilz, Alessandra Stella, Alexander Kleinjohann, Michael Denker, Jens Hagemeyer, Ulrich Rückert:
Acceleration of the SPADE Method Using a Custom-Tailored FP-Growth Implementation. 723406 - Qian Luo, Weixiang Liu, Lili Jin, Chunqi Chang, Ziwen Peng:
Classification of Obsessive-Compulsive Disorder Using Distance Correlation on Resting-State Functional MRI Images. 676491 - Damian Borys, Marek Kijonka, Krzysztof Psiuk-Maksymowicz, Kamil Gorczewski, Lukasz Zarudzki, Maria Sokol, Andrzej Swierniak:
Non-parametric MRI Brain Atlas for the Polish Population. 684759 - Marius N. Vieth, Tristan M. Stöber, Jochen Triesch:
PymoNNto: A Flexible Modular Toolbox for Designing Brain-Inspired Neural Networks. 715131 - Hodam Kim, Chang-Hwan Im:
Influence of the Number of Channels and Classification Algorithm on the Performance Robustness to Electrode Shift in Steady-State Visual Evoked Potential-Based Brain-Computer Interfaces. 750839 - Shuai Liang, Derek Beaton, Stephen R. Arnott, Tom Gee, Mojdeh Zamyadi, Robert Bartha, Sean Symons, Glenda M. MacQueen, Stefanie Hassel, Jason P. Lerch, Evdokia Anagnostou, Raymond W. Lam, Benicio N. Frey, Roumen Milev, Daniel J. Müller, Sidney H. Kennedy, Christopher J. M. Scott, Stephen C. Strother:
Magnetic Resonance Imaging Sequence Identification Using a Metadata Learning Approach. 622951 - Naoki Okamoto, Hiroyuki Akama:
Extended Invariant Information Clustering Is Effective for Leave-One-Site-Out Cross-Validation in Resting State Functional Connectivity Modeling. 709179 - Giulia Varotto, Gianluca Susi, Laura Tassi, Francesca Gozzo, Silvana Franceschetti, Ferruccio Panzica:
Comparison of Resampling Techniques for Imbalanced Datasets in Machine Learning: Application to Epileptogenic Zone Localization From Interictal Intracranial EEG Recordings in Patients With Focal Epilepsy. 715421 - Gurgen Soghoyan, Alexander Ledovsky, Maxim Nekrashevich, Olga Martynova, Irina Polikanova, Galina Portnova, Anna Rebreikina, Olga Sysoeva, Maxim Sharaev:
A Toolbox and Crowdsourcing Platform for Automatic Labeling of Independent Components in Electroencephalography. 720229 - Ruslan Masharipov, Irina Knyazeva, Yaroslav Nikolaev, Alexander Korotkov, Michael Didur, Denis Cherednichenko, Maxim Kireev:
Providing Evidence for the Null Hypothesis in Functional Magnetic Resonance Imaging Using Group-Level Bayesian Inference. 738342 - Sreevalsan S. Menon, K. Krishnamurthy:
Multimodal Ensemble Deep Learning to Predict Disruptive Behavior Disorders in Children. 742807 - Anup Tuladhar, Jasmine A. Moore, Zahinoor Ismail, Nils D. Forkert:
Modeling Neurodegeneration in silico With Deep Learning. 748370 - Afshin Shoeibi, Delaram Sadeghi, Parisa Moridian, Navid Ghassemi, Jónathan Heras, Roohallah Alizadehsani, Ali Khadem, Yinan Kong, Saeid Nahavandi, Yu-Dong Zhang, Juan Manuel Górriz:
Automatic Diagnosis of Schizophrenia in EEG Signals Using CNN-LSTM Models. 777977 - Yuan Shao, Jingru Ruan, Yuyun Xu, Zhenyu Shu, Xiaodong He:
Comparing the Performance of Two Radiomic Models to Predict Progression and Progression Speed of White Matter Hyperintensities. 789295 - Abdullah Alchihabi, Omer Ekmekci, Baran Baris Kivilcim, Sharlene D. Newman, Fatos T. Yarman-Vural:
Analyzing Complex Problem Solving by Dynamic Brain Networks. 670052 - Dong Li, Guangyu Wang, René Werner, Hong Xie, Ji-Song Guan, Claus C. Hilgetag:
Single Image-Based Vignetting Correction for Improving the Consistency of Neural Activity Analysis in 2-Photon Functional Microscopy. 674439 - Ramon Casanova, Robert G. Lyday, Mohsen Bahrami, Jonathan H. Burdette, Sean L. Simpson, Paul J. Laurienti:
Embedding Functional Brain Networks in Low Dimensional Spaces Using Manifold Learning Techniques. 740143 - Malgorzata Plechawska-Wójcik, Pawel Karczmarek, Pawel Krukow, Monika Kaczorowska, Mikhail Tokovarov, Kamil Jonak:
Recognition of Electroencephalography-Related Features of Neuronal Network Organization in Patients With Schizophrenia Using the Generalized Choquet Integrals. 744355 - Sergio E. Galindo, Pablo Toharia, Oscar David Robles, Luis Pastor:
SynCoPa: Visualizing Connectivity Paths and Synapses Over Detailed Morphologies. 753997 - Zhuang Ai, Xuan Huang, Yuan Fan, Jing Feng, Fanxin Zeng, Yaping Lu:
DR-IIXRN : Detection Algorithm of Diabetic Retinopathy Based on Deep Ensemble Learning and Attention Mechanism. 778552 - Yuteng Xiao, Hongsheng Yin, Shui-Hua Wang, Yu-Dong Zhang:
TReC: Transferred ResNet and CBAM for Detecting Brain Diseases. 781551 - Liangliang Liu, Jing Zhang, Jin-xiang Wang, Shufeng Xiong, Hui Zhang:
Co-optimization Learning Network for MRI Segmentation of Ischemic Penumbra Tissues. 782262 - Eilidh MacNicol, Paul Wright, Eugene Kim, Irene Brusini, Oscar Esteban, Camilla Simmons, Federico E. Turkheimer, Diana Cash:
Age-Specific Adult Rat Brain MRI Templates and Tissue Probability Maps. 669049 - Reinier Xander A. Ramos, Jacqueline C. Dominguez, Johnrob Y. Bantang:
Young and Aged Neuronal Tissue Dynamics With a Simplified Neuronal Patch Cellular Automata Model. 763560 - Patrick Herbers, Iago Calvo, Sandra Diaz-Pier, Óscar D. Robles, Susana Mata, Pablo Toharia, Luis Pastor, Alexander Peyser, Abigail Morrison, Wouter Klijn:
ConGen - A Simulator-Agnostic Visual Language for Definition and Generation of Connectivity in Large and Multiscale Neural Networks. 766697 - Han Zhang, Chao Liu, Yifei Yu, Jianhua Dai, Ting Zhao, Nenggan Zheng:
PyNeval: A Python Toolbox for Evaluating Neuron Reconstruction Performance. 767936 - Margarita Ruiz-Olazar, Evandro S. Rocha, Claudia D. Vargas, Kelly Rosa Braghetto:
The Neuroscience Experiments System (NES)-A Software Tool to Manage Experimental Data and Its Provenance. 768615 - Marcel P. Zwiers, Stefano Moia, Robert Oostenveld:
BIDScoin: A User-Friendly Application to Convert Source Data to Brain Imaging Data Structure. 770608 - Fang Cai, Kang Wang, Tong Zhao, Haixiang Wang, Wenjing Zhou, Bo Hong:
BrainQuake: An Open-Source Python Toolbox for the Stereoelectroencephalography Spatiotemporal Analysis. 773890 - Vaanathi Sundaresan, Christoph Arthofer, Giovanna Zamboni, Robert A. Dineen, Peter M. Rothwell, Stamatios N. Sotiropoulos, Dorothee P. Auer, Daniel J. Tozer, Hugh S. Markus, Karla L. Miller, Iulius Dragonu, Nikola Sprigg, Fidel Alfaro-Almagro, Mark Jenkinson, Ludovica Griffanti:
Automated Detection of Candidate Subjects With Cerebral Microbleeds Using Machine Learning. 777828 - Ying Chu, Guangyu Wang, Liang Cao, Lishan Qiao, Mingxia Liu:
Multi-Scale Graph Representation Learning for Autism Identification With Functional MRI. 802305 - Mariana P. Bento, Irene Fantini, Justin Park, Letícia Rittner, Richard Frayne:
Deep Learning in Large and Multi-Site Structural Brain MR Imaging Datasets. 805669 - Hanan Al-Hadeethi, Shahab A. Abdulla, Mohammed Diykh, Ravinesh C. Deo, Jonathan H. Green:
An Eigenvalues-Based Covariance Matrix Bootstrap Model Integrated With Support Vector Machines for Multichannel EEG Signals Analysis. 808339
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