1. Multimodal Autoencoder Predicts fNIRS Resting State From EEG Signals

   • Parikshat Sirpal
   • Rafat Damseh
   • Frédéric Lesage

   Original Article Open access 10 August 2021 Pages: 537 - 558

   

2. Modelling Cortical Laminar Connectivity in the Macaque Brain

   • Ittai Shamir
   • Yaniv Assaf

   Original Article 14 August 2021 Pages: 559 - 573

   

3. Intelligible Models for HealthCare: Predicting the Probability of 6-Month Unfavorable Outcome in Patients with Ischemic Stroke

   • Xiaobing Feng
   • Yingrong Hua
   • Jun Liao

   Original Article 26 August 2021 Pages: 575 - 585

   

4. A Comparison of Cranial Cavity Extraction Tools for Non-contrast Enhanced CT Scans in Acute Stroke Patients

   • L. Vass
   • M. J. Moore
   • M. Jenkinson

   Original Article Open access 06 September 2021 Pages: 587 - 598

   

5. Controlling for Spurious Nonlinear Dependence in Connectivity Analyses

   • Craig Poskanzer
   • Mengting Fang
   • Stefano Anzellotti

   Original Article 14 September 2021 Pages: 599 - 611

   

6. Population-Average Brain Templates and Application to Automated Voxel-Wise Analysis Pipelines for Cynomolgus Macaque

   • Fubing Ouyang
   • Xinran Chen
   • Shihui Xing

   Original Article 14 September 2021 Pages: 613 - 626

   

7. Cross-validated Adaboost Classification of Emotion Regulation Strategies Identified by Spectral Coherence in Resting-State

   • Serap Aydın

   Original Article 18 September 2021 Pages: 627 - 639

   

8. Extreme Learning Machine Design for Dealing with Unrepresentative Features

   • Nicolás Nieto
   • Francisco J. Ibarrola
   • Ruben Spies

   Original Article 29 September 2021 Pages: 641 - 650

   

9. Convolutional Neural Network Based Frameworks for Fast Automatic Segmentation of Thalamic Nuclei from Native and Synthesized Contrast Structural MRI

   • Lavanya Umapathy
   • Mahesh Bharath Keerthivasan
   • Manojkumar Saranathan

   Original Article 09 October 2021 Pages: 651 - 664

   

10. Reproducible Inter-Personal Brain Coupling Measurements in Hyperscanning Settings With functional Near Infra-Red Spectroscopy

    • Bizzego Andrea
    • Azhari Atiqah
    • Esposito Gianluca

    Original Article 29 October 2021 Pages: 665 - 675

    

11. Correction to: Reproducible Inter-Personal Brain Coupling Measurements in Hyperscanning Settings With functional Near Infra-Red Spectroscopy

    • Andrea Bizzego
    • Atiqah Azhari
    • Gianluca Esposito

    Correction 13 January 2022 Pages: 677 - 677

12. 3dSpAn: An interactive software for 3D segmentation and analysis of dendritic spines

    • Nirmal Das
    • Ewa Baczynska
    • Subhadip Basu

    Software Original Article 07 November 2021 Pages: 679 - 698

    

13. Correction to: 3dSpAn: An interactive software for 3D segmentation and analysis of dendritic spines

    • Nirmal Das
    • Ewa Baczynska
    • Subhadip Basu

    Correction 01 June 2022 Pages: 699 - 699

14. Neuroimaging-ITM: A Text Mining Pipeline Combining Deep Adversarial Learning with Interaction Based Topic Modeling for Enabling the FAIR Neuroimaging Study

    • Jianzhuo Yan
    • Lihong Chen
    • Jianhui Chen

    Original Article 02 March 2022 Pages: 701 - 726

    

15. A Practical Workflow for Organizing Clinical Intraoperative and Long-term iEEG Data in BIDS

    • Matteo Demuru
    • Dorien van Blooijs
    • on behalf of the RESPect group

    Data Original Article Open access 04 March 2022 Pages: 727 - 736

    

16. Inferring Brain State Dynamics Underlying Naturalistic Stimuli Evoked Emotion Changes With dHA-HMM

    • Chenhao Tan
    • Xin Liu
    • Gaoyan Zhang

    Original Article 04 March 2022 Pages: 737 - 753

    

17. nGauge: Integrated and Extensible Neuron Morphology Analysis in Python

    • Logan A. Walker
    • Jennifer S. Williams
    • Dawen Cai

    Software Original Article 05 March 2022 Pages: 755 - 764

    

18. Design and Application of Automated Algorithms for Diagnosis and Treatment Optimization in Neurodegenerative Diseases

    • Francisco Estella
    • Esther Suarez
    • Fernando Seijo

    Original Article 09 March 2022 Pages: 765 - 775

    

19. Building Models of Functional Interactions Among Brain Domains that Encode Varying Information Complexity: A Schizophrenia Case Study

    • Ishaan Batta
    • Anees Abrol
    • Vince D. Calhoun

    Original Article 10 March 2022 Pages: 777 - 791

    

20. The Neuron Phenotype Ontology: A FAIR Approach to Proposing and Classifying Neuronal Types

    • Thomas H. Gillespie
    • Shreejoy J. Tripathy
    • Sean L. Hill

    Original Article Open access 10 March 2022 Pages: 793 - 809

    

21. Shamo: A Tool for Electromagnetic Modeling, Simulation and Sensitivity Analysis of the Head

    • Martin Grignard
    • Christophe Geuzaine
    • Christophe Phillips

    Original Article 10 March 2022 Pages: 811 - 824

    

22. Correction to: High‑throughput Analysis of Synaptic Activity in Electrically Stimulated Neuronal Cultures

    • Michiel Van Dyck
    • Rajiv K. Mishra
    • Winnok H. De Vos

    Correction 10 September 2021 Pages: 825 - 825