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Attribute Selection Hybrid Network Model for risk factors analysis of postpartum depression using Social media

JOURNAL ARTICLE published December 2023 in Brain Informatics

Authors: Abinaya Gopalakrishnan | Raj Gururajan | Revathi Venkataraman | Xujuan Zhou | Ka Chan Ching | Arul Saravanan | Maitrayee Sen

https://doi.org/10.1186/s40708-023-00206-7 Actions

ABOT: an open-source online benchmarking tool for machine learning-based artefact detection and removal methods from neuronal signals

JOURNAL ARTICLE published December 2022 in Brain Informatics

Research funded by Nottingham Trent University (VC Studentship 2019)

Authors: Marcos Fabietti | Mufti Mahmud | Ahmad Lotfi | M. Shamim Kaiser

https://doi.org/10.1186/s40708-022-00167-3 Actions

Age-dependent vestibular cingulate–cerebral network underlying gravitational perception: a cross-sectional multimodal study

JOURNAL ARTICLE published December 2022 in Brain Informatics

Authors: Tritan J. Plute | Dennis D. Spencer | Rafeed Alkawadri

https://doi.org/10.1186/s40708-022-00176-2 Actions

Optimized statistical parametric mapping procedure for NIRS data contaminated by motion artifacts

JOURNAL ARTICLE published September 2017 in Brain Informatics

Research funded by Japan Society for the Promotion of Science (25630179,15K06153)

Authors: Satoshi Suzuki

https://doi.org/10.1007/s40708-017-0070-x Actions

Thought Chart: tracking the thought with manifold learning during emotion regulation

JOURNAL ARTICLE published December 2018 in Brain Informatics

Research funded by National Institute of Mental Health (K23MH093679 (HK),R01MH101497 (KLP)) | Center for Clinical and Translational Research (UL1RR029879)

Authors: Mengqi Xing | Johnson GadElkarim | Olusola Ajilore | Ouri Wolfson | Angus Forbes | K. Luan Phan | Heide Klumpp | Alex Leow

https://doi.org/10.1186/s40708-018-0085-y Actions

Identifying HIV-induced subgraph patterns in brain networks with side information

JOURNAL ARTICLE published December 2015 in Brain Informatics

Authors: Bokai Cao | Xiangnan Kong | Jingyuan Zhang | Philip S. Yu | Ann B. Ragin

https://doi.org/10.1007/s40708-015-0023-1 Actions

Distraction descriptor for brainprint authentication modelling using probability-based Incremental Fuzzy-Rough Nearest Neighbour

JOURNAL ARTICLE published December 2023 in Brain Informatics

Authors: Siaw-Hong Liew | Yun-Huoy Choo | Yin Fen Low | Fadilla ‘Atyka Nor Rashid

https://doi.org/10.1186/s40708-023-00200-z Actions

Rejuvenating classical brain electrophysiology source localization methods with spatial graph Fourier filters for source extents estimation

JOURNAL ARTICLE published December 2024 in Brain Informatics

Research funded by National Institutes of Health (R21EB033455)

Authors: Shihao Yang | Meng Jiao | Jing Xiang | Neel Fotedar | Hai Sun | Feng Liu

https://doi.org/10.1186/s40708-024-00221-2 Actions

Detection of event-related potentials in individual subjects using support vector machines

JOURNAL ARTICLE published March 2015 in Brain Informatics

Authors: Hossein Parvar | Lauren Sculthorpe-Petley | Jason Satel | Rober Boshra | Ryan C. N. D’Arcy | Thomas P. Trappenberg

https://doi.org/10.1007/s40708-014-0006-7 Actions

Deep learning and machine learning in psychiatry: a survey of current progress in depression detection, diagnosis and treatment

JOURNAL ARTICLE published December 2023 in Brain Informatics

Authors: Matthew Squires | Xiaohui Tao | Soman Elangovan | Raj Gururajan | Xujuan Zhou | U Rajendra Acharya | Yuefeng Li

https://doi.org/10.1186/s40708-023-00188-6 Actions

A review of heterogeneous data mining for brain disorder identification

JOURNAL ARTICLE published December 2015 in Brain Informatics

Authors: Bokai Cao | Xiangnan Kong | Philip S. Yu

https://doi.org/10.1007/s40708-015-0021-3 Actions

Spreading activation in nonverbal memory networks

JOURNAL ARTICLE published September 2017 in Brain Informatics

Authors: Paul S. Foster | Candias Wakefield | Scott Pryjmak | Katelyn M. Roosa | Kaylei K. Branch | Valeria Drago | David W. Harrison | Ronald Ruff

https://doi.org/10.1007/s40708-016-0058-y Actions

The intrinsic geometry of the human brain connectome

JOURNAL ARTICLE published December 2015 in Brain Informatics

Research funded by National Center for Advancing Translational Sciences (TL1TR000049) | National Institute of Mental Health (R01 MH-073989) | National Institute of Mental Health (K23 MH-081175)

Authors: Allen Q. Ye | Olusola A. Ajilore | Giorgio Conte | Johnson GadElkarim | Galen Thomas-Ramos | Liang Zhan | Shaolin Yang | Anand Kumar | Richard L. Magin | Angus G. Forbes | Alex D. Leow

https://doi.org/10.1007/s40708-015-0022-2 Actions

An ontology-based search engine for digital reconstructions of neuronal morphology

JOURNAL ARTICLE published June 2017 in Brain Informatics

Research funded by National Institute of Neurological Disorders and Stroke (R01 NS39600) | Office of Naval Research (MURI 14101-0198)

Authors: Sridevi Polavaram | Giorgio A. Ascoli

https://doi.org/10.1007/s40708-017-0062-x Actions

Common spatial pattern for classification of loving kindness meditation EEG for single and multiple sessions

JOURNAL ARTICLE published December 2023 in Brain Informatics

Authors: Nalinda D. Liyanagedera | Ali Abdul Hussain | Amardeep Singh | Sunil Lal | Heather Kempton | Hans W. Guesgen

https://doi.org/10.1186/s40708-023-00204-9 Actions

Two-dimensional enrichment analysis for mining high-level imaging genetic associations

JOURNAL ARTICLE published March 2017 in Brain Informatics

Research funded by U.S. National Library of Medicine (R01 LM011360) | National Institutes of Health (UL1 TR001108,R01 AG 042437) | National Institutes of Health (R01 AG046171) | Directorate for Computer and Information Science and Engineering (IIS-1117335) | U.S. National Library of Medicine (R01 LM011360)) | U.S. Department of Defense (W81XWH-14-2-0151) | U.S. Department of Defense (W81XWH-13-1-0259) | U.S. Department of Defense (W81XWH-12-2-0012) | NCAA (14132004) | U.S. National Library of Medicine (R01 LM009012) | U.S. National Library of Medicine (R01 LM010098) | National Institute on Aging (U01 AG024904) | National Institute on Aging (RC2 AG036535) | National Institute on Aging (R01 AG19771) | National Institute on Aging (P30 AG10133) | U.S. National Library of Medicine (R00 LM011384) | National Institute on Aging (R03 AG050856)

Authors: Xiaohui Yao | Jingwen Yan | Sungeun Kim | Kwangsik Nho | Shannon L. Risacher | Mark Inlow | Jason H. Moore | Andrew J. Saykin | Li Shen

https://doi.org/10.1007/s40708-016-0052-4 Actions

Two-step verification of brain tumor segmentation using watershed-matching algorithm

JOURNAL ARTICLE published December 2018 in Brain Informatics

Authors: S. M. Kamrul Hasan | Mohiudding Ahmad

https://doi.org/10.1186/s40708-018-0086-x Actions

Resting state fMRI connectivity is sensitive to laminar connectional architecture in the human brain

JOURNAL ARTICLE published December 2022 in Brain Informatics

Authors: Gopikrishna Deshpande | Yun Wang | Jennifer Robinson

https://doi.org/10.1186/s40708-021-00150-4 Actions

DeepNeuron: an open deep learning toolbox for neuron tracing

JOURNAL ARTICLE published December 2018 in Brain Informatics

Authors: Zhi Zhou | Hsien-Chi Kuo | Hanchuan Peng | Fuhui Long

https://doi.org/10.1186/s40708-018-0081-2 Actions

A dynamic directed transfer function for brain functional network-based feature extraction

JOURNAL ARTICLE published December 2022 in Brain Informatics

Research funded by National Natural Science Foundation of China (62173010,11832003)

Authors: Mingai Li | Na Zhang

https://doi.org/10.1186/s40708-022-00154-8 Actions
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