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An adaptive annotation approach for biomedical entity and relation recognition

JOURNAL ARTICLE published September 2016 in Brain Informatics

Authors: Seid Muhie Yimam | Chris Biemann | Ljiljana Majnaric | Šefket Šabanović | Andreas Holzinger

Toward the holistic, reference, and extendable atlas of the human brain, head, and neck

JOURNAL ARTICLE published June 2015 in Brain Informatics

Authors: Wieslaw L. Nowinski

Exploring highly reliable substructures in auto-reconstructions of a neuron

JOURNAL ARTICLE published December 2021 in Brain Informatics

Authors: Yishan He | Jiajin Huang | Gaowei Wu | Jian Yang

The structure function as new integral measure of spatial and temporal properties of multichannel EEG

JOURNAL ARTICLE published December 2016 in Brain Informatics

Authors: Mikhail Trifonov

On the statistical performance of Granger-causal connectivity estimators

JOURNAL ARTICLE published June 2015 in Brain Informatics

Authors: Koichi Sameshima | Daniel Y. Takahashi | Luiz A. Baccalá

Frontal lobe regulation of blood glucose levels: support for the limited capacity model in hostile violence-prone men

JOURNAL ARTICLE published December 2016 in Brain Informatics

Authors: Robert P. Walters | Patti Kelly Harrison | Ransom W. Campbell | David W. Harrison

Enhancing biofeedback-driven self-guided virtual reality exposure therapy through arousal detection from multimodal data using machine learning

JOURNAL ARTICLE published December 2023 in Brain Informatics

Research funded by European Commission (2020-1-UK01-KA201-079167)

Authors: Muhammad Arifur Rahman | David J. Brown | Mufti Mahmud | Matthew Harris | Nicholas Shopland | Nadja Heym | Alexander Sumich | Zakia Batool Turabee | Bradley Standen | David Downes | Yangang Xing | Carolyn Thomas | Sean Haddick | Preethi Premkumar | Simona Nastase | Andrew Burton | James Lewis

Fuzzy clustering-based feature extraction method for mental task classification

JOURNAL ARTICLE published June 2017 in Brain Informatics

Research funded by Department of Science and Technology, Government of India (SR/CSRI/PDF-05/2015)

Authors: Akshansh Gupta | Dhirendra Kumar

Side-channel attacks against the human brain: the PIN code case study (extended version)

JOURNAL ARTICLE published December 2018 in Brain Informatics

Authors: Joseph Lange | Clément Massart | André Mouraux | François-Xavier Standaert

Brain MRI analysis for Alzheimer’s disease diagnosis using an ensemble system of deep convolutional neural networks

JOURNAL ARTICLE published December 2018 in Brain Informatics

Authors: Jyoti Islam | Yanqing Zhang

Methods for inferring neural circuit interactions and neuromodulation from local field potential and electroencephalogram measures

JOURNAL ARTICLE published December 2021 in Brain Informatics

Research funded by National Institutes of Health (U19NS107464,NS108410) | Simons Foundation Autism Research Initiative (602849) | Horizon 2020 Framework Programme (893825,the EU FESR-FSE PON “Ricerca,Innovazione 2014-2020)

Authors: Pablo Martínez-Cañada | Shahryar Noei | Stefano Panzeri

3D convolutional neural networks uncover modality-specific brain-imaging predictors for Alzheimer’s disease sub-scores

JOURNAL ARTICLE published December 2024 in Brain Informatics

Authors: Kaida Ning | Pascale B. Cannon | Jiawei Yu | Srinesh Shenoi | Lu Wang | Joydeep Sarkar | Alzheimer’s Disease Neuroimaging Initiative

Classifying the tracing difficulty of 3D neuron image blocks based on deep learning

JOURNAL ARTICLE published December 2021 in Brain Informatics

Authors: Bin Yang | Jiajin Huang | Gaowei Wu | Jian Yang

Granular computing with multiple granular layers for brain big data processing

JOURNAL ARTICLE published December 2014 in Brain Informatics

Authors: Guoyin Wang | Ji Xu

Cerebrovascular disease case identification in inpatient electronic medical record data using natural language processing

JOURNAL ARTICLE published December 2023 in Brain Informatics

Research funded by Canadian Institutes of Health Research (201809FDN-409926-FDN-CBBA-114817)

Authors: Jie Pan | Zilong Zhang | Steven Ray Peters | Shabnam Vatanpour | Robin L. Walker | Seungwon Lee | Elliot A. Martin | Hude Quan

Variations in structural MRI quality significantly impact commonly used measures of brain anatomy

JOURNAL ARTICLE published December 2021 in Brain Informatics

Authors: Alysha D. Gilmore | Nicholas J. Buser | Jamie L. Hanson

Classification of epileptic EEG signals based on simple random sampling and sequential feature selection

JOURNAL ARTICLE published June 2016 in Brain Informatics

Authors: Hadi Ratham Al Ghayab | Yan Li | Shahab Abdulla | Mohammed Diykh | Xiangkui Wan

Multimodal neuroimaging computing: a review of the applications in neuropsychiatric disorders

JOURNAL ARTICLE published September 2015 in Brain Informatics

Research funded by National Institutes of Health (U54EB005149) | National Institutes of Health (P41RR013218)

Authors: Sidong Liu | Weidong Cai | Siqi Liu | Fan Zhang | Michael Fulham | Dagan Feng | Sonia Pujol | Ron Kikinis

Efficient emotion recognition using hyperdimensional computing with combinatorial channel encoding and cellular automata

JOURNAL ARTICLE published December 2022 in Brain Informatics

Research funded by Semiconductor Research Corporation (Task ID: 2779.007 - Sensing and Interactions) | National Science Foundation (1752814)

Authors: Alisha Menon | Anirudh Natarajan | Reva Agashe | Daniel Sun | Melvin Aristio | Harrison Liew | Yakun Sophia Shao | Jan M. Rabaey

Fast cortical surface reconstruction from MRI using deep learning

JOURNAL ARTICLE published December 2022 in Brain Informatics

Research funded by National Natural Science Foundation of China (81790650, 81790652) | National Institutes of Health (R01NS091604, P50MH106435, P50DA046373, P20GM109040, R01DC017991, R21MH121831) | Shenzhen International Cooperative Research Project (GJHZ20180930110402104)

Authors: Jianxun Ren | Qingyu Hu | Weiwei Wang | Wei Zhang | Catherine S. Hubbard | Pingjia Zhang | Ning An | Ying Zhou | Louisa Dahmani | Danhong Wang | Xiaoxuan Fu | Zhenyu Sun | Yezhe Wang | Ruiqi Wang | Luming Li | Hesheng Liu