Works matching IS 21984018 AND DT 2023 AND VI 10 AND IP 1

Results: 34

Effect of data harmonization of multicentric dataset in ASD/TD classification.

Published in:

Brain Informatics, 2023, v. 10, n. 1, p. 1, doi. 10.1186/s40708-023-00210-x

By:

Serra, Giacomo;
Mainas, Francesca;
Golosio, Bruno;
Retico, Alessandra;
Oliva, Piernicola

Publication type:

Article

Semantic representation of neural circuit knowledge in Caenorhabditis elegans.

Published in:

Brain Informatics, 2023, v. 10, n. 1, p. 1, doi. 10.1186/s40708-023-00208-5

By:

Prakash, Sharan J.;
Van Auken, Kimberly M.;
Hill, David P.;
Sternberg, Paul W.

Publication type:

Article

Four-way classification of Alzheimer's disease using deep Siamese convolutional neural network with triplet-loss function.

Published in:

Brain Informatics, 2023, v. 10, n. 1, p. 1, doi. 10.1186/s40708-023-00184-w

By:

Hajamohideen, Faizal;
Shaffi, Noushath;
Mahmud, Mufti;
Subramanian, Karthikeyan;
Al Sariri, Arwa;
Vimbi, Viswan;
Abdesselam, Abdelhamid

Publication type:

Article

Investigating the mental health of university students during the COVID-19 pandemic in a UK university: a machine learning approach using feature permutation importance.

Published in:

Brain Informatics, 2023, v. 10, n. 1, p. 1, doi. 10.1186/s40708-023-00205-8

By:

Chen, Tianhua

Publication type:

Article

Towards automatic text-based estimation of depression through symptom prediction.

Published in:

Brain Informatics, 2023, v. 10, n. 1, p. 1, doi. 10.1186/s40708-023-00185-9

By:

Milintsevich, Kirill;
Sirts, Kairit;
Dias, Gaël

Publication type:

Article

Behavioural relevance of redundant and synergistic stimulus information between functionally connected neurons in mouse auditory cortex.

Published in:

Brain Informatics, 2023, v. 10, n. 1, p. 1, doi. 10.1186/s40708-023-00212-9

By:

Koçillari, Loren;
Celotto, Marco;
Francis, Nikolas A.;
Mukherjee, Shoutik;
Babadi, Behtash;
Kanold, Patrick O.;
Panzeri, Stefano

Publication type:

Article

Predicting cognitive dysfunction and regional hubs using Braak staging amyloid-beta biomarkers and machine learning.

Published in:

Brain Informatics, 2023, v. 10, n. 1, p. 1, doi. 10.1186/s40708-023-00213-8

By:

Bhattarai, Puskar;
Taha, Ahmed;
Soni, Bhavin;
Thakuri, Deepa S.;
Ritter, Erin;
Chand, Ganesh B.

Publication type:

Article

Transformers for autonomous recognition of psychiatric dysfunction via raw and imbalanced EEG signals.

Published in:

Brain Informatics, 2023, v. 10, n. 1, p. 1, doi. 10.1186/s40708-023-00201-y

By:

Gour, Neha;
Hassan, Taimur;
Owais, Muhammad;
Ganapathi, Iyyakutti Iyappan;
Khanna, Pritee;
Seghier, Mohamed L.;
Werghi, Naoufel

Publication type:

Article

Explainability of random survival forests in predicting conversion risk from mild cognitive impairment to Alzheimer's disease.

Published in:

Brain Informatics, 2023, v. 10, n. 1, p. 1, doi. 10.1186/s40708-023-00211-w

By:

Sarica, Alessia;
Aracri, Federica;
Bianco, Maria Giovanna;
Arcuri, Fulvia;
Quattrone, Andrea;
Quattrone, Aldo

Publication type:

Article

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

Published in:

Brain Informatics, 2023, v. 10, n. 1, p. 1, doi. 10.1186/s40708-023-00204-9

By:

Liyanagedera, Nalinda D.;
Hussain, Ali Abdul;
Singh, Amardeep;
Lal, Sunil;
Kempton, Heather;
Guesgen, Hans W.

Publication type:

Article

Predicting object properties based on movement kinematics.

Published in:

Brain Informatics, 2023, v. 10, n. 1, p. 1, doi. 10.1186/s40708-023-00209-4

By:

Kopnarski, Lena;
Lippert, Laura;
Rudisch, Julian;
Voelcker-Rehage, Claudia

Publication type:

Article

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

Published in:

Brain Informatics, 2023, v. 10, n. 1, p. 1, doi. 10.1186/s40708-023-00206-7

By:

Gopalakrishnan, Abinaya;
Gururajan, Raj;
Venkataraman, Revathi;
Zhou, Xujuan;
Ching, Ka Chan;
Saravanan, Arul;
Sen, Maitrayee

Publication type:

Article

Deep learning-based algorithm for postoperative glioblastoma MRI segmentation: a promising new tool for tumor burden assessment.

Published in:

Brain Informatics, 2023, v. 10, n. 1, p. 1, doi. 10.1186/s40708-023-00207-6

By:

Bianconi, Andrea;
Rossi, Luca Francesco;
Bonada, Marta;
Zeppa, Pietro;
Nico, Elsa;
De Marco, Raffaele;
Lacroce, Paola;
Cofano, Fabio;
Bruno, Francesco;
Morana, Giovanni;
Melcarne, Antonio;
Ruda, Roberta;
Mainardi, Luca;
Fiaschi, Pietro;
Garbossa, Diego;
Morra, Lia

Publication type:

Article

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

Published in:

Brain Informatics, 2023, v. 10, n. 1, p. 1, doi. 10.1186/s40708-023-00203-w

By:

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

Publication type:

Article

Automatic identification of scientific publications describing digital reconstructions of neural morphology.

Published in:

Brain Informatics, 2023, v. 10, n. 1, p. 1, doi. 10.1186/s40708-023-00202-x

By:

Maraver, Patricia;
Tecuatl, Carolina;
Ascoli, Giorgio A.

Publication type:

Article

Brain–computer interface: trend, challenges, and threats.

Published in:

Brain Informatics, 2023, v. 10, n. 1, p. 1, doi. 10.1186/s40708-023-00199-3

By:

Maiseli, Baraka;
Abdalla, Abdi T.;
Massawe, Libe V.;
Mbise, Mercy;
Mkocha, Khadija;
Nassor, Nassor Ally;
Ismail, Moses;
Michael, James;
Kimambo, Samwel

Publication type:

Article

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

Published in:

Brain Informatics, 2023, v. 10, n. 1, p. 1, doi. 10.1186/s40708-023-00200-z

By:

Liew, Siaw-Hong;
Choo, Yun-Huoy;
Low, Yin Fen;
Nor Rashid, Fadilla 'Atyka

Publication type:

Article

An evaluation of transfer learning models in EEG-based authentication.

Published in:

Brain Informatics, 2023, v. 10, n. 1, p. 1, doi. 10.1186/s40708-023-00198-4

By:

Yap, Hui Yen;
Choo, Yun-Huoy;
Mohd Yusoh, Zeratul Izzah;
Khoh, Wee How

Publication type:

Article

Machine learning for cognitive behavioral analysis: datasets, methods, paradigms, and research directions.

Published in:

Brain Informatics, 2023, v. 10, n. 1, p. 1, doi. 10.1186/s40708-023-00196-6

By:

Bhatt, Priya;
Sethi, Amanrose;
Tasgaonkar, Vaibhav;
Shroff, Jugal;
Pendharkar, Isha;
Desai, Aditya;
Sinha, Pratyush;
Deshpande, Aditya;
Joshi, Gargi;
Rahate, Anil;
Jain, Priyanka;
Walambe, Rahee;
Kotecha, Ketan;
Jain, N. K.

Publication type:

Article

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

Published in:

Brain Informatics, 2023, v. 10, n. 1, p. 1, doi. 10.1186/s40708-023-00193-9

By:

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

Publication type:

Article

Electrical analysis of logical complexity: an exploratory eeg study of logically valid/invalid deducive inference.

Published in:

Brain Informatics, 2023, v. 10, n. 1, p. 1, doi. 10.1186/s40708-023-00194-8

By:

Salto, Francisco;
Requena, Carmen;
Alvarez-Merino, Paula;
Rodríguez, Víctor;
Poza, Jesús;
Hornero, Roberto

Publication type:

Article

Assessing consciousness in patients with disorders of consciousness using soft-clustering.

Published in:

Brain Informatics, 2023, v. 10, n. 1, p. 1, doi. 10.1186/s40708-023-00197-5

By:

Adama, Sophie;
Bogdan, Martin

Publication type:

Article

A systematic review on machine learning and deep learning techniques in the effective diagnosis of Alzheimer's disease.

Published in:

Brain Informatics, 2023, v. 10, n. 1, p. 1, doi. 10.1186/s40708-023-00195-7

By:

Arya, Akhilesh Deep;
Verma, Sourabh Singh;
Chakarabarti, Prasun;
Chakrabarti, Tulika;
Elngar, Ahmed A.;
Kamali, Ali-Mohammad;
Nami, Mohammad

Publication type:

Article

Prediction and detection of virtual reality induced cybersickness: a spiking neural network approach using spatiotemporal EEG brain data and heart rate variability.

Published in:

Brain Informatics, 2023, v. 10, n. 1, p. 1, doi. 10.1186/s40708-023-00192-w

By:

Yang, Alexander Hui Xiang;
Kasabov, Nikola Kirilov;
Cakmak, Yusuf Ozgur

Publication type:

Article

Measuring cognitive load of digital interface combining event-related potential and BubbleView.

Published in:

Brain Informatics, 2023, v. 10, n. 1, p. 1, doi. 10.1186/s40708-023-00187-7

By:

Wei, Shaoyu;
Zheng, Ruiling;
Li, Rui;
Shi, Minghui;
Zhang, Junsong

Publication type:

Article

Harnessing the potential of machine learning and artificial intelligence for dementia research.

Published in:

Brain Informatics, 2023, v. 10, n. 1, p. 1, doi. 10.1186/s40708-022-00183-3

By:

Ranson, Janice M.;
Bucholc, Magda;
Lyall, Donald;
Newby, Danielle;
Winchester, Laura;
Oxtoby, Neil P.;
Veldsman, Michele;
Rittman, Timothy;
Marzi, Sarah;
Skene, Nathan;
Al Khleifat, Ahmad;
Foote, Isabelle F.;
Orgeta, Vasiliki;
Kormilitzin, Andrey;
Lourida, Ilianna;
Llewellyn, David J.

Publication type:

Article

Enhanced brain parcellation via abnormality inpainting for neuroimage-based consciousness evaluation of hydrocephalus patients by lumbar drainage.

Published in:

Brain Informatics, 2023, v. 10, n. 1, p. 1, doi. 10.1186/s40708-022-00181-5

By:

Zang, Di;
Zhao, Xiangyu;
Qiao, Yuanfang;
Huo, Jiayu;
Wu, Xuehai;
Wang, Zhe;
Xu, Zeyu;
Zheng, Ruizhe;
Qi, Zengxin;
Mao, Ying;
Zhang, Lichi

Publication type:

Article

BOARD-FTD-PACC: a graphical user interface for the synaptic and cross-frequency analysis derived from neural signals.

Published in:

Brain Informatics, 2023, v. 10, n. 1, p. 1, doi. 10.1186/s40708-023-00191-x

By:

Gauthier-Umaña, Cécile;
Valderrama, Mario;
Múnera, Alejandro;
Nava-Mesa, Mauricio O.

Publication type:

Article

Classification of age groups and task conditions provides additional evidence for differences in electrophysiological correlates of inhibitory control across the lifespan.

Published in:

Brain Informatics, 2023, v. 10, n. 1, p. 1, doi. 10.1186/s40708-023-00190-y

By:

Goelz, Christian;
Reuter, Eva-Maria;
Fröhlich, Stephanie;
Rudisch, Julian;
Godde, Ben;
Vieluf, Solveig;
Voelcker-Rehage, Claudia

Publication type:

Article

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

Published in:

Brain Informatics, 2023, v. 10, n. 1, p. 1, doi. 10.1186/s40708-023-00188-6

By:

Squires, Matthew;
Tao, Xiaohui;
Elangovan, Soman;
Gururajan, Raj;
Zhou, Xujuan;
Acharya, U Rajendra;
Li, Yuefeng

Publication type:

Article

Quantifying numerical and spatial reliability of hippocampal and amygdala subdivisions in FreeSurfer.

Published in:

Brain Informatics, 2023, v. 10, n. 1, p. 1, doi. 10.1186/s40708-023-00189-5

By:

Kahhale, Isabella;
Buser, Nicholas J.;
Madan, Christopher R.;
Hanson, Jamie L.

Publication type:

Article

Addictive brain-network identification by spatial attention recurrent network with feature selection.

Published in:

Brain Informatics, 2023, v. 10, n. 1, p. 1, doi. 10.1186/s40708-022-00182-4

By:

Gong, Changwei;
Chen, Xinyi;
Mughal, Bushra;
Wang, Shuqiang

Publication type:

Article

Machine learning determination of applied behavioral analysis treatment plan type.

Published in:

Brain Informatics, 2023, v. 10, n. 1, p. 1, doi. 10.1186/s40708-023-00186-8

By:

Maharjan, Jenish;
Garikipati, Anurag;
Dinenno, Frank A.;
Ciobanu, Madalina;
Barnes, Gina;
Browning, Ella;
DeCurzio, Jenna;
Mao, Qingqing;
Das, Ritankar

Publication type:

Article

Single classifier vs. ensemble machine learning approaches for mental health prediction.

Published in:

Brain Informatics, 2023, v. 10, n. 1, p. 1, doi. 10.1186/s40708-022-00180-6

By:

Chung, Jetli;
Teo, Jason

Publication type:

Article