Enhanced Multimodal Low-Rank Embedding-Based Feature Selection Model for Multimodal Alzheimer’s Disease Diagnosis

Authors: Chen, Z., Liu, Y., Zhang, Y., Zhu, J., Li, Q., Wu, X.

Source: IEEE Transactions on Medical Imaging IEEE Trans. Med. Imaging Medical Imaging, IEEE Transactions on. 44(2):815-827 Feb, 2025

ROI-Based Multimodal Neuroimaging Feature Fusion Method and Its Graph Neural Network Diagnostic Model

Authors: Wang, X., Yang, X., Zhang, X., Chen, Y.

Source: IEEE Access Access, IEEE. 13:26915-26926 2025

Towards Robust Cross-Subject EEG-fNIRS Classification: A Hybrid Deep Learning Model with Optimized Feature Selection

Authors: Bunterngchit, Chayut, Chearanai, Thanaphon, Bunterngchit, Yuthachai

Source: 2024 22nd International Conference on Research and Education in Mechatronics (REM) Research and Education in Mechatronics (REM), 2024 22nd International Conference on. :291-295 Sep, 2024

Relation: 2024 22nd International Conference on Research and Education in Mechatronics (REM)

DecGAN: Decoupling Generative Adversarial Network for Detecting Abnormal Neural Circuits in Alzheimer's Disease

Authors: Pan, J., Zuo, Q., Wang, B., Chen, C.P., Lei, B., Wang, S.

Source: IEEE Transactions on Artificial Intelligence IEEE Trans. Artif. Intell. Artificial Intelligence, IEEE Transactions on. 5(10):5050-5063 Oct, 2024

Topology-Aware Multimodal Fusion for Neural Dynamics Representation Learning and Classification

Authors: Rahimi, N., Kumar, C., McLinden, J., Ismail Hosni, S., Bahram Borgheai, S., Shahriari, Y., Shao, M.

Source: IEEE Sensors Journal IEEE Sensors J. Sensors Journal, IEEE. 24(13):21062-21073 Jul, 2024

Deep Learning Techniques for Alzheimer’s Disease Prediction

Authors: Mahesh, Tr, Agarwal, Ankita, Nair, Amrutha V

Source: 2024 IEEE International Conference on Computing, Power and Communication Technologies (IC2PCT) Computing, Power and Communication Technologies (IC2PCT), 2024 IEEE International Conference on. 5:966-970 Feb, 2024

Relation: 2024 IEEE International Conference on Computing, Power and Communication Technologies (IC2PCT)

Simultaneous EEG-fNIRS Data Classification Through Selective Channel Representation and Spectrogram Imaging

Authors: Bunterngchit, C., Wang, J., Hou, Z.

Source: IEEE Journal of Translational Engineering in Health and Medicine IEEE J. Transl. Eng. Health Med. Translational Engineering in Health and Medicine, IEEE Journal of. 12:600-612 2024

Fusion Learning of Multimodal Neuroimaging with Weighted Graph AutoEncoder

Authors: Shi, Gen, Zhu, Yifan, Zhang, Fuquan, Liu, Wenjin, Yao, Yuxiang, Li, Xuesong

Source: 2022 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) Bioinformatics and Biomedicine (BIBM), 2022 IEEE International Conference on. :2467-2473 Dec, 2022

Relation: 2022 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)

Advancements in deep learning for early diagnosis of Alzheimer’s disease using multimodal neuroimaging: challenges and future directions

Authors: Muhammad Liaquat Raza, Syed Tawassul Hassan, Subia Jamil, Noorulain Hyder, Kinza Batool, Sajidah Walji, Muhammad Khizar Abbas

Source: Frontiers in Neuroinformatics, Vol 19 (2025)

Subject Terms: Alzheimer’s disease, deep learning, multimodal neuroimaging, Disease progression prediction, brain imaging analysis, Neurosciences. Biological psychiatry. Neuropsychiatry, RC321-571

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Relation: https://www.frontiersin.org/articles/10.3389/fninf.2025.1557177/full; https://doaj.org/toc/1662-5196

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How to measure functional connectivity using resting-state fMRI? A comprehensive empirical exploration of different connectivity metrics

Authors: Lukas Roell, Stephan Wunderlich, David Roell, Florian Raabe, Elias Wagner, Zhuanghua Shi, Andrea Schmitt, Peter Falkai, Sophia Stoecklein, Daniel Keeser

Source: NeuroImage, Vol 312, Iss , Pp 121195- (2025)

Subject Terms: Functional connectivity, Metrics, Age, Tumor, Multimodal Neuroimaging, fMRI, Neurosciences. Biological psychiatry. Neuropsychiatry, RC321-571

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Relation: http://www.sciencedirect.com/science/article/pii/S1053811925001983; https://doaj.org/toc/1095-9572

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Applications and advances of combined fMRI-fNIRs techniques in brain functional research

Authors: Lirui Yang, Zehua Wang

Source: Frontiers in Neurology, Vol 16 (2025)

Subject Terms: fMRI, fNIRs, multimodal neuroimaging, brain function, cognitive neuroscience, clinical applications, Neurology. Diseases of the nervous system, RC346-429

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Relation: https://www.frontiersin.org/articles/10.3389/fneur.2025.1542075/full; https://doaj.org/toc/1664-2295

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A multimodal Neuroimaging-Based risk score for mild cognitive impairment

Authors: Elaheh Zendehrouh, Mohammad S.E. Sendi, Anees Abrol, Ishaan Batta, Reihaneh Hassanzadeh, Vince D. Calhoun

Source: NeuroImage: Clinical, Vol 45, Iss , Pp 103719- (2025)

Subject Terms: Mild cognitive impairment, Multimodal neuroimaging, Brain risk score, Gray matter, Functional network connectivity, Computer applications to medicine. Medical informatics, R858-859.7, Neurology. Diseases of the nervous system, RC346-429

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Relation: http://www.sciencedirect.com/science/article/pii/S2213158224001608; https://doaj.org/toc/2213-1582

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Brain connectivity disruptions in PTSD related to early adversity: a multimodal neuroimaging study

Authors: Richard O. Nkrumah, Traute Demirakca, Claudius von Schröder, Lemye Zehirlioglu, Noel Valencia, Yasmin Grauduszus, Sabine Vollstädt-Klein, Christian Schmahl, Gabriele Ende

Source: European Journal of Psychotraumatology, Vol 15, Iss 1 (2024)

Subject Terms: Post-traumatic stress disorder, adverse childhood experiences, joint independent component analysis, multimodal neuroimaging, functional connectivity, structural connectivity, Psychiatry, RC435-571

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Relation: https://doaj.org/toc/2000-8066

Access URL: https://doaj.org/article/4d96796b3b634734bba57382e4d9a65c

Integrated brain connectivity analysis with fMRI, DTI, and sMRI powered by interpretable graph neural networks

Authors: Qu, Gang ^a, Zhou, Ziyu ^b, Calhoun, Vince D. ^c, Zhang, Aiying ^{d, ⁎}, Wang, Yu-Ping ^{a, ⁎}

Source: In Medical Image Analysis July 2025 103

Structure–function relationships in the human aging brain: An account of cross-sectional and longitudinal multimodal neuroimaging studies

Authors: Kalpouzos, Grégoria ^a, Persson, Jonas ^{a, b, ⁎}

Source: In Cortex February 2025 183:274-289

Trimodal brain imaging: A novel approach for simultaneous investigation of human brain function

Authors: Moore, Matthew ^{a, b, ⁎}, Iordan, Alexandru D. ^c, Katsumi, Yuta ^d, Fabiani, Monica ^{e, f, g}, Gratton, Gabriele ^{e, f, g}, Dolcos, Florin ^{e, f, g, ⁎⁎}

Source: In Biological Psychology January 2025 194

Signal Processing for Brain–Computer Interfaces

Contributors: Naseer, Noman, Niazi, Imran Khan, Santosa, Hendrik

Subject Terms: functional near-infrared spectroscopy (fNIRS), finger-tapping, classification, motor cortex, machine learning, artificial neural network (ANN), upper-limb prosthesis, transhumeral amputee, error-related potentials, brain-computer interface, cerebral palsy, amputation, stroke, neurorehabilitation, artificial neural network, functional near-infrared spectroscopy, convolutional neural network, long short-term memory, BCI, fNIRS, SRC, channel selection, unmanned aerial vehicle, spectroscopy, brain–computer interface application, mathematical modelling, semiconductor laser, schizophrenia, obsessive compulsive disorder, migraine, Stroop test, EEG, functional NIRS, multimodal neuroimaging, concurrent recording, integrated analysis, brain–computer interface (BCI), electroencephalography (EEG), emotion classification, convolutional neural network (ConvNet), smart home, phone control, event-related potentials, P300, active BCI, mental state, modulation features, Applied mathematics

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Access URL: https://directory.doabooks.org/handle/20.500.12854/137780
https://mdpi.com/books/pdfview/book/9013

The dorsomedial prefrontal cortex promotes self-control by inhibiting the egocentric perspective

Authors: Chen Jin, Ying Li, Yin Yin, Tenda Ma, Wei Hong, Yan Liu, Nan Li, Xinyue Zhang, Jia-Hong Gao, Xiaochu Zhang, Rujing Zha

Source: NeuroImage, Vol 301, Iss , Pp 120879- (2024)

Subject Terms: The dorsomedial prefrontal cortex, Self-control, Perspective-taking, Non-invasive brain stimulation, Multimodal neuroimaging, Neurosciences. Biological psychiatry. Neuropsychiatry, RC321-571

File Description: electronic resource

Relation: http://www.sciencedirect.com/science/article/pii/S1053811924003768; https://doaj.org/toc/1095-9572

Access URL: https://doaj.org/article/1fbf2910864141a495e703d5bc062dee

Multiscale and multimodal signatures of structure-function coupling variability across the human neocortex

Authors: Massimiliano Facca, Alessandra Del Felice, Alessandra Bertoldo

Source: NeuroImage, Vol 302, Iss , Pp 120902- (2024)

Subject Terms: Multimodal neuroimaging, Connectivity, Structure-function, Hierarchy, Connectome, Network, Neurosciences. Biological psychiatry. Neuropsychiatry, RC321-571

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Relation: http://www.sciencedirect.com/science/article/pii/S1053811924003999; https://doaj.org/toc/1095-9572

Access URL: https://doaj.org/article/f7c182c35a654e80bb29c0e0b8f29228

Multimodal neuroimaging in Long-COVID and its correlates with cognition 1.8 years after SARS-CoV-2 infection: a cross-sectional study of the Aliança ProHEpiC-19 Cognitiu

Authors: Rosalia Dacosta-Aguayo, Pere Torán-Monserrat, Meritxell Carmona-Cervelló, Brenda Biaani León-Gómez, Maria Mataró, Josep Puig, Gemma Monté-Rubio, Victor M. López-Lifante, Josep Maria Manresa-Domínguez, Valeria Zamora-Putin, Pilar Montero-Alia, Carla Chacón, Jofre Bielsa-Pascual, Eduard Moreno-Gabriel, Rosa García-Sierra, M. Carmen Rodríguez-Pérez, Anna Costa-Garrido, Julia G. Prado, Eva Martínez-Cáceres, Lourdes Mateu, Marta Massanella, Concepción Violán, Noemí Lamonja-Vicente

Source: Frontiers in Neurology, Vol 15 (2024)

Subject Terms: diffusion tensor imaging, resting state, Long-COVID, cognition, multimodal neuroimaging, connectivity, Neurology. Diseases of the nervous system, RC346-429

File Description: electronic resource

Relation: https://www.frontiersin.org/articles/10.3389/fneur.2024.1426881/full; https://doaj.org/toc/1664-2295

Access URL: https://doaj.org/article/b05997dd033f43bdac29e8d75c9bf130