Search Results

MicroRNA classification and discovery for major depressive disorder diagnosis: Towards a robust and interpretable machine learning approach.

• Authors : Chan YL; Centre for Intelligent Signal and Imaging Research (CISIR), Universiti Teknologi PETRONAS (UTP), Bandar Seri Iskandar 32610, Perak, Malaysia.; Ho CSH

Subjects: Depressive Disorder, Major*/Depressive Disorder, Major*/Depressive Disorder, Major*/genetics ; Depressive Disorder, Major*/Depressive Disorder, Major*/Depressive Disorder, Major*/diagnosis ; Depressive Disorder, Major*/Depressive Disorder, Major*/Depressive Disorder, Major*/blood

• Source: Journal of affective disorders [J Affect Disord] 2024 Sep 01; Vol. 360, pp. 326-335. Date of Electronic Publication: 2024 May 22.Publisher: Elsevier/North-Holland Biomedical Press Country of Publication: Netherlands NLM ID: 7906073 Publication Model: Print-Electronic Cited Medium:

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Enhancing Major Depressive Disorder Diagnosis With Dynamic-Static Fusion Graph Neural Networks.

• Authors : Zhao T; Zhang G

Subjects: Depressive Disorder, Major*/Depressive Disorder, Major*/Depressive Disorder, Major*/diagnostic imaging ; Depressive Disorder, Major*/Depressive Disorder, Major*/Depressive Disorder, Major*/physiopathology ; Magnetic Resonance Imaging*/Magnetic Resonance Imaging*/Magnetic Resonance Imaging*/methods

• Source: IEEE journal of biomedical and health informatics [IEEE J Biomed Health Inform] 2024 Aug; Vol. 28 (8), pp. 4701-4710. Date of Electronic Publication: 2024 Aug 06.Publisher: Institute of Electrical and Electronics Engineers Country of Publication: United States NLM ID: 101604520 Publication Model: Print-Electronic

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Evaluating Augmentation Approaches for Deep Learning-based Major Depressive Disorder Diagnosis with Raw Electroencephalogram Data.

• Source: Mental Health Weekly Digest. 2024, pages. 171

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Spectral Graph Neural Network-Based Multi-Atlas Brain Network Fusion for Major Depressive Disorder Diagnosis.

• Authors : Lee DJ; Shin DH; Son YH

Subjects: Depressive Disorder, Major*/Depressive Disorder, Major*/Depressive Disorder, Major*/diagnostic imaging ; Magnetic Resonance Imaging*/Magnetic Resonance Imaging*/Magnetic Resonance Imaging*/methods ; Brain*/Brain*/Brain*/diagnostic imaging

• Source: IEEE journal of biomedical and health informatics [IEEE J Biomed Health Inform] 2024 May; Vol. 28 (5), pp. 2967-2978. Date of Electronic Publication: 2024 May 06.Publisher: Institute of Electrical and Electronics Engineers Country of Publication: United States NLM ID: 101604520 Publication Model: Print-Electronic

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Graph-Based Conditional Generative Adversarial Networks for Major Depressive Disorder Diagnosis With Synthetic Functional Brain Network Generation.

• Authors : Oh JH; Lee DJ; Ji CH

Subjects: Depressive Disorder, Major*/Depressive Disorder, Major*/Depressive Disorder, Major*/diagnostic imaging; Humans ; Magnetic Resonance Imaging/Magnetic Resonance Imaging/Magnetic Resonance Imaging/methods

• Source: IEEE journal of biomedical and health informatics [IEEE J Biomed Health Inform] 2024 Mar; Vol. 28 (3), pp. 1504-1515. Date of Electronic Publication: 2024 Mar 06.Publisher: Institute of Electrical and Electronics Engineers Country of Publication: United States NLM ID: 101604520 Publication Model: Print-Electronic

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Evaluating the Connection between MicroRNAs and Long Non-Coding RNAs for the Establishment of the Major Depressive Disorder Diagnosis.

• Authors : Prodan-Bărbulescu C; Faculty of Medicine, 'Victor Babeş' University of Medicine and Pharmacy Timisoara, 2nd Eftimie Murgu Square, 300041 Timisoara, Romania.; Department I-Discipline of Anatomy and Embryology, Faculty of Medicine, 'Victor Babeş' University of Medicine and Pharmacy Timisoara, 2nd Eftimie Murgu Square, 300041 Timisoara, Romania.

• Source: Biomedicines [Biomedicines] 2024 Feb 25; Vol. 12 (3). Date of Electronic Publication: 2024 Feb 25.Publisher: MDPI AG Country of Publication: Switzerland NLM ID: 101691304 Publication Model: Electronic Cited Medium: Print ISSN: 2227-9059

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Evaluating Augmentation Approaches for Deep Learning-based Major Depressive Disorder Diagnosis with Raw Electroencephalogram Data

• Source: Mental Health Weekly Digest. January 1, 2024, 171

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Evaluating Augmentation Approaches for Deep Learning-based Major Depressive Disorder Diagnosis with Raw Electroencephalogram Data.

• Authors : Ellis CA; Center for Translational Research in Neuroimaging and Data Science Georgia State University, Emory University, Georgia Institute of Technology Atlanta, USA.; Miller RL

• Source: BioRxiv : the preprint server for biology [bioRxiv] 2023 Dec 18. Date of Electronic Publication: 2023 Dec 18.Country of Publication: United States NLM ID: 101680187 Publication Model: Electronic Cited Medium: Internet NLM ISO Abbreviation: bioRxiv Subsets: PubMed not

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CROSS-SAMPLING RATE TRANSFER LEARNING FOR ENHANCED RAW EEG DEEP LEARNING CLASSIFIER PERFORMANCE IN MAJOR DEPRESSIVE DISORDER DIAGNOSIS.

• Authors : Ellis CA; Tri-institutional Center for Translational Research in Neuroimaging and Data Science at Georgia State University, Emory University, and Georgia Institute of Technology.; Miller RL

• Source: BioRxiv : the preprint server for biology [bioRxiv] 2023 Nov 16. Date of Electronic Publication: 2023 Nov 16.Country of Publication: United States NLM ID: 101680187 Publication Model: Electronic Cited Medium: Internet NLM ISO Abbreviation: bioRxiv Subsets: PubMed not

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An attention-based multi-modal MRI fusion model for major depressive disorder diagnosis.

• Authors : Zheng G; Gansu Provincial Key Laboratory of Wearable Computing, School of Information Science and Engineering, Lanzhou University, Lanzhou, People's Republic of China.; School of Computer Science and Technology, Harbin Institute of Technology, Harbin, People's Republic of China.

Subjects: Depressive Disorder, Major*/Depressive Disorder, Major*/Depressive Disorder, Major*/diagnostic imaging; Humans ; Magnetic Resonance Imaging/Magnetic Resonance Imaging/Magnetic Resonance Imaging/methods

• Source: Journal of neural engineering [J Neural Eng] 2023 Nov 15; Vol. 20 (6). Date of Electronic Publication: 2023 Nov 15.Publisher: Institute of Physics Pub Country of Publication: England NLM ID: 101217933 Publication Model: Electronic Cited Medium: Internet ISSN:

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