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A Deep Learning Approach for Automated Diagnosis and Multi-Class Classification of Alzheimer’s Disease Stages Using Resting-State fMRI and Residual Neural Networks
Ramzan, Farheen, Khan, Muhammad Usman Ghani, Rehmat, Asim, Iqbal, Sajid, Saba, Tanzila, Rehman, Amjad, Mehmood, Zahid
Published in Journal of medical systems (01.02.2020)
Published in Journal of medical systems (01.02.2020)
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DeepADNet: A CNN‐LSTM model for the multi‐class classification of Alzheimer’s disease using multichannel EEG
Ho, Thi Kieu Khanh, Jeon, YoungHoon, Na, Eunchan, Ullah, Zahid, Kim, Byeong C, Lee, Kun Ho, Song, Jong‐In, Gwak, Jeonghwan
Published in Alzheimer's & dementia (01.12.2021)
Published in Alzheimer's & dementia (01.12.2021)
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Attention-augmented stockwell transform and convolutional neural network framework for electroencephalogram-based multi-class classification of Frontotemporal Dementia
Xie, Siwei, Xiao, Li, Huang, Haitao, Chen, Dayang, Guo, Haiman, Jain, Amar
Published in Information fusion (01.11.2025)
Published in Information fusion (01.11.2025)
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Improving the multi‐class classification of Alzheimer’s disease with machine learning‐based techniques: An EEG‐fNIRS hybridization study
Ho, Thi Kieu Khanh, Kim, Minhee, Jeon, YoungHoon, Na, Eunchan, Ullah, Zahid, Kim, Byeong C, Lee, Kun Ho, Song, Jong‐In, Kim, Jae Gwan, Gwak, Jeonghwan
Published in Alzheimer's & dementia (01.12.2021)
Published in Alzheimer's & dementia (01.12.2021)
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Voice Disorder Multi-Class Classification for the Distinction of Parkinson’s Disease and Adductor Spasmodic Dysphonia
Cesarini, Valerio, Saggio, Giovanni, Suppa, Antonio, Asci, Francesco, Pisani, Antonio, Calculli, Alessandra, Fayad, Rayan, Hajj-Hassan, Mohamad, Costantini, Giovanni
Published in Applied sciences (01.08.2023)
Published in Applied sciences (01.08.2023)
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Decision support system to improve postoperative discharge: A novel multi-class classification approach
Parisi, Luca, RaviChandran, Narrendar, Manaog, Marianne Lyne
Published in Knowledge-based systems (15.07.2018)
Published in Knowledge-based systems (15.07.2018)
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A lightweight CNN for Diabetic Retinopathy classification from fundus images
S., Gayathri, Gopi, Varun P., Palanisamy, P.
Published in Biomedical signal processing and control (01.09.2020)
Published in Biomedical signal processing and control (01.09.2020)
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Pre-biopsy Multi-class Classification of Breast Lesion Pathology in Mammograms
Tlusty, Tal, Ozery-Flato, Michal, Barros, Vesna, Barkan, Ella, Amit, Mika, Gruen, David, Guindy, Michal, Arazi, Tal, Rozin, Mona, Rosen-Zvi, Michal, Hexter, Efrat
Published in Machine Learning in Medical Imaging (2021)
Published in Machine Learning in Medical Imaging (2021)
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