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Three-Dimensional Convolutional Autoencoder Extracts Features of Structural Brain Images With a “Diagnostic Label-Free” Approach: Application to Schizophrenia Datasets
Yamaguchi, Hiroyuki, Hashimoto, Yuki, Sugihara, Genichi, Miyata, Jun, Murai, Toshiya, Takahashi, Hidehiko, Honda, Manabu, Hishimoto, Akitoyo, Yamashita, Yuichi
Published in Frontiers in neuroscience (07.07.2021)
Published in Frontiers in neuroscience (07.07.2021)
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Graph-informed convolutional autoencoder to classify brain responses during sleep
Zakeri, Sahar, Makouei, Somayeh, Danishvar, Sebelan
Published in Frontiers in neuroscience (28.04.2025)
Published in Frontiers in neuroscience (28.04.2025)
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Detection and localization of myocardial infarction based on a convolutional autoencoder
Sugimoto, Kaiji, Kon, Yudai, Lee, Saerom, Okada, Yoshifumi
Published in Knowledge-based systems (15.08.2019)
Published in Knowledge-based systems (15.08.2019)
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EEG channel selection-based binary particle swarm optimization with recurrent convolutional autoencoder for emotion recognition
Kouka, Najwa, Fourati, Rahma, Fdhila, Raja, Siarry, Patrick, Alimi, Adel M.
Published in Biomedical signal processing and control (01.07.2023)
Published in Biomedical signal processing and control (01.07.2023)
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Constructing fine-granularity functional brain network atlases via deep convolutional autoencoder
Zhao, Yu, Dong, Qinglin, Chen, Hanbo, Iraji, Armin, Li, Yujie, Makkie, Milad, Kou, Zhifeng, Liu, Tianming
Published in Medical image analysis (01.12.2017)
Published in Medical image analysis (01.12.2017)
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A Deep Learning Framework for Classification of Immature White Blood Cells in Acute Myeloid Leukemia Using Convolutional Autoencoder and Transfer-Learning Ensemble
Elhassan, Tusneem Ahmed M, Mohd Rahim, Mohd Shafry, Osman, Ahmed Hamza, Chaudhri, Naeem A., Aljurf, Mahmoud
Published in Blood (02.11.2023)
Published in Blood (02.11.2023)
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Non-Invasive Continuous Real-Time Blood Glucose Estimation Using PPG Features-based Convolutional Autoencoder with TinyML Implementation
Ali, Noor Faris, Aldhaheri, Alyazia, Wodajo, Bethel, Alshamsi, Meera, Alshamsi, Shaikha, Atef, Mohamed
Published in IEEE International Symposium on Circuits and Systems proceedings (19.05.2024)
Published in IEEE International Symposium on Circuits and Systems proceedings (19.05.2024)
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An Integrated Method Using a Convolutional Autoencoder, Thresholding Techniques, and a Residual Network for Anomaly Detection on Heritage Roof Surfaces
Zhang, Yongcheng, Kong, Liulin, Antwi-Afari, Maxwell Fordjour, Zhang, Qingzhi
Published in Buildings (Basel) (01.09.2024)
Published in Buildings (Basel) (01.09.2024)
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A Convolutional Autoencoder Approach To Learn Volumetric Shape Representations For Brain Structures
Yu, Evan M., Sabuncu, Mert R.
Published in Proceedings (International Symposium on Biomedical Imaging) (01.04.2019)
Published in Proceedings (International Symposium on Biomedical Imaging) (01.04.2019)
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Compression of EMG Signals Using Deep Convolutional Autoencoders
Dinashi, Kimia, Ameri, Ali, Akhaee, Mohammad Ali, Englehart, Kevin, Scheme, Erik
Published in IEEE journal of biomedical and health informatics (01.07.2022)
Published in IEEE journal of biomedical and health informatics (01.07.2022)
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