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Unsupervised Feature Extraction From Raw Data for Gesture Recognition With Wearable Ultralow-Power Ultrasound
Vostrikov, Sergei, Anderegg, Matteo, Benini, Luca, Cossettini, Andrea
Published in IEEE transactions on ultrasonics, ferroelectrics, and frequency control (01.07.2024)
Published in IEEE transactions on ultrasonics, ferroelectrics, and frequency control (01.07.2024)
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Deep Learning Approach for Epileptic Focus Localization
Daoud, Hisham, Bayoumi, Magdy
Published in IEEE transactions on biomedical circuits and systems (01.04.2020)
Published in IEEE transactions on biomedical circuits and systems (01.04.2020)
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Convolutional Autoencoder for Real-Time PPG Based Blood Pressure Monitoring Using TinyML
Ali, Noor Faris, Hussein, Mousa, Awwad, Falah, Atef, Mohamed
Published in Proceedings (International Conference on Microelectronics. Print) (17.12.2023)
Published in Proceedings (International Conference on Microelectronics. Print) (17.12.2023)
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Conference Proceeding
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Quantifying Asymmetry Between Medial and Lateral Compartment Knee Loading Forces Using Acoustic Emissions
Jeong, Hyeon Ki, An, Sungtae, Herrin, Kinsey, Scherpereel, Keaton, Young, Aaron, Inan, Omer T.
Published in IEEE transactions on biomedical engineering (01.04.2022)
Published in IEEE transactions on biomedical engineering (01.04.2022)
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Lip-Synchronized 3D Facial Animation Using Audio-Driven Graph Convolutional Autoencoder
Bozhilov, Ivaylo, Tonchev, Krasimir, Neshov, Nikolay, Manolova, Agata
Published in Proceedings of the ... IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems (Online) (07.09.2023)
Published in Proceedings of the ... IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems (Online) (07.09.2023)
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A Convolutional Autoencoder for Identification of mild Traumatic Brain Injury
Koochaki, Fatemeh, Najafizadeh, Laleh
Published in International IEEE/EMBS Conference on Neural Engineering (Online) (04.05.2021)
Published in International IEEE/EMBS Conference on Neural Engineering (Online) (04.05.2021)
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Cuff-less and Calibration-free Blood Pressure Estimation Using Convolutional Autoencoder with Unsupervised Feature Extraction
Zhang, Jialun, Wu, Dan, Li, Ye
Published in Conference proceedings (IEEE Engineering in Medicine and Biology Society. Conf.) (01.07.2019)
Published in Conference proceedings (IEEE Engineering in Medicine and Biology Society. Conf.) (01.07.2019)
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New Horizons in Web Search, Web Data Mining, and Web-Based Applications
Year of Publication 2024
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Deep Learning PET Epilepsy Detection with a Novel Symmetric Loss Convolutional Autoencoder
Smith, Rhodri L., Chandler, Hannah, Alsyed, Emad, Bartley, Lee, Fielding, Patrick, Marshall, Chris
Published in IEEE conference record - Nuclear Science Symposium & Medical Imaging Conference. (31.10.2020)
Published in IEEE conference record - Nuclear Science Symposium & Medical Imaging Conference. (31.10.2020)
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Conference Proceeding
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Clustering Insomnia Patterns by Data From Wearable Devices: Algorithm Development and Validation Study
Park, Sungkyu, Lee, Sang Won, Han, Sungwon, Cha, Meeyoung
Published in JMIR mHealth and uHealth (05.12.2019)
Published in JMIR mHealth and uHealth (05.12.2019)
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A Convolutional Autoencoder for Multi-Subject fMRI Data Aggregation
Chen, Po-Hsuan, Zhu, Xia, Zhang, Hejia, Turek, Javier S, Chen, Janice, Willke, Theodore L, Hasson, Uri, Ramadge, Peter J
Year of Publication 16.08.2016
Year of Publication 16.08.2016
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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 bioRxiv (25.08.2020)
Published in bioRxiv (25.08.2020)
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Paper
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Fast and Scalable Distributed Deep Convolutional Autoencoder for fMRI Big Data Analytics
Makkie, Milad, Huang, Heng, Zhao, Yu, Vasilakos, Athanasios V, Liu, Tianming
Year of Publication 24.10.2017
Year of Publication 24.10.2017
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