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Diagnosis of Autism Spectrum Disorder Based on Functional Brain Networks with Deep Learning
Yin, Wutao, Mostafa, Sakib, Wu, Fang-Xiang
Published in Journal of computational biology (01.02.2021)
Published in Journal of computational biology (01.02.2021)
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FIESTA: Autoencoders for accurate fiber segmentation in tractography
Dumais, Félix, Legarreta, Jon Haitz, Lemaire, Carl, Poulin, Philippe, Rheault, François, Petit, Laurent, Barakovic, Muhamed, Magon, Stefano, Descoteaux, Maxime, Jodoin, Pierre-Marc
Published in NeuroImage (Orlando, Fla.) (01.10.2023)
Published in NeuroImage (Orlando, Fla.) (01.10.2023)
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Efficacy of Smoothing Algorithms to Enhance Detection of Visual Field Progression in Glaucoma
Mohammadzadeh, Vahid, Li, Leyan, Fei, Zhe, Davis, Tyler, Morales, Esteban, Wu, Kara, Lee Ma, Elise, Afifi, Abdelmonem, Nouri-Mahdavi, Kouros, Caprioli, Joseph
Published in Ophthalmology science (Online) (01.03.2024)
Published in Ophthalmology science (Online) (01.03.2024)
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A deep generative approach for crash frequency model with heterogeneous imbalanced data
Ding, Hongliang, Lu, Yuhuan, Sze, N.N., Chen, Tiantian, Guo, Yanyong, Lin, Qinghai
Published in Analytic methods in accident research (01.06.2022)
Published in Analytic methods in accident research (01.06.2022)
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DiffusionAct: Controllable Diffusion Autoencoder for One-shot Face Reenactment
Bounareli, Stella, Tzelepis, Christos, Argyriou, Vasileios, Patras, Ioannis, Tzimiropoulos, Georgios
Published in IEEE International Conference and Workshops on Automatic Face and Gesture Recognition : FG (26.05.2025)
Published in IEEE International Conference and Workshops on Automatic Face and Gesture Recognition : FG (26.05.2025)
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Sound-based sleep assessment with controllable subject-dependent embedding using Variational Domain Adversarial Neural Network
Fukui, Ken-ichi, Ishimaru, Shunya, Kato, Takafumi, Numao, Masayuki
Published in International journal of data science and analytics (01.08.2025)
Published in International journal of data science and analytics (01.08.2025)
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Gait phase recognition of lower limb exoskeleton system based on the integrated network model
Zhang, Zaifang, Wang, Zhaoyang, Lei, Han, Gu, Wenquan
Published in Biomedical signal processing and control (01.07.2022)
Published in Biomedical signal processing and control (01.07.2022)
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A Shallow U-Net Architecture for Reliably Predicting Blood Pressure (BP) from Photoplethysmogram (PPG) and Electrocardiogram (ECG) Signals
Mahmud, Sakib, Ibtehaz, Nabil, Khandakar, Amith, Tahir, Anas M., Rahman, Tawsifur, Islam, Khandaker Reajul, Hossain, Md Shafayet, Rahman, M. Sohel, Musharavati, Farayi, Ayari, Mohamed Arselene, Islam, Mohammad Tariqul, Chowdhury, Muhammad E. H.
Published in Sensors (Basel, Switzerland) (25.01.2022)
Published in Sensors (Basel, Switzerland) (25.01.2022)
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Demonstrating Superresolution in Radar Range Estimation Using a Denoising Autoencoder
Czupryniak, Robert, Chakraborty, Abhishek, Jordan, Andrew N, Howell, John C
Year of Publication 17.06.2025
Year of Publication 17.06.2025
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Deep similarity learning for multimodal medical images
Cheng, Xi, Zhang, Li, Zheng, Yefeng
Published in Computer methods in biomechanics and biomedical engineering. (04.05.2018)
Published in Computer methods in biomechanics and biomedical engineering. (04.05.2018)
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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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Exploring Brain Hemodynamic Response Patterns via Deep Recurrent Autoencoder
Zhao, Shijie, Cui, Yan, Chen, Yaowu, Zhang, Xin, Zhang, Wei, Liu, Huan, Han, Junwei, Guo, Lei, Xie, Li, Liu, Tianming
Published in Multimodal Brain Image Analysis and Mathematical Foundations of Computational Anatomy (2019)
Published in Multimodal Brain Image Analysis and Mathematical Foundations of Computational Anatomy (2019)
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Multimodal and multicontrast image fusion via deep generative models
Dimitri, Giovanna Maria, Spasov, Simeon, Duggento, Andrea, Passamonti, Luca, Lió, Pietro, Toschi, Nicola
Published in Information fusion (01.12.2022)
Published in Information fusion (01.12.2022)
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DMAE-EEG: A Pretraining Framework for EEG Spatiotemporal Representation Learning
Zhang, Yifan, Yu, Yang, Li, Hao, Wu, Anqi, Chen, Xin, Liu, Jinfang, Zeng, Ling-Li, Hu, Dewen
Published in IEEE transaction on neural networks and learning systems (02.07.2025)
Published in IEEE transaction on neural networks and learning systems (02.07.2025)
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Deep learning approaches for detecting freezing of gait in Parkinson’s disease patients through on-body acceleration sensors
Sigcha, Luis, Costa, Nélson, Pavón, Ignacio, Costa, Susana Raquel Pinto, Arezes, P., López, Juan Manuel, De Arcas, Guillermo
Published in Sensors (Basel, Switzerland) (29.03.2020)
Published in Sensors (Basel, Switzerland) (29.03.2020)
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PIE: A Personalized Information Embedded model for text-based depression detection
Wu, Yang, Liu, Zhenyu, Yuan, Jiaqian, Chen, Bailin, Cai, Hanshu, Liu, Lin, Zhao, Yimiao, Mei, Huan, Deng, Jiahui, Bao, Yanping, Hu, Bin
Published in Information processing & management (01.11.2024)
Published in Information processing & management (01.11.2024)
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