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Autoencoders for unsupervised anomaly segmentation in brain MR images: A comparative study
Baur, Christoph, Denner, Stefan, Wiestler, Benedikt, Navab, Nassir, Albarqouni, Shadi
Published in Medical image analysis (01.04.2021)
Published in Medical image analysis (01.04.2021)
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A computer‐aided diagnostic system for detecting diabetic retinopathy in optical coherence tomography images
ElTanboly, Ahmed, Ismail, Marwa, Shalaby, Ahmed, Switala, Andy, El‐Baz, Ayman, Schaal, Shlomit, Gimel’farb, Georgy, El‐Azab, Magdi
Published in Medical physics (Lancaster) (01.03.2017)
Published in Medical physics (Lancaster) (01.03.2017)
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A Home Sleep Apnea State Monitoring System using a Stacked Autoencoder
Takao, Ikuya, Nishio, Keita, Kaburagi, Takashi, Kumagai, Satoshi, Matsumoto, Toshiyuki, Kurihara, Yosuke
Published in Proceedings of IEEE Sensors ... (01.10.2019)
Published in Proceedings of IEEE Sensors ... (01.10.2019)
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Conference Proceeding
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Inter-subject cognitive workload estimation based on a cascade ensemble of multilayer autoencoders
Zheng, Zhanpeng, Yin, Zhong, Wang, Yongxiong, Zhang, Jianhua
Published in Expert systems with applications (01.01.2023)
Published in Expert systems with applications (01.01.2023)
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FAE: Autoencoder-Based Failure Binning of RTL Designs for Verification and Debugging
Shen, Cheng-Hsien, Liang, Aaron C.-W., Hsu, Charles C.-H., Wen, Charles H.-P.
Published in Proceedings - International Test Conference (01.11.2019)
Published in Proceedings - International Test Conference (01.11.2019)
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Conference Proceeding
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PCovNet+: A CNN-VAE anomaly detection framework with LSTM embeddings for smartwatch-based COVID-19 detection
Abir, Farhan Fuad, Chowdhury, Muhammad E.H., Tapotee, Malisha Islam, Mushtak, Adam, Khandakar, Amith, Mahmud, Sakib, Hasan, Anwarul
Published in Engineering applications of artificial intelligence (01.06.2023)
Published in Engineering applications of artificial intelligence (01.06.2023)
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Recognition of Cognitive Task Load levels using single channel EEG and Stacked Denoising Autoencoder
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Brain fingerprinting and cognitive behavior predicting using functional connectome of high inter-subject variability
Lu, Jiayu, Yan, Tianyi, Yang, Lan, Zhang, Xi, Li, Jiaxin, Li, Dandan, Xiang, Jie, Wang, Bin
Published in NeuroImage (Orlando, Fla.) (15.07.2024)
Published in NeuroImage (Orlando, Fla.) (15.07.2024)
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Reference-Relation Guided Autoencoder with Deep CCA Restriction for Awake-to-Sleep Brain Functional Connectome Prediction
Hu, Dan, Yin, Weiyan, Wu, Zhengwang, Chen, Liangjun, Wang, Li, Lin, Weili, Li, Gang
Published in Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 (01.01.2021)
Published in Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 (01.01.2021)
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Book Chapter
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ASD-DiagNet: A Hybrid Learning Approach for Detection of Autism Spectrum Disorder Using fMRI Data
Eslami, Taban, Mirjalili, Vahid, Fong, Alvis, Laird, Angela R., Saeed, Fahad
Published in Frontiers in neuroinformatics (27.11.2019)
Published in Frontiers in neuroinformatics (27.11.2019)
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DOC-IDS: A Deep Learning-Based Method for Feature Extraction and Anomaly Detection in Network Traffic
Yoshimura, Naoto, Kuzuno, Hiroki, Shiraishi, Yoshiaki, Morii, Masakatu
Published in Sensors (01.06.2022)
Published in Sensors (01.06.2022)
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Learning to Disentangle Inter-Subject Anatomical Variations in Electrocardiographic Data
Gyawali, Prashnna K., Murkute, Jaideep Vitthal, Toloubidokhti, Maryam, Jiang, Xiajun, Horacek, B. Milan, Sapp, John L., Wang, Linwei
Published in IEEE transactions on biomedical engineering (01.02.2022)
Published in IEEE transactions on biomedical engineering (01.02.2022)
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