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Learning Streamline Embeddings with Variational Autoencoder for Intersubject Bundle Comparison in Alzheimer’s Disease
Feng, Yixue, Chandio, Bramsh Q, Chattopadhyay, Tamoghna, Thomopoulos, Sophia I, Owens‐Walton, Conor, Garyfallidis, Eleftherios, Jahanshad, Neda, Thompson, Paul M
Published in Alzheimer's & dementia (01.12.2022)
Published in Alzheimer's & dementia (01.12.2022)
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Using Semi‐supervised Variational Autoencoder and Acute fMRI Changes to Predict Antidepressant Treatment Responses Among Older Adults with Depression
Wang, Linghai, Lee, Jihui, Mizuno, Akiko, Wilson, James D, Lamb, Shannon, Gerlach, Andrew, Wu, Minjie, Aizenstein, Howard J
Published in Alzheimer's & dementia (01.12.2023)
Published in Alzheimer's & dementia (01.12.2023)
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Variational AutoEncoder For Regression: Application to Brain Aging Analysis
Zhao, Qingyu, Adeli, Ehsan, Honnorat, Nicolas, Leng, Tuo, Pohl, Kilian M
Published in Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention (01.01.2019)
Published in Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention (01.01.2019)
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Visualizing the dynamic change of Ocular Response Analyzer waveform using Variational Autoencoder in association with the peripapillary retinal arteries angle
Asano, Shotaro, Asaoka, Ryo, Yamashita, Takehiro, Aoki, Shuichiro, Matsuura, Masato, Fujino, Yuri, Murata, Hiroshi, Nakakura, Shunsuke, Nakao, Yoshitaka, Kiuchi, Yoshiaki
Published in Scientific reports (20.04.2020)
Published in Scientific reports (20.04.2020)
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Generation of 12-Lead Electrocardiogram with Subject-Specific, Image-Derived Characteristics Using a Conditional Variational Autoencoder
Sang, Yuling, Beetz, Marcel, Grau, Vicente
Published in Proceedings (International Symposium on Biomedical Imaging) (28.03.2022)
Published in Proceedings (International Symposium on Biomedical Imaging) (28.03.2022)
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An attempt to construct the individual model of daily facial skin temperature using variational autoencoder
Masaki, Ayaka, Nagumo, Kent, Iwashita, Yuki, Oiwa, Kosuke, Nozawa, Akio
Published in Artificial Life and Robotics (01.11.2021)
Published in Artificial Life and Robotics (01.11.2021)
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Quantifying the spatial patterns of retinal ganglion cell loss and progression in optic neuropathy by applying a deep learning variational autoencoder approach to optical coherence tomography
Wang, Jui-Kai, Johnson, Brett A., Chen, Zhi, Zhang, Honghai, Szanto, David, Woods, Brian, Wall, Michael, Kwon, Young H., Linton, Edward F., Pouw, Andrew, Kupersmith, Mark J., Garvin, Mona K., Kardon, Randy H.
Published in Frontiers in ophthalmology (03.02.2025)
Published in Frontiers in ophthalmology (03.02.2025)
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BetaVAEClassifier versus PCAEClassifier: investigating variational autoencoder and classification for accurate identification of white lesions in multiple sclerosis brain MRIs
Ajami, Hanieh, Mahmud, Al, Kargar Nigjeh, Mahdi, Hoque, Md Sami Ul, Chakradhar, Heena, Umbaugh, Scott E.
Year of Publication 30.09.2024
Year of Publication 30.09.2024
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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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Learning a Probabilistic Model for Diffeomorphic Registration
Krebs, Julian, Delingette, Herve, Mailhe, Boris, Ayache, Nicholas, Mansi, Tommaso
Published in IEEE transactions on medical imaging (01.09.2019)
Published in IEEE transactions on medical imaging (01.09.2019)
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3D hair synthesis using volumetric variational autoencoders
Saito, Shunsuke, Hu, Liwen, Ma, Chongyang, Ibayashi, Hikaru, Luo, Linjie, Li, Hao
Published in ACM transactions on graphics (31.12.2018)
Published in ACM transactions on graphics (31.12.2018)
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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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Latent Factor Decoding of Multi-Channel EEG for Emotion Recognition Through Autoencoder-Like Neural Networks
Li, Xiang, Zhao, Zhigang, Song, Dawei, Zhang, Yazhou, Pan, Jingshan, Wu, Lu, Huo, Jidong, Niu, Chunyang, Wang, Di
Published in Frontiers in neuroscience (02.03.2020)
Published in Frontiers in neuroscience (02.03.2020)
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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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