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Spatio-Temporal Classification of Lung Ventilation Patterns Using 3D EIT Images: A General Approach for Individualized Lung Function Evaluation
Chen, Shuzhe, Li, Li, Lin, Zhichao, Zhang, Ke, Gong, Ying, Wang, Lu, Wu, Xu, Li, Maokun, Song, Yuanlin, Yang, Fan, Xu, Shenheng
Published in IEEE journal of biomedical and health informatics (01.01.2024)
Published in IEEE journal of biomedical and health informatics (01.01.2024)
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Journal Article
Deep Variational Autoencoder for Mapping Functional Brain Networks
Qiang, Ning, Dong, Qinglin, Ge, Fangfei, Liang, Hongtao, Ge, Bao, Zhang, Shu, Sun, Yifei, Gao, Jie, Liu, Tianming
Published in IEEE transactions on cognitive and developmental systems (01.12.2021)
Published in IEEE transactions on cognitive and developmental systems (01.12.2021)
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Journal Article
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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Journal Article
An Interpretable Generative Model for Handwritten Digits Synthesis
Zhu, Yao, Suri, Saksham, Kulkarni, Pranav, Chen, Yueru, Duan, Jiali, Kuo, C.-C. Jay
Published in Proceedings - International Conference on Image Processing (01.09.2019)
Published in Proceedings - International Conference on Image Processing (01.09.2019)
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Conference Proceeding
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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Journal Article
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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Journal Article
Product Aesthetic Design: A Machine Learning Augmentation
Burnap, Alex, Hauser, John R., Timoshenko, Artem
Published in Marketing science (Providence, R.I.) (01.11.2023)
Published in Marketing science (Providence, R.I.) (01.11.2023)
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Journal Article
Data Augmentation for Motor Imagery Signal Classification Based on a Hybrid Neural Network
Zhang, Kai, Xu, Guanghua, Han, Zezhen, Ma, Kaiquan, Zheng, Xiaowei, Chen, Longting, Duan, Nan, Zhang, Sicong
Published in Sensors (Basel, Switzerland) (11.08.2020)
Published in Sensors (Basel, Switzerland) (11.08.2020)
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Journal Article
Image fragmented learning for data-driven topology design
Yang, Yusibo, Yaji, Kentaro, Yamasaki, Shintaro, Fujita, Kikuo
Published in Structural and multidisciplinary optimization (12.08.2025)
Published in Structural and multidisciplinary optimization (12.08.2025)
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Journal Article
StRegA: Unsupervised anomaly detection in brain MRIs using a compact context-encoding variational autoencoder
Chatterjee, Soumick, Sciarra, Alessandro, Dünnwald, Max, Tummala, Pavan, Agrawal, Shubham Kumar, Jauhari, Aishwarya, Kalra, Aman, Oeltze-Jafra, Steffen, Speck, Oliver, Nürnberger, Andreas
Published in Computers in biology and medicine (01.10.2022)
Published in Computers in biology and medicine (01.10.2022)
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Journal Article
Enhancing biomechanical machine learning with limited data: generating realistic synthetic posture data using generative artificial intelligence
Dindorf, Carlo, Dully, Jonas, Konradi, Jürgen, Wolf, Claudia, Becker, Stephan, Simon, Steven, Huthwelker, Janine, Werthmann, Frederike, Kniepert, Johanna, Drees, Philipp, Betz, Ulrich, Fröhlich, Michael
Published in Frontiers in bioengineering and biotechnology (14.02.2024)
Published in Frontiers in bioengineering and biotechnology (14.02.2024)
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Journal Article
Generation of short-term follow-up chest CT images using a latent diffusion model in COVID-19
Kawata, Naoko, Iwao, Yuma, Matsuura, Yukiko, Higashide, Takashi, Okamoto, Takayuki, Sekiguchi, Yuki, Nagayoshi, Masaru, Takiguchi, Yasuo, Suzuki, Takuji, Haneishi, Hideaki
Published in Japanese journal of radiology (01.04.2025)
Published in Japanese journal of radiology (01.04.2025)
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Journal Article