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IGUANe: A 3D generalizable CycleGAN for multicenter harmonization of brain MR images
Roca, Vincent, Kuchcinski, Grégory, Pruvo, Jean-Pierre, Manouvriez, Dorian, Lopes, Renaud
Published in Medical image analysis (01.01.2025)
Published in Medical image analysis (01.01.2025)
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Restoration of motion-corrupted EEG signals using attention-guided operational CycleGAN
Mahmud, Sakib, Chowdhury, Muhammad E.H., Kiranyaz, Serkan, Al Emadi, Nasser, Tahir, Anas M., Hossain, Md Shafayet, Khandakar, Amith, Al-Maadeed, Somaya
Published in Engineering applications of artificial intelligence (01.02.2024)
Published in Engineering applications of artificial intelligence (01.02.2024)
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Evaluation of Mean Shift, ComBat, and CycleGAN for Harmonizing Brain Connectivity Matrices Across Sites
Xu, Hanliang, Newlin, Nancy R, Kim, Michael E, Gao, Chenyu, Kanakaraj, Praitayini, Krishnan, Aravind R, Remedios, Lucas W, Khairi, Nazirah Mohd, Pechman, Kimberly, Archer, Derek, Hohman, Timothy J, Jefferson, Angela L, Isgum, Ivana, Huo, Yuankai, Moyer, Daniel, Schilling, Kurt G, Landman, Bennett A
Published in Proceedings of SPIE, the international society for optical engineering (01.02.2024)
Published in Proceedings of SPIE, the international society for optical engineering (01.02.2024)
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Plasma CycleGAN: Integrating Blood‐based Biomarkers for Cross‐modality Translation from MRI to PET
Chen, Yanxi, Su, Yi, Fu, Yu, Chen, Kewei, Weidman, David, Caselli, Richard J., Reiman, Eric M., Wang, Yalin
Published in Alzheimer's & dementia (01.12.2024)
Published in Alzheimer's & dementia (01.12.2024)
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Exploring CycleGAN Technique for Improved Plant Disease Detection and Analysis
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Conference Proceeding
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A deep learning approach for contrast-agent-free breast lesion detection and classification using adversarial synthesis of contrast-enhanced mammograms
Amin, Manar N., Rushdi, Muhammad A., Kamal, Rasha, Farouk, Amr, Gomaa, Mohamed, Fouad, Noha M., Mahmoud, Ahmed M.
Published in Image and vision computing (01.10.2025)
Published in Image and vision computing (01.10.2025)
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Synthesising Images and Labels Between MR Sequence Types with CycleGAN
Kerfoot, Eric, Puyol-Antón, Esther, Ruijsink, Bram, Ariga, Rina, Zacur, Ernesto, Lamata, Pablo, Schnabel, Julia
Published in Domain Adaptation and Representation Transfer and Medical Image Learning with Less Labels and Imperfect Data (2019)
Published in Domain Adaptation and Representation Transfer and Medical Image Learning with Less Labels and Imperfect Data (2019)
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Book Chapter
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Deep learning-based middle cerebral artery blood flow abnormality detection using flow velocity waveform derived from transcranial Doppler ultrasound
Kanti Podder, Kanchon, Chowdhury, Muhammad E.H., Al-Maadeed, Somaya, Nasrin Nisha, Naima, Mahmud, Sakib, Hamadelneil, Fatema, Almkhlef, Taif, Aljofairi, Hind, Mushtak, Adam, Khandakar, Amith, Zughaier, Susu
Published in Biomedical signal processing and control (01.08.2023)
Published in Biomedical signal processing and control (01.08.2023)
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Finger-to-Chest Style Transfer-Assisted Deep Learning Method for Photoplethysmogram Waveform Restoration With Timing Preservation
Pagotto, Sara Maria, Tognoni, Federico, Rossi, Matteo, Bovio, Dario, Salito, Caterina, Mainardi, Luca, Cerveri, Pietro
Published in IEEE transactions on instrumentation and measurement (2025)
Published in IEEE transactions on instrumentation and measurement (2025)
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Harmonized neonatal brain MR image segmentation model for cross-site datasets
Chen, Jian, Sun, Yue, Fang, Zhenghan, Lin, Weili, Li, Gang, Wang, Li
Published in Biomedical signal processing and control (01.08.2021)
Published in Biomedical signal processing and control (01.08.2021)
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Deep‐Learning‐Based MRI Microbleeds Detection for Cerebral Small Vessel Disease on Quantitative Susceptibility Mapping
Xia, Peng, Hui, Edward S., Chua, Bryan J., Huang, Fan, Wang, Zuojun, Zhang, Huiqin, Yu, Han, Lau, Kui Kai, Mak, Henry K.F., Cao, Peng
Published in Journal of magnetic resonance imaging (01.09.2024)
Published in Journal of magnetic resonance imaging (01.09.2024)
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A few-shot rare wildlife image classification method based on style migration data augmentation
Zhang, Qiaoyi, Yi, Xiaoli, Guo, Jiali, Tang, Yadong, Feng, Tao, Liu, Rui
Published in Ecological informatics (01.11.2023)
Published in Ecological informatics (01.11.2023)
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IGUANe: a 3D generalizable CycleGAN for multicenter harmonization of brain MR images
Roca, Vincent, Kuchcinski, Grégory, Pruvo, Jean-Pierre, Manouvriez, Dorian, Lopes, Renaud
Published in arXiv.org (14.11.2024)
Published in arXiv.org (14.11.2024)
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Paper
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Evaluation of Mean Shift, ComBat, and CycleGAN for Harmonizing Brain Connectivity Matrices Across Sites
Xu, Hanliang, Newlin, Nancy R, Kim, Michael E, Gao, Chenyu, Kanakaraj, Praitayini, Krishnan, Aravind R, Remedios, Lucas W, Khairi, Nazirah Mohd, Pechman, Kimberly, Archer, Derek, Hohman, Timothy J, Jefferson, Angela L, Isgum, Ivana, Huo, Yuankai, Moyer, Daniel, Schilling, Kurt G, Landman, Bennett A
Published in ArXiv.org (24.01.2024)
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Published in ArXiv.org (24.01.2024)
Journal Article