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Predicting dynamic, motion‐related changes in B0 field in the brain at a 7T MRI using a subject‐specific fine‐trained U‐net

by Motyka, Stanislav, Weiser, Paul, Bachrata, Beata, Hingerl, Lukas, Strasser, Bernhard, Hangel, Gilbert, Niess, Eva, Niess, Fabian, Zaitsev, Maxim, Robinson, Simon Daniel, Langs, Georg, Trattnig, Siegfried, Bogner, Wolfgang
Published in Magnetic resonance in medicine (01.05.2024)

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Journal Article

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Predicting dynamic, motion‐related changes in B 0 field in the brain at a 7T MRI using a subject‐specific fine‐trained U‐net

by Motyka, Stanislav, Weiser, Paul, Bachrata, Beata, Hingerl, Lukas, Strasser, Bernhard, Hangel, Gilbert, Niess, Eva, Niess, Fabian, Zaitsev, Maxim, Robinson, Simon Daniel, Langs, Georg, Trattnig, Siegfried, Bogner, Wolfgang
Published in Magnetic resonance in medicine (01.05.2024)

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Knee menisci segmentation and relaxometry of 3D ultrashort echo time cones MR imaging using attention U‐Net with transfer learning

by Byra, Michal, Wu, Mei, Zhang, Xiaodong, Jang, Hyungseok, Ma, Ya‐Jun, Chang, Eric Y., Shah, Sameer, Du, Jiang
Published in Magnetic resonance in medicine (01.03.2020)

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SDTU-Net: Stepwise-Drop and Transformer-Based U-Net for Subject-Sensitive Hashing of HRRS Images

by Ding, Kaimeng, Chen, Shiping, Zeng, Yue, Liu, Yanan, Xu, Bei, Wang, Yingying
Published in IEEE journal of selected topics in applied earth observations and remote sensing (2024)

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AAU-Net: Attention-Based Asymmetric U-Net for Subject-Sensitive Hashing of Remote Sensing Images

by Ding, Kaimeng, Chen, Shiping, Wang, Yu, Liu, Yueming, Zeng, Yue, Tian, Jin
Published in Remote sensing (Basel, Switzerland) (01.12.2021)

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U-Net vs Transformer: Is U-Net Outdated in Medical Image Registration?

by Jia, Xi, Bartlett, Joseph, Zhang, Tianyang, Lu, Wenqi, Qiu, Zhaowen, Duan, Jinming
Published in Machine Learning in Medical Imaging (2022)

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Book Chapter

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Modified U-Net (mU-Net) With Incorporation of Object-Dependent High Level Features for Improved Liver and Liver-Tumor Segmentation in CT Images

by Seo, Hyunseok, Huang, Charles, Bassenne, Maxime, Xiao, Ruoxiu, Xing, Lei
Published in IEEE transactions on medical imaging (01.05.2020)

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Technical Note: U‐net‐generated synthetic CT images for magnetic resonance imaging‐only prostate intensity‐modulated radiation therapy treatment planning

by Chen, Shupeng, Qin, An, Zhou, Dingyi, Yan, Di
Published in Medical physics (Lancaster) (01.12.2018)

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AM-UNet: automated mini 3D end-to-end U-net based network for brain claustrum segmentation

by Albishri, Ahmed Awad, Shah, Syed Jawad Hussain, Kang, Seung Suk, Lee, Yugyung
Published in Multimedia tools and applications (01.10.2022)

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Enhanced U-Net for Infant Brain MRI Segmentation: A (2+1)D Convolutional Approach

by Dénes-Fazakas, Lehel, Kovács, Levente, Eigner, György, Szilágyi, László
Published in Sensors (Basel, Switzerland) (01.03.2025)

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Fully automated segmentation of left ventricular scar from 3D late gadolinium enhancement magnetic resonance imaging using a cascaded multi‐planar U‐Net (CMPU‐Net)

by Zabihollahy, Fatemeh, Rajchl, Martin, White, James A., Ukwatta, Eranga
Published in Medical physics (Lancaster) (01.04.2020)

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Journal Article

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Training ESRGAN with multi-scale attention U-Net discriminator

by Chen, Quan, Li, Hao, Lu, Gehao
Published in Scientific reports (23.11.2024)

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A dense residual U-net for multiple sclerosis lesions segmentation from multi-sequence 3D MR images

by Sarica, Beytullah, Seker, Dursun Zafer, Bayram, Bulent
Published in International journal of medical informatics (Shannon, Ireland) (01.02.2023)

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White matter hyperintensities segmentation using the ensemble U-Net with multi-scale highlighting foregrounds

by Park, Gilsoon, Hong, Jinwoo, Duffy, Ben A., Lee, Jong-Min, Kim, Hosung
Published in NeuroImage (Orlando, Fla.) (15.08.2021)

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An Estimation Method of Continuous Non-Invasive Arterial Blood Pressure Waveform Using Photoplethysmography: A U-Net Architecture-Based Approach

by Athaya, Tasbiraha, Choi, Sunwoong
Published in Sensors (Basel, Switzerland) (07.03.2021)

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Semi-U-Net: A Lightweight Deep Neural Network for Subject-Sensitive Hashing of HRRS Images

by Ding, Kaimeng, Su, Shoubao, Xu, Nan, Jiang, Tingting
Published in IEEE access (2021)

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Aorta and main pulmonary artery segmentation using stacked U‐Net and localization on non‐contrast‐enhanced computed tomography images

by Suzuki, Hidenobu, Kawata, Yoshiki, Aokage, Keiju, Matsumoto, Yuji, Sugiura, Toshihiko, Tanabe, Nobuhiro, Nakano, Yasutaka, Tsuchida, Takaaki, Kusumoto, Masahiko, Marumo, Kazuyoshi, Kaneko, Masahiro, Niki, Noboru
Published in Medical Physics (01.02.2024)

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Triplanar ensemble U-Net model for white matter hyperintensities segmentation on MR images

by Sundaresan, Vaanathi, Zamboni, Giovanna, Rothwell, Peter M., Jenkinson, Mark, Griffanti, Ludovica
Published in Medical image analysis (01.10.2021)

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Double-Step U-Net: A Deep Learning-Based Approach for the Estimation of Wildfire Damage Severity through Sentinel-2 Satellite Data

by Farasin, Alessandro, Colomba, Luca, Garza, Paolo
Published in Applied sciences (01.06.2020)

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Weak label based Bayesian U-Net for optic disc segmentation in fundus images

by Xiong, Hao, Liu, Sidong, Sharan, Roneel V., Coiera, Enrico, Berkovsky, Shlomo
Published in Artificial intelligence in medicine (01.04.2022)

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