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Evaluation of a deep learning-based reconstruction method for denoising and image enhancement of shoulder MRI in patients with shoulder pain

by Feuerriegel, Georg C., Weiss, Kilian, Kronthaler, Sophia, Leonhardt, Yannik, Neumann, Jan, Wurm, Markus, Lenhart, Nicolas S., Makowski, Marcus R., Schwaiger, Benedikt J., Woertler, Klaus, Karampinos, Dimitrios C., Gersing, Alexandra S.
Published in European radiology (01.07.2023)

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Establish a normal fetal lung gestational age grading model and explore the potential value of deep learning algorithms in fetal lung maturity evaluation

by Xia, Tai-Hui, Tan, Man, Li, Jing-Hua, Wang, Jing-Jing, Wu, Qing-Qing, Kong, De-Xing
Published in Chinese medical journal (01.07.2021)

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High-order radiomics features based on T2 FLAIR MRI predict multiple glioma immunohistochemical features: A more precise and personalized gliomas management

by Li, Jing, Liu, Siyun, Qin, Ying, Zhang, Yan, Wang, Ning, Liu, Huaijun
Published in PloS one (22.01.2020)

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Modelling blood flow in patients with heart valve disease using deep learning: A computationally efficient method to expand diagnostic capabilities in clinical routine

by Yevtushenko, Pavlo, Goubergrits, Leonid, Franke, Benedikt, Kuehne, Titus, Schafstedde, Marie
Published in Frontiers in cardiovascular medicine (03.03.2023)

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Repurposing the Public BraTS Dataset for Postoperative Brain Tumour Treatment Response Monitoring

by Sørensen, Peter Jagd, Ladefoged, Claes Nøhr, Larsen, Vibeke Andrée, Andersen, Flemming Littrup, Nielsen, Michael Bachmann, Poulsen, Hans Skovgaard, Carlsen, Jonathan Frederik, Hansen, Adam Espe
Published in Tomography (Ann Arbor) (01.09.2024)

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A multi-time-point modality-agnostic patch-based method for lesion filling in multiple sclerosis

by Prados, Ferran, Cardoso, Manuel Jorge, Kanber, Baris, Ciccarelli, Olga, Kapoor, Raju, Gandini Wheeler-Kingshott, Claudia A.M., Ourselin, Sebastien
Published in NeuroImage (Orlando, Fla.) (01.10.2016)

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Diffusion MRI in the cortex of the brain: Reducing partial volume effects from CSF and white matter in the mean diffusivity using high b‐values and spherical b‐tensor encoding

by Säll, Cornelia, Spotorno, Nicola, Sundgren, Pia C., Westen, Danielle, Westin, Carl‐Fredrik, Szczepankiewicz, Filip, Nilsson, Markus
Published in Magnetic resonance in medicine (01.09.2025)

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Validation of automated artificial intelligence segmentation of optical coherence tomography images

by Maloca, Peter M., Lee, Aaron Y., de Carvalho, Emanuel R., Okada, Mali, Fasler, Katrin, Leung, Irene, Hörmann, Beat, Kaiser, Pascal, Suter, Susanne, Hasler, Pascal W., Zarranz-Ventura, Javier, Egan, Catherine, Heeren, Tjebo F. C., Balaskas, Konstantinos, Tufail, Adnan, Scholl, Hendrik P. N.
Published in PloS one (16.08.2019)

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An optimized b ‐value sampling for the quantification of interstitial fluid using diffusion‐weighted MRI , a genetic algorithm approach

by Drenthen, Gerhard S., Jansen, Jacobus F. A., van der Thiel, Merel M., Voorter, Paulien H. M., Backes, Walter H.
Published in Magnetic resonance in medicine (01.07.2023)

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Incorporating Radiologist Knowledge Into MRI Quality Metrics for Machine Learning Using Rank‐Based Ratings

by Tang, Chenwei, Eisenmenger, Laura B., Rivera‐Rivera, Leonardo, Huo, Eugene, Junn, Jacqueline C., Kuner, Anthony D., Oechtering, Thekla H., Peret, Anthony, Starekova, Jitka, Johnson, Kevin M.
Published in Journal of magnetic resonance imaging (01.06.2025)

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Automated CT segmentation for lower extremity tissues in lymphedema evaluation using deep learning

by Na, Seongwon, Choi, Se Jin, Ko, Yousun, Urooj, Bushra, Huh, Jimi, Cha, Seungwoo, Jung, Chul, Cheon, Hwayeong, Jeon, Jae Yong, Kim, Kyung Won
Published in European radiology (01.11.2025)

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Applications of deep learning in trauma radiology: A narrative review

by Cheng, Chi-Tung, Ooyang, Chun-Hsiang, Liao, Chien-Hung, Kang, Shih-Ching
Published in Biomedical Journal (01.02.2025)

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Spatial Fuzzy C Means and Expectation Maximization Algorithms with Bias Correction for Segmentation of MR Brain Images

by Meena Prakash, R., Shantha Selva Kumari, R.
Published in Journal of medical systems (01.01.2017)

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Multi-modal discriminative dictionary learning for Alzheimer's disease and mild cognitive impairment

by Li, Qing, Wu, Xia, Xu, Lele, Chen, Kewei, Yao, Li, Li, Rui
Published in Computer methods and programs in biomedicine (01.10.2017)

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Fully-automated atrophy segmentation in dry age-related macular degeneration in optical coherence tomography

by Derradji, Yasmine, Mosinska, Agata, Apostolopoulos, Stefanos, Ciller, Carlos, De Zanet, Sandro, Mantel, Irmela
Published in Scientific reports (08.11.2021)

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Robust parametric modeling of Alzheimer’s disease progression

by Mehdipour Ghazi, Mostafa, Nielsen, Mads, Pai, Akshay, Modat, Marc, Jorge Cardoso, M., Ourselin, Sébastien, Sørensen, Lauge
Published in NeuroImage (Orlando, Fla.) (15.01.2021)

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An SPM8-Based Approach for Attenuation Correction Combining Segmentation and Nonrigid Template Formation: Application to Simultaneous PET/MR Brain Imaging

by Izquierdo-Garcia, David, Hansen, Adam E., Förster, Stefan, Benoit, Didier, Schachoff, Sylvia, Fürst, Sebastian, Chen, Kevin T., Chonde, Daniel B., Catana, Ciprian
Published in Journal of Nuclear Medicine (01.11.2014)

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Perivascular Space Burden in Children With Autism Spectrum Disorder Correlates With Neurodevelopmental Severity

by Frigerio, Giulia, Rizzato, Gloria, Peruzzo, Denis, Ciceri, Tommaso, Mani, Elisa, Lanteri, Fabiola, Mariani, Valentina, Molteni, Massimo, Agarwal, Nivedita
Published in Journal of magnetic resonance imaging (01.11.2025)

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Design of a model-based diagnostic algorithm for diesel particulate filter fault detection and isolation

by Polverino, Pierpaolo, Elefante, Serena, Arsie, Ivan, Pianese, Cesare
Published in AIP conference proceedings (17.12.2019)

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Journal Article Conference Proceeding

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The fuzzy MAD stroke conjecture, using Fuzzy C Means to classify multimodal apparent diffusion for ischemic stroke lesion stratification

by Damen, Frederick C., Su, Changliang, Tsuruda, Jay, Anderson, Thomas, Valyi-Nagy, Tibor, Li, Weiguo, Shaghaghi, Mehran, Jiang, Rifeng, Xie, Chuanmiao, Cai, Kejia
Published in Magnetic resonance imaging (01.04.2025)

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