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Positional contrastive learning for improved thigh muscle segmentation in MR images
Casali, Nicola, Scalco, Elisa, Taccogna, Maria Giovanna, Lauretani, Fulvio, Porcelli, Simone, Ciuni, Andrea, Mastropietro, Alfonso, Rizzo, Giovanna
Published in NMR in biomedicine (01.10.2024)
Published in NMR in biomedicine (01.10.2024)
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Journal Article
Semi-automatic muscle segmentation in MR images using deep registration-based label propagation
Decaux, Nathan, Conze, Pierre-Henri, Ropars, Juliette, He, Xinyan, Sheehan, Frances T., Pons, Christelle, Ben Salem, Douraied, Brochard, Sylvain, Rousseau, François
Published in Pattern recognition (01.08.2023)
Published in Pattern recognition (01.08.2023)
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Journal Article
IFSS-Net: Interactive Few-Shot Siamese Network for Faster Muscle Segmentation and Propagation in Volumetric Ultrasound
Chanti, Dawood Al, Duque, Vanessa Gonzalez, Crouzier, Marion, Nordez, Antoine, Lacourpaille, Lilian, Mateus, Diana
Published in IEEE transactions on medical imaging (01.10.2021)
Published in IEEE transactions on medical imaging (01.10.2021)
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Journal Article
Individual muscle segmentation in MR images: A 3D propagation through 2D non-linear registration approaches
Ogier, Augustin, Sdika, Michael, Foure, Alexandre, Le Troter, Arnaud, Bendahan, David
Published in 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (01.07.2017)
Published in 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (01.07.2017)
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Conference Proceeding
Journal Article
Thigh muscle segmentation of chemical shift encoding-based water-fat magnetic resonance images: The reference database MyoSegmenTUM
Schlaeger, Sarah, Freitag, Friedemann, Klupp, Elisabeth, Dieckmeyer, Michael, Weidlich, Dominik, Inhuber, Stephanie, Deschauer, Marcus, Schoser, Benedikt, Bublitz, Sarah, Montagnese, Federica, Zimmer, Claus, Rummeny, Ernst J., Karampinos, Dimitrios C., Kirschke, Jan S., Baum, Thomas
Published in PloS one (07.06.2018)
Published in PloS one (07.06.2018)
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Journal Article
Assessment of the degree of abdominal myosteatosis by magnetic resonance imaging in subjects with diabetes, prediabetes and healthy controls from the general population
Kiefer, Lena S., Fabian, Jana, Rospleszcz, Susanne, Lorbeer, Roberto, Machann, Jürgen, Storz, Corinna, Kraus, Mareen S., Schlett, Christopher L., Roemer, Frank, Wintermeyer, Elke, Rathmann, Wolfgang, Nikolaou, Konstantin, Peters, Annette, Bamberg, Fabian
Published in European journal of radiology (01.08.2018)
Published in European journal of radiology (01.08.2018)
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Journal Article
Skeletal muscle segmentation from MRI dataset using a model-based approach
Jolivet, Erwan, Dion, Elisabeth, Rouch, Philippe, Dubois, Guillaume, Charrier, Remi, Payan, Christine, Skalli, Wafa
Published in Computer methods in biomechanics and biomedical engineering. (03.07.2014)
Published in Computer methods in biomechanics and biomedical engineering. (03.07.2014)
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Journal Article
The Impact of Fatty Infiltration on MRI Segmentation of Lower Limb Muscles in Neuromuscular Diseases: A Comparative Study of Deep Learning Approaches
Hostin, Marc‐Adrien, Ogier, Augustin C., Michel, Constance P., Le Fur, Yann, Guye, Maxime, Attarian, Shahram, Fortanier, Etienne, Bellemare, Marc‐Emmanuel, Bendahan, David
Published in Journal of magnetic resonance imaging (01.12.2023)
Published in Journal of magnetic resonance imaging (01.12.2023)
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Journal Article
Population‐based cohort imaging: skeletal muscle mass by magnetic resonance imaging in correlation to bioelectrical‐impedance analysis
Kiefer, Lena S., Fabian, Jana, Rospleszcz, Susanne, Lorbeer, Roberto, Machann, Jürgen, Kraus, Mareen S., Fischer, Marc, Roemer, Frank, Rathmann, Wolfgang, Meisinger, Christa, Heier, Margit, Nikolaou, Konstantin, Peters, Annette, Storz, Corinna, Schlett, Christopher L., Bamberg, Fabian
Published in Journal of cachexia, sarcopenia and muscle (01.04.2022)
Published in Journal of cachexia, sarcopenia and muscle (01.04.2022)
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Journal Article
Performance Evaluation of Multi-Contrast Dixon MRI and CT for Abdominal Fat and Muscle Segmentation Using a UNet CNN
Heller, Andrew, Liu, Andrew, Chang, Lin-Ching, Cohen, Gregg, Jones, Elizabeth C., Hsu, Li-Yueh
Published in IEEE International Conference on Big Data (15.12.2024)
Published in IEEE International Conference on Big Data (15.12.2024)
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Conference Proceeding
Cross-Modality Validation of Abdominal Fat and Muscle Segmentation: A Comparative Study of Dixon MR and CT Imaging
Liu, Andrew, Heller, Andrew, Cohen, Gregg, Jones, Elizabeth C., Hsu, Li-Yueh
Published in IEEE International Conference on Big Data (15.12.2024)
Published in IEEE International Conference on Big Data (15.12.2024)
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Conference Proceeding