Fully automated deep learning-based localization and segmentation of the locus coeruleus in aging and Parkinson’s disease using neuromelanin-sensitive MRI von Dünnwald, Max, Ernst, Philipp, Düzel, Emrah, Tönnies, Klaus, Betts, Matthew J., Oeltze-Jafra, Steffen

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Beyond Nyquist: A Comparative Analysis of 3D Deep Learning Models Enhancing MRI Resolution von Chatterjee, Soumick, Sciarra, Alessandro, Dünnwald, Max, Ashoka, Anitha Bhat Talagini, Vasudeva, Mayura Gurjar Cheepinahalli, Saravanan, Shudarsan, Sambandham, Venkatesh Thirugnana, Tummala, Pavan, Oeltze-Jafra, Steffen, Speck, Oliver, Nürnberger, Andreas

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StRegA: Unsupervised anomaly detection in brain MRIs using a compact context-encoding variational autoencoder von Chatterjee, Soumick, Sciarra, Alessandro, Dünnwald, Max, Tummala, Pavan, Agrawal, Shubham Kumar, Jauhari, Aishwarya, Kalra, Aman, Oeltze-Jafra, Steffen, Speck, Oliver, Nürnberger, Andreas

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Automated segmentation of the locus coeruleus in aging and Alzheimer’s disease using 3T neuromelanin‐sensitive MRI von Dünnwald, Max, Sarkar, Mousumi, Yakupov, Renat, Spottke, Annika, Hämmerer, Dorothea, Schneider, Anja, Kilimann, Ingo, Teipel, Stefan J., Jessen, Frank, Düzel, Emrah, Oeltze‐Jafra, Steffen, Betts, Matthew

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Automated Quantification of Enlarged Perivascular Spaces in Clinical Brain MRI Across Sites von Dubost, Florian, Dünnwald, Max, Huff, Denver, Scheumann, Vincent, Schreiber, Frank, Vernooij, Meike, Niessen, Wiro, Skalej, Martin, Schreiber, Stefanie, Oeltze-Jafra, Steffen, de Bruijne, Marleen

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Automated SSIM Regression for Detection and Quantification of Motion Artefacts in Brain MR Images von Sciarra, Alessandro, Chatterjee, Soumick, Dünnwald, Max, Placidi, Giuseppe, Nürnberger, Andreas, Speck, Oliver, Oeltze-Jafra, Steffen

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Challenging cases for WMH segmentation comparatively processed by seven automated methods von Aruci, Merita, Dunnwald, Max, Schreiber, Frank, Sciarra, Alessandro, Maass, Anne, Schreiber, Stefanie, Oeltze-Jafra, Steffen

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Retrospective Motion Correction of MR Images using Prior-Assisted Deep Learning von Chatterjee, Soumick, Sciarra, Alessandro, Dünnwald, Max, Oeltze-Jafra, Steffen, Nürnberger, Andreas, Speck, Oliver

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StRegA: Unsupervised Anomaly Detection in Brain MRIs using a Compact Context-encoding Variational Autoencoder von Chatterjee, Soumick, Sciarra, Alessandro, Dünnwald, Max, Tummala, Pavan, Agrawal, Shubham Kumar, Jauhari, Aishwarya, Kalra, Aman, Steffen Oeltze-Jafra, Speck, Oliver, Nürnberger, Andreas

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Spinal Metastases Segmentation in MR Imaging using Deep Convolutional Neural Networks von Hille, Georg, Steffen, Johannes, Dünnwald, Max, Becker, Mathias, Saalfeld, Sylvia, Tönnies, Klaus

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ShuffleUNet: Super resolution of diffusion-weighted MRIs using deep learning von Chatterjee, Soumick, Sciarra, Alessandro, Dünnwald, Max, Mushunuri, Raghava Vinaykanth, Podishetti, Ranadheer, Rao, Rajatha Nagaraja, Gopinath, Geetha Doddapaneni, Oeltze-Jafra, Steffen, Speck, Oliver, Nürnberger, Andreas

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Automated SSIM Regression for Detection and Quantification of Motion Artefacts in Brain MR Images von Sciarra, Alessandro, Chatterjee, Soumick, Dünnwald, Max, Placidi, Giuseppe, Nürnberger, Andreas, Speck, Oliver, Steffen Oeltze-Jafra

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Localization of the Locus Coeruleus in MRI via Coordinate Regression von Dünnwald, Max, Betts, Matthew J., Düzel, Emrah, Oeltze-Jafra, Steffen

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Retrospective Motion Correction of MR Images using Prior-Assisted Deep Learning von Chatterjee, Soumick, Sciarra, Alessandro, Dünnwald, Max, Steffen Oeltze-Jafra, Nürnberger, Andreas, Speck, Oliver

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Automated Segmentation of the Locus Coeruleus from Neuromelanin-Sensitive 3T MRI Using Deep Convolutional Neural Networks von Dünnwald, Max, Betts, Matthew J., Sciarra, Alessandro, Düzel, Emrah, Oeltze-Jafra, Steffen

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Spinal Metastases Segmentation in MR Imaging using Deep Convolutional Neural Networks von Hille, Georg, Steffen, Johannes, Dünnwald, Max, Becker, Mathias, Saalfeld, Sylvia, Tönnies, Klaus

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Segmentation of Vertebral Metastases in MRI Using an U-Net like Convolutional Neural Network von Hille, Georg, Dünnwald, Max, Becker, Mathias, Steffen, Johannes, Saalfeld, Sylvia, Tönnies, Klaus

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ShuffleUNet: Super resolution of diffusion-weighted MRIs using deep learning von Chatterjee, Soumick, Sciarra, Alessandro, Dünnwald, Max, Mushunuri, Raghava Vinaykanth, Podishetti, Ranadheer, Rajatha Nagaraja Rao, Gopinath, Geetha Doddapaneni, Steffen Oeltze-Jafra, Speck, Oliver, Nürnberger, Andreas

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