A systematic approach to deep learning-based nodule detection in chest radiographs von Behrendt, Finn, Bengs, Marcel, Bhattacharya, Debayan, Krüger, Julia, Opfer, Roland, Schlaefer, Alexander

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MRI FLAIR lesion segmentation in multiple sclerosis: Does automated segmentation hold up with manual annotation? von Egger, Christine, Opfer, Roland, Wang, Chenyu, Kepp, Timo, Sormani, Maria Pia, Spies, Lothar, Barnett, Michael, Schippling, Sven

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Global and regional annual brain volume loss rates in physiological aging von Schippling, Sven, Ostwaldt, Ann-Christin, Suppa, Per, Spies, Lothar, Manogaran, Praveena, Gocke, Carola, Huppertz, Hans-Jürgen, Opfer, Roland

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Fully automated longitudinal segmentation of new or enlarged multiple sclerosis lesions using 3D convolutional neural networks von Krüger, Julia, Opfer, Roland, Gessert, Nils, Ostwaldt, Ann-Christin, Manogaran, Praveena, Kitzler, Hagen H., Schlaefer, Alexander, Schippling, Sven

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Data-Efficient Vision Transformers for Multi-Label Disease Classification on Chest Radiographs von Behrendt, Finn, Bhattacharya, Debayan, Krüger, Julia, Opfer, Roland, Schlaefer, Alexander

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AI-based detection of contrast-enhancing MRI lesions in patients with multiple sclerosis von Schlaeger, Sarah, Shit, Suprosanna, Eichinger, Paul, Hamann, Marco, Opfer, Roland, Krüger, Julia, Dieckmeyer, Michael, Schön, Simon, Mühlau, Mark, Zimmer, Claus, Kirschke, Jan S., Wiestler, Benedikt, Hedderich, Dennis M.

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MS optic neuritis-induced long-term structural changes within the visual pathway von Pawlitzki, Marc, Horbrügger, Marc, Loewe, Kristian, Kaufmann, Jörn, Opfer, Roland, Wagner, Markus, Al-Nosairy, Khaldoon O., Meuth, Sven G., Hoffmann, Michael B., Schippling, Sven

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MRI-Based Brain Volumetry at a Single Time Point Complements Clinical Evaluation of Patients With Multiple Sclerosis in an Outpatient Setting von Raji, Alaleh, Ostwaldt, Ann-Christin, Opfer, Roland, Suppa, Per, Spies, Lothar, Winkler, Gerhard

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Age-dependent cut-offs for pathological deep gray matter and thalamic volume loss using Jacobian integration von Opfer, Roland, Krüger, Julia, Spies, Lothar, Hamann, Marco, Wicki, Carla A., Kitzler, Hagen H., Gocke, Carola, Silva, Diego, Schippling, Sven

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Multiscale kernels von Opfer, Roland

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Voxel-based morphometry in single subjects without a scanner-specific normal database using a convolutional neural network von Krüger, Julia, Opfer, Roland, Spies, Lothar, Hedderich, Dennis, Buchert, Ralph

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Automated identification of uncertain cases in deep learning-based classification of dopamine transporter SPECT to improve clinical utility and acceptance von Budenkotte, Thomas, Apostolova, Ivayla, Opfer, Roland, Krüger, Julia, Klutmann, Susanne, Buchert, Ralph

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QUANTUM – Quantitative and Standardized Imaging in Daily Clinical Routine of MS Patients (4039) von Schuh, Katrin, Opfer, Roland, Spies, Lothar, Schippling, Sven

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Guided reconstruction with conditioned diffusion models for unsupervised anomaly detection in brain MRIs von Behrendt, Finn, Bhattacharya, Debayan, Mieling, Robin, Maack, Lennart, Krüger, Julia, Opfer, Roland, Schlaefer, Alexander

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Higher effect sizes for the detection of accelerated brain volume loss and disability progression in multiple sclerosis using deep-learning von Opfer, Roland, Ziemssen, Tjalf, Krüger, Julia, Buddenkotte, Thomas, Spies, Lothar, Gocke, Carola, Schwab, Matthias, Buchert, Ralph

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Automatic segmentation of the thalamus using a massively trained 3D convolutional neural network: higher sensitivity for the detection of reduced thalamus volume by improved inter-... von Opfer, Roland, Krüger, Julia, Spies, Lothar, Ostwaldt, Ann-Christin, Kitzler, Hagen H., Schippling, Sven, Buchert, Ralph

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Three-dimensional deep learning with spatial erasing for unsupervised anomaly segmentation in brain MRI von Bengs, Marcel, Behrendt, Finn, Krüger, Julia, Opfer, Roland, Schlaefer, Alexander

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Single-subject analysis of regional brain volumetric measures can be strongly influenced by the method for head size adjustment von Opfer, Roland, Krüger, Julia, Spies, Lothar, Kitzler, Hagen H., Schippling, Sven, Buchert, Ralph

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Multiple sclerosis lesion activity segmentation with attention-guided two-path CNNs von Gessert, Nils, Krüger, Julia, Opfer, Roland, Ostwaldt, Ann-Christin, Manogaran, Praveena, Kitzler, Hagen H., Schippling, Sven, Schlaefer, Alexander

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Patients with relapsing-remitting multiple sclerosis show accelerated whole brain volume and thalamic volume loss early in disease von Opfer, Roland, Schwab, Matthias, Bangoura, Sabine, Biswas, Mousumi, Krüger, Julia, Spies, Lothar, Gocke, Carola, Gaser, Christian, Schippling, Sven, Kitzler, Hagen H, Ziemssen, Tjalf

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