Search Results - "Kepp, Timo"

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

“…Magnetic resonance imaging (MRI) has become key in the diagnosis and disease monitoring of patients with multiple sclerosis (MS). Both, T2 lesion load and…”
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Image registration and appearance adaptation in non-correspondent image regions for new MS lesions detection by Andresen, Julia, Uzunova, Hristina, Ehrhardt, Jan, Kepp, Timo, Handels, Heinz

“…Manual detection of newly formed lesions in multiple sclerosis is an important but tedious and difficult task. Several approaches for automating the detection…”
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Analysis of OCT Scanning Parameters in AMD and RVO by Burchard, Claus von der, Roider, Johann, Kepp, Timo

“…Optical coherence tomography (OCT) is an extensively used imaging tool for disease monitoring in both age-related macular degeneration (AMD) and retinal vein…”
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Deep learning-based simultaneous registration and unsupervised non-correspondence segmentation of medical images with pathologies by Andresen, Julia, Kepp, Timo, Ehrhardt, Jan, Burchard, Claus von der, Roider, Johann, Handels, Heinz

“…Purpose The registration of medical images often suffers from missing correspondences due to inter-patient variations, pathologies and their progression…”
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Self-Examination Low-Cost Full-Field Optical Coherence Tomography (SELFF-OCT) for neovascular age-related macular degeneration: a cross-sectional diagnostic accuracy study by von der Burchard, Claus, Sudkamp, Helge, Tode, Jan, Ehlken, Cristoph, Purtskhvanidze, Konstantine, Moltmann, Moritz, Heimes, Britta, Koch, Peter, Münst, Michael, vom Endt, Malte, Kepp, Timo, Theisen-Kunde, Dirk, König, Inke, Hüttmann, Gereon, Roider, Johann

“…ObjectivesSelf-Examination Low-Cost Full-Field Optical Coherence Tomography (SELFF-OCT) is a novel OCT technology that was specifically designed for home…”
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Anatomical Conditioning for Contrastive Unpaired Image-to-Image Translation of Optical Coherence Tomography Images by Seibel, Marc S., Uzunova, Hristina, Kepp, Timo, Handels, Heinz

“…For a unified analysis of medical images from different modalities, data harmonization using image-to-image (I2I) translation is desired. We study this problem…”
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Segmentation of mouse skin layers in optical coherence tomography image data using deep convolutional neural networks by Kepp, Timo, Droigk, Christine, Casper, Malte, Evers, Michael, Hüttmann, Gereon, Salma, Nunciada, Manstein, Dieter, Heinrich, Mattias P, Handels, Heinz

“…Optical coherence tomography (OCT) enables the non-invasive acquisition of high-resolution three-dimensional cross-sectional images at micrometer scale and is…”
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Atlas based brain volumetry: How to distinguish regional volume changes due to biological or physiological effects from inherent noise of the methodology by Opfer, Roland, Suppa, Per, Kepp, Timo, Spies, Lothar, Schippling, Sven, Huppertz, Hans-Jürgen

“…Abstract Fully-automated regional brain volumetry based on structural magnetic resonance imaging (MRI) plays an important role in quantitative neuroimaging. In…”
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Performance of Hippocampus Volumetry with FSL-FIRST for Prediction of Alzheimer's Disease Dementia in at Risk Subjects with Amnestic Mild Cognitive Impairment by Suppa, Per, Hampel, Harald, Kepp, Timo, Lange, Catharina, Spies, Lothar, Fiebach, Jochen B, Dubois, Bruno, Buchert, Ralph

“…MRI-based hippocampus volume, a core feasible biomarker of Alzheimer's disease (AD), is not yet widely used in clinical patient care, partly due to lack of…”
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Topology-Preserving Shape-Based Regression Of Retinal Layers In Oct Image Data Using Convolutional Neural Networks by Kepp, Timo, Ehrhardt, Jan, Heinrich, Mattias P., Huttmann, Gereon, Handels, Heinz

“…Optical coherence tomography (OCT) is a non-invasive imaging modality that provides cross-sectional 3D images of biological tissue. Especially in ophthalmology…”
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LNQ Challenge 2023: Learning Mediastinal Lymph Node Segmentation with a Probabilistic Lymph Node Atlas by Engelson, Sofija, Ehrhardt, Jan, Kepp, Timo, Niemeijer, Joshua, Handels, Heinz

“…Machine.Learning.for.Biomedical.Imaging. 2 (2024) The evaluation of lymph node metastases plays a crucial role in achieving precise cancer staging, influencing…”
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Anatomical Conditioning for Contrastive Unpaired Image-to-Image Translation of Optical Coherence Tomography Images by Seibel, Marc S, Uzunova, Hristina, Kepp, Timo, Handels, Heinz

“…For a unified analysis of medical images from different modalities, data harmonization using image-to-image (I2I) translation is desired. We study this problem…”
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Segmentation of Retinal Low-Cost Optical Coherence Tomography Images using Deep Learning by Kepp, Timo, Sudkamp, Helge, von der Burchard, Claus, Schenke, Hendrik, Koch, Peter, Hüttmann, Gereon, Roider, Johann, Heinrich, Mattias P, Handels, Heinz

“…The treatment of age-related macular degeneration (AMD) requires continuous eye exams using optical coherence tomography (OCT). The need for treatment is…”
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