Comparative analysis of machine learning algorithms for multi-syndrome classification of neurodegenerative syndromes
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Published in Alzheimer's research & therapy (03.05.2022)
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A Standardized Clinical Data Harmonization Pipeline for Scalable AI Application Deployment (FHIR-DHP): Validation and Usability Study
Williams, Elena, Kienast, Manuel, Medawar, Evelyn, Reinelt, Janis, Merola, Alberto, Klopfenstein, Sophie Anne Ines, Flint, Anne Rike, Heeren, Patrick, Poncette, Akira-Sebastian, Balzer, Felix, Beimes, Julian, von Bünau, Paul, Chromik, Jonas, Arnrich, Bert, Scherf, Nico, Niehaus, Sebastian
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Published in JMIR medical informatics (21.03.2023)
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Domain-specific cues improve robustness of deep learning-based segmentation of CT volumes
Kloenne, Marie, Niehaus, Sebastian, Lampe, Leonie, Merola, Alberto, Reinelt, Janis, Roeder, Ingo, Scherf, Nico
Published in Scientific reports (01.07.2020)
Published in Scientific reports (01.07.2020)
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Mapping the pharmacological modulation of brain oxygen metabolism: The effects of caffeine on absolute CMRO2 measured using dual calibrated fMRI
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Published in NeuroImage (Orlando, Fla.) (15.07.2017)
Published in NeuroImage (Orlando, Fla.) (15.07.2017)
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Measurement of oxygen extraction fraction (OEF): An optimized BOLD signal model for use with hypercapnic and hyperoxic calibration
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Published in NeuroImage (Orlando, Fla.) (01.04.2016)
Published in NeuroImage (Orlando, Fla.) (01.04.2016)
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Journal Article
Mapping the pharmacological modulation of brain oxygen metabolism: The effects of caffeine on absolute CMRO 2 measured using dual calibrated fMRI
Merola, Alberto, Germuska, Michael A, Warnert, Esther Ah, Richmond, Lewys, Helme, Daniel, Khot, Sharmila, Murphy, Kevin, Rogers, Peter J, Hall, Judith E, Wise, Richard G
Published in NeuroImage (Orlando, Fla.) (15.07.2017)
Published in NeuroImage (Orlando, Fla.) (15.07.2017)
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Automatic quality control framework for more reliable integration of machine learning-based image segmentation into medical workflows
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Year of Publication 06.12.2021
Year of Publication 06.12.2021
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Journal Article
Domain specific cues improve robustness of deep learning based segmentation of ct volumes
Kloenne, Marie, Niehaus, Sebastian, Lampe, Leonie, Merola, Alberto, Reinelt, Janis, Roeder, Ingo, Scherf, Nico
Published in arXiv.org (30.01.2020)
Published in arXiv.org (30.01.2020)
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Deep learning-based parameter mapping for joint relaxation and diffusion tensor MR Fingerprinting
Pirkl, Carolin M, Gómez, Pedro A, Lipp, Ilona, Buonincontri, Guido, Molina-Romero, Miguel, Sekuboyina, Anjany, Waldmannstetter, Diana, Dannenberg, Jonathan, Endt, Sebastian, Merola, Alberto, Whittaker, Joseph R, Tomassini, Valentina, Tosetti, Michela, Jones, Derek K, Menze, Bjoern H, Menzel, Marion I
Year of Publication 05.05.2020
Year of Publication 05.05.2020
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Journal Article
Automatic quality control framework for more reliable integration of machine learning-based image segmentation into medical workflows
Williams, Elena, Niehaus, Sebastian, Reinelt, Janis, Merola, Alberto, Paul Glad Mihai, Villringer, Kersten, Thierbach, Konstantin, Medawar, Evelyn, Lichterfeld, Daniel, Roeder, Ingo, Scherf, Nico, Maria del C Valdés Hernández
Published in arXiv.org (19.12.2022)
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Published in arXiv.org (19.12.2022)
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Deep learning-based parameter mapping for joint relaxation and diffusion tensor MR Fingerprinting
Pirkl, Carolin M, Gómez, Pedro A, Lipp, Ilona, Buonincontri, Guido, Molina-Romero, Miguel, Sekuboyina, Anjany, Waldmannstetter, Diana, Dannenberg, Jonathan, Endt, Sebastian, Merola, Alberto, Whittaker, Joseph R, Tomassini, Valentina, Tosetti, Michela, Jones, Derek K, Menze, Bjoern H, Menzel, Marion I
Published in arXiv.org (05.05.2020)
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Published in arXiv.org (05.05.2020)
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