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  1. Book ; Online ; Conference proceedings ; E-Book: Bildverarbeitung für die Medizin 2022

    Maier-Hein, Klaus H.

    Proceedings, German Workshop on Medical Image Computing, Heidelberg, June 26-28, 2022

    (Informatik aktuell)

    2022  

    Event/congress German Workshop on Medical Image Computing (2022, Heidelberg)
    Author's details herausgegeben von Klaus Maier-Hein, Thomas M. Deserno, Heinz Handels, Andreas Maier, Christoph Palm, Thomas Tolxdorff
    Series title Informatik aktuell
    Keywords Diagnostic Imaging / methods ; Image Processing, Computer-Assisted ; Computer vision ; Pattern recognition systems ; Medical informatics
    Subject code 006.37
    Language German
    Size 1 Online-Ressource (XX, 356 Seiten), Illustrationen
    Publisher Springer Vieweg
    Publishing place Wiesbaden
    Publishing country Germany
    Document type Book ; Online ; Conference proceedings ; E-Book
    Remark Zugriff für angemeldete ZB MED-Nutzerinnen und -Nutzer
    HBZ-ID HT021390598
    ISBN 978-3-658-36932-3 ; 9783658369316 ; 3-658-36932-9 ; 3658369310
    DOI 10.1007/978-3-658-36932-3
    Database ZB MED Catalogue: Medicine, Health, Nutrition, Environment, Agriculture

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  2. Book ; Online ; Conference proceedings ; E-Book: Bildverarbeitung für die Medizin 2024

    Maier, Andreas / Deserno, Thomas M. / Handels, Heinz / Maier-Hein, Klaus H. / Palm, Christoph / Tolxdorff, Thomas

    proceedings, German Conference on Medical Image Computing, Erlangen, March 10-12, 2024

    (Informatik aktuell)

    2024  

    Event/congress German Conference on Medical Image Computing (2024, Erlangen)
    Author's details Andreas Maier, Thomas M. Deserno, Heinz Handels, Klaus Maier-Hein, Christoph Palm, Thomas Tolxdorff (Hrsg.)
    Series title Informatik aktuell
    Keywords Computer Science ; Informatics ; Conference Proceedings ; Research ; Applications ; Bildanalyse ; Bilderkennung ; Computerunterstützte Medizin ; Computerunterstützte Diagnose ; Bildverarbeitung für die Medizin ; GI Gesellschaft für Informatik ; Data-driven Models ; Computer-Aided Diagnosis ; Medizininformatik ; ehealth ; BVM 2024 ; Health Informatics ; Computer Vision ; Computer Imaging, Vision, Pattern Recognition and Graphics
    Language German
    Size 1 Online-Ressource (xxiv, 370 Seiten), Illustrationen, Diagramme
    Publisher Springer Vieweg
    Publishing place Wiesbaden
    Publishing country Germany
    Document type Book ; Online ; Conference proceedings ; E-Book
    Remark Zugriff für angemeldete ZB MED-Nutzerinnen und -Nutzer
    HBZ-ID HT030709531
    ISBN 978-3-658-44037-4 ; 9783658440367 ; 3-658-44037-6 ; 3658440368
    Database ZB MED Catalogue: Medicine, Health, Nutrition, Environment, Agriculture

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  3. Book ; Conference proceedings: Bildverarbeitung für die Medizin 2023

    Deserno, Thomas M. / Handels, Heinz / Tolxdorff, Thomas / Maier-Hein, Klaus / Palm, Christoph / Maier, Andreas

    Proceedings, German Workshop on Medical Image Computing, Braunschweig, July 2-4, 2023

    (Informatik aktuell)

    2023  

    Author's details Prof. Deserno ist seit 2022 Präsident der European Federation for Medical Informatics (EFMI). Zudem ist er Mitbegründer des Workshops Bildverarbeitung für die Medizin, der mittlerweile zu einem bedeutenden Forum für Mediziner, Ingenieure und Naturwissenschaftler aus Forschung, Industrie und Anwendung geworden ist. Dr. Deserno ist Mitautor und -herausgeber mehrerer Bücher zur medizinischen Bildverarbeitung und medizinischen Informatik im Springer- und Hanser Verlag sowie Mitglied in den International Editorial Boards der Zeitschriften PLOS ONE, European Journal for Biomedical Informatics, Methods of Information in Medicine, Dentomaxillofacial Radiology, World Journal of Radiology, Acta Informatics Medica, GMS Medical Informatics, Biometry and Epidemiology (MIBE). Er ist Co-Editor für Europa des International Journal of Healthcare Information Systems and Informatics. Er ist Mitherausgeber des Journal of Medical Imaging der Society of Photo-Optical Instrumentation Engineers (SPIE) undA
    Series title Informatik aktuell
    Keywords Computerunterstützte Medizin ; computerunterstützte Diagnose ; Visualisierung ; Bildverarbeitung für die Medizin Buch ; BVM 2023 ; Bilderkennung ; Bildsegmentierung und Bildanalyse ; Bildgestützte Diagnostik und Operationsunterstützung ; Conference Proceedings ; research ; Applications ; Bildanalyse ; Gesellschaft für Informatik ; GI ; Computer-Aided Diagnosis ; medizinische Bildverarbeitung ; Deep Learning ; Computer Science ; Informatics ; Computerunterstützte Diagnose ; Research ; Medizinische Bildverarbeitung
    Language German
    Size 340 p.
    Edition 1
    Publisher Springer Spektrum
    Document type Book ; Conference proceedings
    Note PDA Manuell_22
    Format 155 x 235 x 19
    ISBN 9783658416560 ; 3658416564
    Database PDA

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  4. Book ; Online ; Conference proceedings ; E-Book: Bildverarbeitung für die Medizin 2020

    Tolxdorff, Thomas / Deserno, Thomas M. / Handels, Heinz / Maier, Andreas / Maier-Hein, Klaus H. / Palm, Christoph

    Algorithmen - Systeme - Anwendungen : Proceedings des Workshops vom 15. bis 17. März 2020 in Berlin

    (Informatik aktuell)

    2020  

    Event/congress Workshop Bildverarbeitung für die Medizin (2020, Berlin)
    Author's details Thomas Tolxdorff, Thomas M. Deserno, Heinz Handels, Andreas Maier, Klaus H. Maier-Hein, Christoph Palm (Hrsg.)
    Series title Informatik aktuell
    Keywords Electronic books
    Language German
    Size 1 Online-Ressource (XXIII, 351 Seiten), Illustrationen, Diagramme
    Publisher Springer Vieweg
    Publishing place Wiesbaden
    Publishing country Germany
    Document type Book ; Online ; Conference proceedings ; E-Book
    Remark Zugriff für angemeldete ZB MED-Nutzerinnen und -Nutzer
    HBZ-ID HT020461567
    ISBN 978-3-658-29267-6 ; 9783658292669 ; 3-658-29267-9 ; 3658292660
    DOI 10.1007/978-3-658-29267-6
    Database ZB MED Catalogue: Medicine, Health, Nutrition, Environment, Agriculture

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  5. Book ; Online ; Conference proceedings ; E-Book: Bildverarbeitung für die Medizin 2021

    Palm, Christoph / Deserno, Thomas M. / Handels, Heinz / Maier, Andreas / Maier-Hein, Klaus H. / Tolxdorff, Thomas

    Proceedings, German Workshop on Medical Image Computing, Regensburg, March 7-9, 2021

    (Informatik aktuell)

    2021  

    Event/congress Bildverarbeitung für die Medizin (2021, Regensburg)
    Author's details Christoph Palm, Thomas M. Deserno, Heinz Handels, Andreas Maier, Klaus Maier-Hein, Thomas Tolxdorff (Hrsg.)
    Series title Informatik aktuell
    Keywords Electronic books
    Language German
    Size 1 Online-Ressource (XXV, 361 Seiten), Illustrationen, Diagramme
    Publisher Springer Vieweg
    Publishing place Wiesbaden
    Publishing country Germany
    Document type Book ; Online ; Conference proceedings ; E-Book
    Remark Zugriff für angemeldete ZB MED-Nutzerinnen und -Nutzer
    HBZ-ID HT021192012
    ISBN 978-3-658-33198-6 ; 9783658331979 ; 3-658-33198-4 ; 3658331976
    DOI 10.1007/978-3-658-33198-6
    Database ZB MED Catalogue: Medicine, Health, Nutrition, Environment, Agriculture

    Full text online

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  6. Book ; Online ; Conference proceedings ; E-Book: Bildverarbeitung für die Medizin 2019

    Handels, Heinz / Deserno, Thomas M. / Maier, Andreas / Maier-Hein, Klaus H. / Palm, Christoph / Tolxdorff, Thomas

    Algorithmen - Systeme - Anwendungen : Proceedings des Workshops vom 17. bis 19. März 2019 in Lübeck

    (Informatik aktuell)

    2019  

    Author's details Heinz Handels, Thomas M. Deserno, Andreas Maier, Klaus Hermann Maier-Hein, Christoph Palm, Thomas Tolxdorff Herausgeber
    Series title Informatik aktuell
    Keywords Computer vision ; Optical pattern recognition ; Medical records / Data processing ; Bildverarbeitung ; Medizin ; Bildgebendes Verfahren
    Subject Automatische Bildverarbeitung ; Bilddatenverarbeitung ; Elektronische Bildverarbeitung ; Imageprocessing ; Image processing ; Imaging ; Digitale Bildverarbeitung ; Picture processing ; Bildbearbeitung ; Bildgebendes Diagnoseverfahren ; Diagnostik ; Bilddiagnostik ; Bildgebende Methode ; Medical Imaging ; Medizinische Bildgebung ; Bildgebende Diagnostik ; Bildgebende Verfahren ; Humanmedizin ; Heilkunst ; Medicine
    Language German
    Size 1 Online-Ressource (XXII, 356 Seiten), Illustrationen, Diagramme
    Publisher Springer Vieweg
    Publishing place Wiesbaden
    Publishing country Germany
    Document type Book ; Online ; Conference proceedings ; E-Book
    Remark Zugriff für angemeldete ZB MED-Nutzerinnen und -Nutzer
    HBZ-ID HT020026870
    ISBN 978-3-658-25326-4 ; 9783658253257 ; 3-658-25326-6 ; 3658253258
    DOI 10.1007/978-3-658-25326-4
    Database ZB MED Catalogue: Medicine, Health, Nutrition, Environment, Agriculture

    Full text online

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  7. Article ; Online: Radiomic tractometry reveals tract-specific imaging biomarkers in white matter.

    Neher, Peter / Hirjak, Dusan / Maier-Hein, Klaus

    Nature communications

    2024  Volume 15, Issue 1, Page(s) 303

    Abstract: Tract-specific microstructural analysis of the brain's white matter (WM) using diffusion MRI has been a driver for neuroscientific discovery with a wide range of applications. Tractometry enables localized tissue analysis along tracts but relies on bare ... ...

    Abstract Tract-specific microstructural analysis of the brain's white matter (WM) using diffusion MRI has been a driver for neuroscientific discovery with a wide range of applications. Tractometry enables localized tissue analysis along tracts but relies on bare summary statistics and reduces complex image information along a tract to few scalar values, and so may miss valuable information. This hampers the applicability of tractometry for predictive modelling. Radiomics is a promising method based on the analysis of numerous quantitative image features beyond what can be visually perceived, but has not yet been used for tract-specific analysis of white matter. Here we introduce radiomic tractometry (RadTract) and show that introducing rich radiomics-based feature sets into the world of tractometry enables improved predictive modelling while retaining the localization capability of tractometry. We demonstrate its value in a series of clinical populations, showcasing its performance in diagnosing disease subgroups in different datasets, as well as estimation of demographic and clinical parameters. We propose that RadTract could spark the establishment of a new generation of tract-specific imaging biomarkers with benefits for a range of applications from basic neuroscience to medical research.
    MeSH term(s) Radiomics ; White Matter/diagnostic imaging ; Biomarkers ; Biomedical Research ; Diffusion Magnetic Resonance Imaging
    Chemical Substances Biomarkers
    Language English
    Publishing date 2024-01-05
    Publishing country England
    Document type Journal Article
    ZDB-ID 2553671-0
    ISSN 2041-1723 ; 2041-1723
    ISSN (online) 2041-1723
    ISSN 2041-1723
    DOI 10.1038/s41467-023-44591-3
    Database MEDical Literature Analysis and Retrieval System OnLINE

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  8. Book ; Online ; Conference proceedings ; E-Book: Bildverarbeitung für die Medizin 2018

    Maier, Andreas / Deserno, Thomas M. / Handels, Heinz / Maier-Hein, Klaus H. / Palm, Christoph / Tolxdorff, Thomas

    Algorithmen - Systeme - Anwendungen : proceedings des Workshops vom 11. bis 13. März 2018 in Erlangen

    (Informatik aktuell)

    2018  

    Author's details Andreas Maier, Thomas M. Deserno, Heinz Handels, Klaus H. Maier-Hein, Christoph Palm, Thomas Tolxdorff Herausgeber
    Series title Informatik aktuell
    Keywords Bildverarbeitung ; Medizin ; Bildgebendes Verfahren
    Subject Humanmedizin ; Heilkunst ; Medicine ; Automatische Bildverarbeitung ; Bilddatenverarbeitung ; Elektronische Bildverarbeitung ; Imageprocessing ; Image processing ; Imaging ; Digitale Bildverarbeitung ; Picture processing ; Bildbearbeitung ; Bildgebendes Diagnoseverfahren ; Diagnostik ; Bilddiagnostik ; Bildgebende Methode ; Medical Imaging ; Medizinische Bildgebung ; Bildgebende Diagnostik ; Bildgebende Verfahren
    Language German
    Size 1 Online-Ressource (XXIII, 384 Seiten), Illustrationen, Diagramme
    Publisher Springer Vieweg
    Publishing place Berlin
    Publishing country Germany
    Document type Book ; Online ; Conference proceedings ; E-Book
    Remark Zugriff für angemeldete ZB MED-Nutzerinnen und -Nutzer
    HBZ-ID HT019691100
    ISBN 978-3-662-56537-7 ; 9783662565360 ; 3-662-56537-4 ; 3662565366
    DOI 10.1007/978-3-662-56537-7
    Database ZB MED Catalogue: Medicine, Health, Nutrition, Environment, Agriculture

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  9. Book ; Online ; Conference proceedings ; E-Book: Bildverarbeitung für die Medizin 2017

    Maier-Hein, Klaus H. / Deserno, Thomas M. / Handels, Heinz / Tolxdorff, Thomas

    Algorithmen - Systeme - Anwendungen. Proceedings des Workshops vom 12. bis 14. März 2017 in Heidelberg

    (Informatik aktuell)

    2017  

    Event/congress Workshop Bildverarbeitung für die Medizin (2017, Heidelberg)
    Series title Informatik aktuell
    Keywords Bildanalyse ; Bilderkennung ; Computerunterstützte Medizin ; Computerunterstützte Diagnose ; Visualisierung ; Bildgebendes Verfahren ; Bildverarbeitung
    Subject Automatische Bildverarbeitung ; Bilddatenverarbeitung ; Elektronische Bildverarbeitung ; Imageprocessing ; Image processing ; Imaging ; Digitale Bildverarbeitung ; Picture processing ; Bildbearbeitung ; Bildgebendes Diagnoseverfahren ; Diagnostik ; Bilddiagnostik ; Bildgebende Methode ; Medical Imaging ; Medizinische Bildgebung ; Bildgebende Diagnostik ; Bildgebende Verfahren
    Subject code 610
    Language German
    Size 1 Online-Ressource (XX, 368 Seiten)
    Edition 1. Auflage 2017
    Publisher Springer Berlin Heidelberg
    Publishing place Berlin, Heidelberg
    Publishing country Germany
    Document type Book ; Online ; Conference proceedings ; E-Book
    Note Lizenzpflichtig
    Remark Zugriff für angemeldete ZB MED-Nutzerinnen und -Nutzer
    HBZ-ID HT019360440
    ISBN 978-3-662-54345-0 ; 9783662543443 ; 3-662-54345-1 ; 3662543443
    DOI 10.1007/978-3-662-54345-0
    Database ZB MED Catalogue: Medicine, Health, Nutrition, Environment, Agriculture

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  10. Article: Radiomic tractometry: a rich and tract-specific class of imaging biomarkers for neuroscience and medical applications.

    Neher, Peter / Hirjak, Dusan / Maier-Hein, Klaus

    Research square

    2023  

    Abstract: Tract-specific microstructural analysis of the brain white matter using diffusion MRI is a driver for neuroscientific discovery with a wide range of applications. Current analysis pipelines have conceptual limitations that narrow their applicability and ... ...

    Abstract Tract-specific microstructural analysis of the brain white matter using diffusion MRI is a driver for neuroscientific discovery with a wide range of applications. Current analysis pipelines have conceptual limitations that narrow their applicability and hamper subject-level analysis and predictions. Radiomic tractometry (RadTract) improves upon that, enabling the extraction and analysis of comprehensive and highly informative microstructural feature sets where previous approaches were restricted to bare summary statistics. We demonstrate the added value in a series of neuroscientific applications, including diagnostic tasks as well as the prediction of demographic and clinical measures across various datasets. Being published as an open and easy-to-use Python package, RadTract could spark the establishment of a new generation of tract-specific imaging biomarkers, with direct benefits for a range of applications from basic neuroscience to medical research.
    Language English
    Publishing date 2023-05-23
    Publishing country United States
    Document type Preprint
    DOI 10.21203/rs.3.rs-2950610/v1
    Database MEDical Literature Analysis and Retrieval System OnLINE

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