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DRIPS: Domain Randomisation for Image-based Perivascular spaces Segmentation.

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Title: DRIPS: Domain Randomisation for Image-based Perivascular spaces Segmentation.
Authors: Bitar L; German Centre for Neurodegenerative Diseases (DZNE), Magdeburg, Germany.; Institute of Medical Systems Bioinformatics (IMSB), Centre for Molecular Neurobiology (ZMNH), University Medical Centre Hamburg-Eppendorf (UKE), Hamburg, Germany., Díaz M; Multimedia and Computer Vision (MCV) Lab, Universidad del Valle, Cali, Colombia.; Perception and Intelligent Systems (PSI) Research Group, School of Electrical and Electronics Engineering, Universidad del Valle, Cali, Colombia., Coello RD; Institute for Neuroscience and Cardiovascular Research, Row Fogo Centre for Research into Ageing and The Brain, Department of Neuroimaging Sciences, The University of Edinburgh, Edinburgh, UK.; UK Dementia Research Institute Centre at the University of Edinburgh, Edinburgh, UK., Valdés-Hernández MDC; Institute for Neuroscience and Cardiovascular Research, Row Fogo Centre for Research into Ageing and The Brain, Department of Neuroimaging Sciences, The University of Edinburgh, Edinburgh, UK.; UK Dementia Research Institute Centre at the University of Edinburgh, Edinburgh, UK., Mattern H; German Centre for Neurodegenerative Diseases (DZNE), Magdeburg, Germany.; Center for Behavioural Brain Sciences (CBBS), Magdeburg, Germany.; Biomedical Magnetic Resonance, Otto-von-Guericke University, Magdeburg, Germany., Neumann K; Department of Neurology, University Hospital Magdeburg, Magdeburg, Germany., Pfister M; Department of Neurology, University Hospital Magdeburg, Magdeburg, Germany., Beck C; Department of Neurology, University Hospital Magdeburg, Magdeburg, Germany., Mai HT; Department of Neurology, University Hospital Magdeburg, Magdeburg, Germany., Fuchs E; Clinic for Neuroradiology, University of Magdeburg, Magdeburg, Germany., Tang S; Department of Bioengineering, University of California San Francisco, San Francisco, CA, USA.; Department of Bioengineering, University of California Berkeley, Berkeley, CA, USA., Tosun D; Department of Radiology and Biomedical Imaging, University of California San Francisco, San Francisco, CA, USA., Besteher B; Centre for Intervention and Research on adaptive and maladaptive brain Circuits underlying mental health (C-I-R-C), Halle-Jena-Magdeburg.; Department of Psychiatry and Psychotherapy, Jena University Hospital, Jena, Germany.; German Centre for Mental Health (DZPG), partner site Halle-Jena-Magdeburg, Germany., Rocktäschel T; Centre for Intervention and Research on adaptive and maladaptive brain Circuits underlying mental health (C-I-R-C), Halle-Jena-Magdeburg., Reuken PA; Department of Internal Medicine IV, Gastroenterology, Hepatology and Infectious diseases, Jena University Hospital., Stallmach A; Department of Internal Medicine IV, Gastroenterology, Hepatology and Infectious diseases, Jena University Hospital., Opel N; Department of Psychiatry & Neuroscience, Campus Benjamin Franklin, Charité Universitätsmedizin Berlin, Germany.; German Centre for Mental Health (DZPG), partner site Berlin-Potsdam, Germany., Gaser C; Centre for Intervention and Research on adaptive and maladaptive brain Circuits underlying mental health (C-I-R-C), Halle-Jena-Magdeburg.; Department of Psychiatry and Psychotherapy, Jena University Hospital, Jena, Germany.; German Centre for Mental Health (DZPG), partner site Halle-Jena-Magdeburg, Germany.; Department of Neurology, Jena University Hospital, Jena, Germany., Walter M; Centre for Intervention and Research on adaptive and maladaptive brain Circuits underlying mental health (C-I-R-C), Halle-Jena-Magdeburg.; Department of Psychiatry and Psychotherapy, Jena University Hospital, Jena, Germany.; German Centre for Mental Health (DZPG), partner site Halle-Jena-Magdeburg, Germany., Dörner M; German Centre for Neurodegenerative Diseases (DZNE), Magdeburg, Germany.; Department of Consultation-Liaison-Psychiatry and Psychosomatic Medicine, University Hospital Zurich, Zurich, Switzerland., Arndt P; German Centre for Neurodegenerative Diseases (DZNE), Magdeburg, Germany.; Department of Neurology, University Hospital Magdeburg, Magdeburg, Germany., Behme D; Clinic for Neuroradiology, University of Magdeburg, Magdeburg, Germany., Piechowiak C; Division of Cardiology and Angiology, University Hospital Magdeburg, Magdeburg, Germany., Lading Y; Division of Cardiology and Angiology, University Hospital Magdeburg, Magdeburg, Germany., Müller P; Division of Cardiology and Angiology, University Hospital Magdeburg, Magdeburg, Germany., Braun-Dullaeus R; Division of Cardiology and Angiology, University Hospital Magdeburg, Magdeburg, Germany., Meuth SG; Department of Neurology, Heinrich-Heine-University, Düsseldorf, Germany., Wardlaw JM; Institute for Neuroscience and Cardiovascular Research, Row Fogo Centre for Research into Ageing and The Brain, Department of Neuroimaging Sciences, The University of Edinburgh, Edinburgh, UK.; UK Dementia Research Institute Centre at the University of Edinburgh, Edinburgh, UK., Schreiber S; German Centre for Neurodegenerative Diseases (DZNE), Magdeburg, Germany.; Department of Neurology, University Hospital Magdeburg, Magdeburg, Germany., Trujillo M; Multimedia and Computer Vision (MCV) Lab, Universidad del Valle, Cali, Colombia., Düzel E; German Centre for Neurodegenerative Diseases (DZNE), Magdeburg, Germany.; Institute of Cognitive Neurology and Dementia Research, Otto-von-Guericke University Magdeburg, Magdeburg, Germany., Ziegler G; German Centre for Neurodegenerative Diseases (DZNE), Magdeburg, Germany.; Institute of Cognitive Neurology and Dementia Research, Otto-von-Guericke University Magdeburg, Magdeburg, Germany., Bernal J; German Centre for Neurodegenerative Diseases (DZNE), Magdeburg, Germany.; Institute for Neuroscience and Cardiovascular Research, Row Fogo Centre for Research into Ageing and The Brain, Department of Neuroimaging Sciences, The University of Edinburgh, Edinburgh, UK.; Institute of Cognitive Neurology and Dementia Research, Otto-von-Guericke University Magdeburg, Magdeburg, Germany.; Cerebrovascular Imaging and Research Lab, Department Artificial Intelligence in Biomedical Engineering (AIBE), Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Erlangen, Germany.
Source: MedRxiv : the preprint server for health sciences [medRxiv] 2025 Oct 30. Date of Electronic Publication: 2025 Oct 30.
Publication Type: Journal Article; Preprint
Journal Info: Country of Publication: United States NLM ID: 101767986 Publication Model: Electronic Cited Medium: Internet NLM ISO Abbreviation: medRxiv Subsets: PubMed not MEDLINE
Database: MEDLINE Ultimate
FullText Text:
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PubType: Academic Journal
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  Data: <searchLink fieldCode="AU" term="%22Bitar+L%22">Bitar L</searchLink>; German Centre for Neurodegenerative Diseases (DZNE), Magdeburg, Germany.; Institute of Medical Systems Bioinformatics (IMSB), Centre for Molecular Neurobiology (ZMNH), University Medical Centre Hamburg-Eppendorf (UKE), Hamburg, Germany.<br /><searchLink fieldCode="AU" term="%22Díaz+M%22">Díaz M</searchLink>; Multimedia and Computer Vision (MCV) Lab, Universidad del Valle, Cali, Colombia.; Perception and Intelligent Systems (PSI) Research Group, School of Electrical and Electronics Engineering, Universidad del Valle, Cali, Colombia.<br /><searchLink fieldCode="AU" term="%22Coello+RD%22">Coello RD</searchLink>; Institute for Neuroscience and Cardiovascular Research, Row Fogo Centre for Research into Ageing and The Brain, Department of Neuroimaging Sciences, The University of Edinburgh, Edinburgh, UK.; UK Dementia Research Institute Centre at the University of Edinburgh, Edinburgh, UK.<br /><searchLink fieldCode="AU" term="%22Valdés-Hernández+MDC%22">Valdés-Hernández MDC</searchLink>; Institute for Neuroscience and Cardiovascular Research, Row Fogo Centre for Research into Ageing and The Brain, Department of Neuroimaging Sciences, The University of Edinburgh, Edinburgh, UK.; UK Dementia Research Institute Centre at the University of Edinburgh, Edinburgh, UK.<br /><searchLink fieldCode="AU" term="%22Mattern+H%22">Mattern H</searchLink>; German Centre for Neurodegenerative Diseases (DZNE), Magdeburg, Germany.; Center for Behavioural Brain Sciences (CBBS), Magdeburg, Germany.; Biomedical Magnetic Resonance, Otto-von-Guericke University, Magdeburg, Germany.<br /><searchLink fieldCode="AU" term="%22Neumann+K%22">Neumann K</searchLink>; Department of Neurology, University Hospital Magdeburg, Magdeburg, Germany.<br /><searchLink fieldCode="AU" term="%22Pfister+M%22">Pfister M</searchLink>; Department of Neurology, University Hospital Magdeburg, Magdeburg, Germany.<br /><searchLink fieldCode="AU" term="%22Beck+C%22">Beck C</searchLink>; Department of Neurology, University Hospital Magdeburg, Magdeburg, Germany.<br /><searchLink fieldCode="AU" term="%22Mai+HT%22">Mai HT</searchLink>; Department of Neurology, University Hospital Magdeburg, Magdeburg, Germany.<br /><searchLink fieldCode="AU" term="%22Fuchs+E%22">Fuchs E</searchLink>; Clinic for Neuroradiology, University of Magdeburg, Magdeburg, Germany.<br /><searchLink fieldCode="AU" term="%22Tang+S%22">Tang S</searchLink>; Department of Bioengineering, University of California San Francisco, San Francisco, CA, USA.; Department of Bioengineering, University of California Berkeley, Berkeley, CA, USA.<br /><searchLink fieldCode="AU" term="%22Tosun+D%22">Tosun D</searchLink>; Department of Radiology and Biomedical Imaging, University of California San Francisco, San Francisco, CA, USA.<br /><searchLink fieldCode="AU" term="%22Besteher+B%22">Besteher B</searchLink>; Centre for Intervention and Research on adaptive and maladaptive brain Circuits underlying mental health (C-I-R-C), Halle-Jena-Magdeburg.; Department of Psychiatry and Psychotherapy, Jena University Hospital, Jena, Germany.; German Centre for Mental Health (DZPG), partner site Halle-Jena-Magdeburg, Germany.<br /><searchLink fieldCode="AU" term="%22Rocktäschel+T%22">Rocktäschel T</searchLink>; 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Department of Psychiatry and Psychotherapy, Jena University Hospital, Jena, Germany.; German Centre for Mental Health (DZPG), partner site Halle-Jena-Magdeburg, Germany.; Department of Neurology, Jena University Hospital, Jena, Germany.<br /><searchLink fieldCode="AU" term="%22Walter+M%22">Walter M</searchLink>; Centre for Intervention and Research on adaptive and maladaptive brain Circuits underlying mental health (C-I-R-C), Halle-Jena-Magdeburg.; Department of Psychiatry and Psychotherapy, Jena University Hospital, Jena, Germany.; German Centre for Mental Health (DZPG), partner site Halle-Jena-Magdeburg, Germany.<br /><searchLink fieldCode="AU" term="%22Dörner+M%22">Dörner M</searchLink>; German Centre for Neurodegenerative Diseases (DZNE), Magdeburg, Germany.; Department of Consultation-Liaison-Psychiatry and Psychosomatic Medicine, University Hospital Zurich, Zurich, Switzerland.<br /><searchLink fieldCode="AU" term="%22Arndt+P%22">Arndt P</searchLink>; German Centre for Neurodegenerative Diseases (DZNE), Magdeburg, Germany.; Department of Neurology, University Hospital Magdeburg, Magdeburg, Germany.<br /><searchLink fieldCode="AU" term="%22Behme+D%22">Behme D</searchLink>; Clinic for Neuroradiology, University of Magdeburg, Magdeburg, Germany.<br /><searchLink fieldCode="AU" term="%22Piechowiak+C%22">Piechowiak C</searchLink>; Division of Cardiology and Angiology, University Hospital Magdeburg, Magdeburg, Germany.<br /><searchLink fieldCode="AU" term="%22Lading+Y%22">Lading Y</searchLink>; Division of Cardiology and Angiology, University Hospital Magdeburg, Magdeburg, Germany.<br /><searchLink fieldCode="AU" term="%22Müller+P%22">Müller P</searchLink>; Division of Cardiology and Angiology, University Hospital Magdeburg, Magdeburg, Germany.<br /><searchLink fieldCode="AU" term="%22Braun-Dullaeus+R%22">Braun-Dullaeus R</searchLink>; Division of Cardiology and Angiology, University Hospital Magdeburg, Magdeburg, Germany.<br /><searchLink fieldCode="AU" term="%22Meuth+SG%22">Meuth SG</searchLink>; Department of Neurology, Heinrich-Heine-University, Düsseldorf, Germany.<br /><searchLink fieldCode="AU" term="%22Wardlaw+JM%22">Wardlaw JM</searchLink>; Institute for Neuroscience and Cardiovascular Research, Row Fogo Centre for Research into Ageing and The Brain, Department of Neuroimaging Sciences, The University of Edinburgh, Edinburgh, UK.; UK Dementia Research Institute Centre at the University of Edinburgh, Edinburgh, UK.<br /><searchLink fieldCode="AU" term="%22Schreiber+S%22">Schreiber S</searchLink>; German Centre for Neurodegenerative Diseases (DZNE), Magdeburg, Germany.; Department of Neurology, University Hospital Magdeburg, Magdeburg, Germany.<br /><searchLink fieldCode="AU" term="%22Trujillo+M%22">Trujillo M</searchLink>; Multimedia and Computer Vision (MCV) Lab, Universidad del Valle, Cali, Colombia.<br /><searchLink fieldCode="AU" term="%22Düzel+E%22">Düzel E</searchLink>; German Centre for Neurodegenerative Diseases (DZNE), Magdeburg, Germany.; Institute of Cognitive Neurology and Dementia Research, Otto-von-Guericke University Magdeburg, Magdeburg, Germany.<br /><searchLink fieldCode="AU" term="%22Ziegler+G%22">Ziegler G</searchLink>; German Centre for Neurodegenerative Diseases (DZNE), Magdeburg, Germany.; Institute of Cognitive Neurology and Dementia Research, Otto-von-Guericke University Magdeburg, Magdeburg, Germany.<br /><searchLink fieldCode="AU" term="%22Bernal+J%22">Bernal J</searchLink>; German Centre for Neurodegenerative Diseases (DZNE), Magdeburg, Germany.; Institute for Neuroscience and Cardiovascular Research, Row Fogo Centre for Research into Ageing and The Brain, Department of Neuroimaging Sciences, The University of Edinburgh, Edinburgh, UK.; Institute of Cognitive Neurology and Dementia Research, Otto-von-Guericke University Magdeburg, Magdeburg, Germany.; Cerebrovascular Imaging and Research Lab, Department Artificial Intelligence in Biomedical Engineering (AIBE), Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Erlangen, Germany.
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