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Holger Fröhlich

Fraunhofer Institute for Algorithms and Scientific Computing SCAI

Sankt Augustin

Germany

  • Fraunhofer Institute for Algorithms and Scientific Computing SCAI

SCHOLARLY PAPERS

5

DOWNLOADS

453

TOTAL CITATIONS

2

Scholarly Papers (5)

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1.

RADAR-AD:: Assessment of Multiple Remote Monitoring Technologies for Early Detection of Alzheimer's Disease

Number of pages: 26 Posted: 25 Jan 2024
Manuel Lentzen, Srinivasan Vairavan, Marijn Muurling, Vasilis Alepopoulos, Alankar Atreya, Merce Boada, Casper de Boer, Pauline Conde, Jelena Curcic, Giovanni B. Frisoni, Samantha Galluzzi, Martha Therese Gjestsen, Mara Gkioka, Margarita Grammatikopoulou, Lucrezia Hausner, Chris Hinds, Ioulietta Lazarou, Alexandre de Mendonça, Spiros Nikolopoulos, Dorota Religa, Gaetano Scebba, Pieter-Jelle Visser, Gayle Wittenberg, Vaibhav A. Narayan, Neva Coello, Anna-Katharine Brem, Dag Aarsland, Holger Fröhlich and RADAR-AD
Fraunhofer Institute for Algorithms and Scientific Computing SCAI, Janssen Research & Development, LLC, VU University Amsterdam - Alzheimer Center Amsterdam, Information Technologies Institute - Centre for Research & Technology Hellas, University of Oxford, Universitat Internacional de Catalunya, VU University Amsterdam - Alzheimer Center Amsterdam, King’s College London, Novartis - Biomedical Research, University of Geneva - Geneva University Hospitals, IRCCS Istituto Centro San Giovanni di Dio Fatebenefratelli - Laboratory Alzheimer’s Neuroimaging & Epidemiology, University of Stavanger - Stavanger University Hospital, Aristotle University of Thessaloniki, Information Technologies Institute - Centre for Research & Technology Hellas, Heidelberg University - Central Institute of Mental Health, University of Oxford, Information Technologies Institute - Centre for Research & Technology Hellas, University of Lisbon - Faculty of Medicine, Information Technologies Institute - Centre for Research & Technology Hellas, Karolinska Institutet - Center for Alzheimer's Research, Novartis - Biomedical Research, VU University Amsterdam - Alzheimer Center Amsterdam, Janssen Research & Development, LLC, Davos Alzheimer’s collaborative, Novartis Pharma AG, King’s College London, King’s College London, Fraunhofer Institute for Algorithms and Scientific Computing SCAI and Independent
Downloads 146 (505,974)
Citation 2

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Alzheimer's disease, remote monitoring technologies, wearables, mobile applications

2.

Wrist-Worn Devices Detect Sleep Architecture Changes Throughout Alzheimer's Disease Progression But May Underestimate Their Magnitude

Number of pages: 21 Posted: 21 Nov 2024
Alankar Atreya, Casper de Boer, Marijn Muurling, Srinivasan Vairavan, Aiden Doherty, Jelena Curcic, Spiros Nikolopoulos, Holger Fröhlich, Anna-Katharine Brem, Neva Coello, Gayle Wittenberg, Cornelia van Duijn, Pieter Jelle Visser, Dag Aarsland and Chris Hinds
University of Oxford, VU University Amsterdam - Alzheimer Center Amsterdam, VU University Amsterdam - Alzheimer Center Amsterdam, Janssen Research & Development, LLC, University of Oxford, Novartis - Biomedical Research, Information Technologies Institute - Centre for Research & Technology Hellas, Fraunhofer Institute for Algorithms and Scientific Computing SCAI, King’s College London, Novartis Pharma AG, Janssen Research & Development, LLC, University of Oxford, University of Amsterdam - University Medical Center, King’s College London and University of Oxford
Downloads 123 (588,531)

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Alzheimer's disease, sleep stages, sleep architecture, REM sleep, WASO, Sleep efficiency, Fitbit, wearables

3.

Towards Realizing the Vision of Precision Medicine: AI Based Prediction of Clinical Drug Response

THELANCETNEUROLOGY-D-20-01413
Number of pages: 59 Posted: 01 Dec 2020
Johann de Jong, Ioana Cutcutache, Matthew Page, Sami Elmoufti, Cynthia Dilley, Holger Fröhlich and Martin Armstrong
UCB Biosciences GmbH - Data & Translational Sciences, UCB Pharma, UK - Data & Translational Sciences, UCB Pharma, UK - Data & Translational Sciences, UCB Biosciences Inc - Late Development Statistics, Head of Asset Strategy - UCB, Inc., Fraunhofer Institute for Algorithms and Scientific Computing SCAI and UCB Pharma, Belgium - Data & Translational Sciences
Downloads 103 (694,528)

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4.

MultiNSDE: Treatment-Aware Neural SDEs for Generative Modelingof Real and Counterfactual Patient Trajectories ​

Number of pages: 26 Posted: 11 Jun 2026
Diego Valderrama, India Mähler, Achille Fourtoy, Annika Gerken, Sven Stodtmann and Holger Fröhlich
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Fraunhofer Institute for Digital Medicine MEVIS, affiliation not provided to SSRN and Fraunhofer Institute for Algorithms and Scientific Computing SCAI
Downloads 56

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Longitudinal clinical trial data, Counterfactual simulation, Synthetic control arms, Neuralstochastic differential equations

5.

On the Trade-Off between Fidelity, Utility and Privacy of Synthetic Patient Data

Number of pages: 32 Posted: 21 Nov 2024
Tim Adams, Colin Birkenbihl, Karen Otte, Hwei Geok Ng, Jonas Adrian Rieling, Anatol-Fiete Näher, Ulrich Sax, Fabian Prasser, Holger Fröhlich, Sneak Peek Administrator and Alzheimer’s Disease Neuroimaging Initiative (ADNI)
Fraunhofer Institute for Algorithms and Scientific Computing SCAI, Fraunhofer Institute for Algorithms and Scientific Computing SCAI, Berlin Institute of Health, Fraunhofer Institute for Algorithms and Scientific Computing SCAI, University of Göttingen - University Medical Centre, University of Potsdam - Hasso Plattner Institute (HPI), University of Göttingen - University Medical Centre, Berlin Institute of Health, Fraunhofer Institute for Algorithms and Scientific Computing SCAI, Independent and Independent
Downloads 25 (1,399,036)

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