Publications

Stefan Lenz, Daniela Zöller, Moritz Hess, Harald Binder
Architectures for distributed privacy-preserving deep learning
Deutsche Gesellschaft für Medizinische Informatik, Biometrie und Epidemiologie. 63. Jahrestagung der GMDS, Osnabrück, 02.-06.09.2018. Düsseldorf: German Medical Science GMS Publishing House; 2018. DocAbstr. 207, DOI: 10.3205/18gmds097
Martin Treppner, Stefan Lenz, Harald Binder, Daniela Zöller
Modeling Activity Tracker Data Using Deep Boltzmann Machines
Studies in Health Technology and Informatics, Volume 253: German Medical Data Sciences: A Learning Healthcare System, DOI: 10.3233/978-1-61499-896-9-155
Dennis Kadioglu, Bernhard Breil, Christian Knell, Martin Lablans, Sebastian Mate, Danijela Schlue, Hubert Serve, Holger Storf, Frank Ückert, Thomas Wagner, Paul Weingardt, Hans-Ulrich Prokosch
Samply.MDR – A Metadata Repository and Its Application in Various Research Networks
Studies in Health Technology and Informatics, Volume 253: German Medical Data Sciences: A Learning Healthcare System, DOI: 10.3233/978-1-61499-896-9-50
Christian Gulden, Sebastian Mate, Hans-Ulrich Prokosch, Stefan Kraus
Investigating the Capabilities of FHIR Search for Clinical Trial Phenotyping
Studies in Health Technology and Informatics, Volume 253: German Medical Data Sciences: A Learning Healthcare System, DOI: 10.3233/978-1-61499-896-9-3 
Hans-Ulrich Prokosch; Till Acker; Johannes Bernarding; Harald Binder; Martin Boeker; Melanie Boerries; Philipp Daumke; Thomas Ganslandt; Jürgen Hesser; Gunther Höning; Michael Neumaier; Kurt Marquardt; Harald Renz; Hermann-Josef Rothkötter; Carmen Schade-Brittinger; Paul Schmücker; Jürgen Schüttler; Martin Sedlmayr; Hubert Serve; Keywan Sohrabi; Holger Storf
MIRACUM: Medical Informatics in Research and Care in University Medicine – A Large Data Sharing Network to Enhance Translational Research and Medical Care
Methods Inf Med 2018; 57(Open 1): e82– e91, DOI: 3414/ME17–02–0025

Prof. Dr. Martin Sedlmayr, Prof. Dr. Hans-Ulrich Prokosch
Datenaustausch in der Forschung via OMOP/OHDSI
EHEALTHCOM 4/18, COMPLEX|Medizininformatik 34-37, Juni 2018

Petra Knaup, Thomas M. Deserno, Hans-Ulrich Prokosch, Ulrich Sax
Implementation of a National Framework to Promote Health Data Sharing
CC-BY-NC-ND 4.0 · Yearb Med Inform, April 2018, DOI: 10.1055/s-0038-1641210

Hinderer M, Boerries M, Boeker M, Neumaier M, Loubal FP, Acker T, Brunner M, Prokosch HU, Christoph J.
Implementing Pharmacogenomic Clinical Decision Support into German Hospitals.
Stud Health Technol Inform. 2018;247:870-874. Doi: 10.3233/978-1-61499-852-5-870
Maier C, Lang L, Storf H, Vormstein P, Bieber R, Bernarding J, Herrmann T, Haverkamp C, Horki P, Laufer J, Berger F, Höning G, Fritsch HW, Schüttler J, Ganslandt T, Prokosch HU, Sedlmayr M
Towards Implementation of OMOP in a German University Hospital Consortium
Appl Clin Inform. 2018 Jan;9(1):54-61. DOI: 10.1055/s-0037-1617452. Epub 2018 Jan 24
Haverkamp C, Ganslandt T, Horki P, Boeker M, Dörfler A, Schwab S, Berkefeld J, Pfeilschifter W, Niesen WD, Egger K, Kaps M, Brockmann MA, Neumaier-Probst E, Szabo K, Skalej M, Bien S, Best C, Prokosch HU, Urbach H
Regional Differences in Thrombectomy Rates: Secondary use of Billing Codes in the MIRACUM (Medical Informatics for Research and Care in University Medicine) Consortium
Clin Neuroradiol. 2018 Jan 8. DOI: 10.1007/s00062-017-0656-y. [Epub ahead of print] PubMed PMID: 29313057.
Christoph J, Knell C, Bosserhoff A, Naschberger E, Stürzl M, Rübner M, Seuss H, Ruh M, Prokosch HU, Sedlmayr B
Usability and Suitability of the Omics-Integrating Analysis Platform tranSMART for Translational Research and Education
Applied Clinical Informatics Vol. 8: Issue 4 2017:1173-1183. DOI: 10.4338/ACI-2017-05-RA-0085.
Hinderer M, Boeker M, Wagner SA, Lablans M, Newe S, Hülsemann JL, Neumaier M, Binder H, Renz H, Acker T, Prokosch HU, Sedlmayr M.
Integrating clinical decision support systems for pharmacogenomic testing into clinical routine – a scoping review of designs of user-system interactions in recent system development.
BMC Med Inform Decis Mak. 2017 Jun 6;17(1):81. DOI: 10.1186/s12911-017-0480-y.
Hinderer M, Boeker M, Wagner SA, Binder H, Ückert F, Hülsemann JL, Neumaier M, Schade-Brittinger C, Acker T, Prokosch HU, Sedlmayr B.
The experience of physicians in pharmacogenomic clinical decision support within eight German University Hospitals.
Pharmacogenomics 2017 Jun;18(8):773-785. Doi: 10.2217/pgs-2017-0027.
Hinderer M, Boerries M, Haller F, Wagner S, Sollfranke S, Acker T, Prokosch HU. Christoph J.
Supporting Molecular Tumor Boards in Molecular-guided Decision-making – the Current Status of Five German University Hospitals.
Stud Health Technol Inform. 2017;236:48-54. Doi: 10.3233/978-1-61499-759-7-48
Christoph J, Knell C, Naschberger E, Stürzl M, Maier C, Prokosch HU, Sedlmayr M.
Two Years of tranSMART in a University Hospital for Translational Research and Education.
Stud Health Technol Inform. 2017;236:70-79.
Knell C, Sedlmayr M, Christoph J.
Developing Interactive Plug-ins for tranSMART Using the SmartR Framework: The Case of Survival Analysis.
Stud Health Technol Inform. 2017;236:375-382.
Prabhune, A, Stotzka, Gertz, M., Hesser, J.
Managing Provenance for Medical Datasets An Example Case for Documenting the Workflow for Image Processing.
Health Informatics, Porto, Feb. 2017.

 

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