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A framework for employing longitudinally collected multicenter electronic health records to stratify heterogeneous patient populations on disease history2022 Journal of the American Medical Informatics Association article Computer Science Machine Learning in Healthcare Open access
Marc P. Maurits, Ilya Korsunsky, Soumya Raychaudhuri, Shawn N. Murphy, Jordan W. Smoller, Scott T. Weiss, +8 more
13citations -
Application of convex hull analysis for the evaluation of data heterogeneity between patient populations of different origin and implications of hospital bias in downstream machine-learning-based data processing: A comparison of 4 critical-care patient datasets
Konstantin Sharafutdinov, Jayesh Sudhir Bhat, Sebastian Johannes Fritsch, Kateryna Nikulina, Moein E. Samadi, Richard Polzin, +4 more
12citations -
Affect, emotions, and crime decision-making: emerging insights from immersive 360° video experiments2024 Journal of Experimental Criminology article Computer Science Virtual Reality Applications and Impacts Open access
Shaina Herman, Timothy C. Barnum, Paola Emilia Minà, Peter Wozniak, Jean‐Louis van Gelder
12citations -
MetaMorph: AI Assistance to Transform Lo-Fi Sketches to Higher Fidelities2020 Australian Conference on Human-Computer Interaction (OzCHI) conference-paper Computer Science Usability and User Interface Design
Vinoth Pandian Sermuga Pandian, Sarah Suleri, Christian Beecks, Matthias Jarke
10citations -
Design Knowledge for Virtual Learning Companions from a Value-centered Perspective2024 Communications of the Association for Information Systems article Computer Science Intelligent Tutoring Systems and Adaptive Learning Open access
Ricarda Schlimbach, Bijan Khosrawi-Rad, Tim Christopher Lange, Timo Strohmann, Susanne Robra-Bissantz
9citations -
Distributed Skin Lesion Analysis Across Decentralised Data Sources2021 Studies in health technology and informatics book-chapter Computer Science Privacy-Preserving Technologies in Data Open access
Yongli Mou, Sascha Welten, Mehrshad Jaberansary, Yeliz Üçer Yediel, Toralf Kirsten, Stefan Decker, +1 more
9citations -
ManiVault: A Flexible and Extensible Visual Analytics Framework for High-Dimensional Data2023 IEEE Transactions on Visualization and Computer Graphics article Computer Science Data Visualization and Analytics Open access
Alexander Vieth, Thomas Kroes, Julian Thijssen, Baldur van Lew, Jeroen Eggermont, Soumyadeep Basu, +4 more
9citations -
Registration of Image Modalities for Analyses of Tissue Samples Using 3D Image Modelling2020 PROTEOMICS - CLINICAL APPLICATIONS article Computer Science Medical Image Segmentation Techniques Open access
Juliane Hermann, Kai Brehmer, Vera Jankowski, Michaela Lellig, Mathias Hohl, Felix Mahfoud, +5 more
6citations -
Tracked ultrasound registration for intraoperative navigation during pediatric bone tumor resections with soft tissue components: a porcine cadaver study2023 International Journal of Computer Assisted Radiology and Surgery article Computer Science Medical Image Segmentation Techniques Open access
Jasper M. van der Zee, Matthijs Fitski, Michiel A. J. van de Sande, Myrthe A. D. Buser, Marijn A. J. Hiep, Cecilia E. J. Terwisscha van Scheltinga, +8 more
5citations