| Algorithmic surveillance of ICU patients with acute respiratory distress syndrome (ASIC): protocol for a multicentre stepped-wedge cluster randomised quality improvement strategy G Marx, J Bickenbach, SJ Fritsch, JB Kunze, O Maassen, S Deffge, ... BMJ open 11 (4), e045589, 2021 | 20 | 2021 |
| Practice and experience in using parallel and scalable machine learning with heterogenous modular supercomputing architectures M Riedel, R Sedona, C Barakat, P Einarsson, R Hassanian, G Cavallaro, ... 2021 IEEE International Parallel and Distributed Processing Symposium …, 2021 | 11 | 2021 |
| An HPC-driven data science platform to speed-up time series data analysis of patients with the acute respiratory distress syndrome C Barakat, S Fritsch, M Riedel, S Brynjólfsson 2021 44th International Convention on Information, Communication and …, 2021 | 8 | 2021 |
| Lessons learned on using high-performance computing and data science methods towards understanding the acute respiratory distress syndrome (ards) C Barakat, S Fritsch, K Sharafutdinov, G Ingólfsson, A Schuppert, ... 2022 45th Jubilee International Convention on Information, Communication and …, 2022 | 5 | 2022 |
| Analysis of chest X-ray for COVID-19 diagnosis as a use case for an HPC-enabled data analysis and machine learning platform for medical diagnosis support C Barakat, M Aach, A Schuppert, S Brynjólfsson, S Fritsch, M Riedel Diagnostics 13 (3), 391, 2023 | 3 | 2023 |
| Design and Evaluation of Parallel and Scalable Machine Learning Research in Biomedical Modelling Applications C Barakat University of Iceland, School of Engineering and Natural Sciences, Faculty …, 2023 | | 2023 |
| Developing an Artificial Intelligence-Based Representation of a Virtual Patient Model for Real-Time Diagnosis of Acute Respiratory Distress Syndrome CS Barakat, K Sharafutdinov, J Busch, S Saffaran, DG Bates, JG Hardman, ... Diagnostics 13 (12), 2098, 2023 | | 2023 |
| Enabling Hyperparameter-Tuning of AI Models for Healthcare using the CoE RAISE Unique AI Framework for HPC M Riedel, C Barakat, S Fritsch, M Aach, J Busch, A Lintermann, ... 2023 46th MIPRO ICT and Electronics Convention (MIPRO), 435-440, 2023 | | 2023 |
| Design and Evaluation of an HPC-based Expert System to speed-up Retail Data Analysis using Residual Networks Combined with Parallel Association Rule Mining and Scalable … C Barakat, M Riedel, S Brynjólfsson, G Cavallaro, J Busch, R Sedona 2021 44th International Convention on Information, Communication and …, 2021 | | 2021 |
| Protocol: Algorithmic surveillance of ICU patients with acute respiratory distress syndrome (ASIC): protocol for a multicentre stepped-wedge cluster randomised quality … G Marx, J Bickenbach, SJ Fritsch, JB Kunze, O Maassen, S Deffge, ... BMJ Open 11 (4), 2021 | | 2021 |
| VIRTUAL-Fourth BigBrain Workshop: Launch of the Helmholtz International BigBrain Analytics Learning Laboratory (HIBALL)-a pre-OHBM event O Wiestler, S Sparwasser, M Crago, W Marquardt, R Quirion, P Swieboda, ... Update, 2020 | | 2020 |
| Bauman, T. 1130 Bedi, K. 750 Bednjanec, A. 1754 M Aach, A Abiola Periola, I Aedo, S Ahadzhanova, ... | | |
| SMITH Science Day 2022 R Polzin, K Sharafutdinov, H Mayer, C Barakat, G Marx, J Bickenbach, ... | | |
| SMITH Science Day 2022 C Barakat, K Sharafutdinov, A Schuppert, S Fritsch, M Riedel | | |
| SMITH Science Day 2022 K Sharafutdinov, SJ Fritsch, R Polzin, H Mayer, C Barakat, G Marx, ... | | |
| 2021 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW)| 978-1-6654-3577-2/20/$31.00© 2021 IEEE| DOI: 10.1109/IPDPSW52791. 2021.00161 TS Abdelrahman, JC Adams, A Aditya, E Afgan, M Agostini, M Agung, ... | | |
| Modelling and Evaluation of Serial and Parallel Density-Based Clustering for Acute Respiratory Distress Syndrome C Barakat | | |
| Additional info ERFSC Japanese, PKIDA Turkish | | |
