| Exploring novel algorithms for atrial fibrillation detection by driving graduate level education in medical machine learning M Rohr, C Reich, A Höhl, T Lilienthal, T Dege, F Plesinger, V Bulkova, ... Physiological Measurement 43 (7), 074001, 2022 | 7 | 2022 |
| Multi-label classification of cardiac abnormalities for multi-lead ECG recordings based on auto-encoder features and a neural network classifier O Linschmann, M Rohr, KS Leonhardt, CH Antink 2021 Computing in Cardiology (CinC) 48, 1-4, 2021 | 5 | 2021 |
| Detection of atrial fibrillation with an optimized neural network on a RISC-V-based microcontroller for efficient integration into ECG patches I Hoyer, A Utz, A Lüdecke, M Richter, F Wichum, P Gembaczka, K Köhler, ... 2022 IEEE International Symposium on Medical Measurements and Applications …, 2022 | 4 | 2022 |
| Two-Stage Multitask-Learner for PCG Murmur Location Detection M Rohr, B Müller, S Dill, G Güney, CH Antink 2022 Computing in Cardiology (CinC) 498, 1-4, 2022 | 3 | 2022 |
| Design of hardware accelerators for optimized and quantized neural networks to detect atrial fibrillation in patch ECG device with RISC-V I Hoyer, A Utz, A Lüdecke, H Kappert, M Rohr, CH Antink, K Seidl Sensors 23 (5), 2703, 2023 | 2 | 2023 |
| Inference runtime of a neural network to detect atrial fibrillation on customized RISC-V-based hardware lngo Hoyer, A Utz, A Ludecke, M Rohr, C Hoog Antink, K Seidl Current Directions in Biomedical Engineering 8 (2), 703-706, 2022 | 2 | 2022 |
| Accuracy Evaluation of 3D Pose Estimation with MediaPipe Pose for Physical Exercises S Dill, A Rösch, M Rohr, G Güney, L De Witte, E Schwartz, C Hoog Antink Current Directions in Biomedical Engineering 9 (1), 563-566, 2023 | 1 | 2023 |
| Analyzing the Effect of Age and Gender on the Blink Reflex using MediaPipe G Güney, TS Jansen, AK Braczynski, M Rohr, S Dill, C Hoog Antink Current Directions in Biomedical Engineering 9 (1), 423-426, 2023 | 1 | 2023 |
| Estimating thoracic movement with high-sampling rate THz technology C Hoog Antink, R Schulz, M Rohr, K Wenzel, L Liebermeister, R Kohlhaas, ... Sensors 23 (11), 5233, 2023 | 1 | 2023 |
| DeepPlayer: An open‐source SignalPlant plugin for deep learning inference F Plesinger, P Nejedly, Z Koscova, M Rohr, I Viscor, R Smisek, A Ivora, ... Software: Practice and Experience 53 (2), 455-464, 2023 | 1 | 2023 |
| On the Atrial Fibrillation Detection Performance of ECG-DualNet C Reich, M Rohr, T Kircher, C Hoog Antink medRxiv, 2023.06. 01.23290822, 2023 | 1 | 2023 |
| Multiple instance learning framework can facilitate explainability in murmur detection M Rohr, B Müller, S Dill, G Güney, C Hoog Antink PLOS Digital Health 3 (3), e0000461, 2024 | | 2024 |
| An extensive quantitative analysis of the effects of errors in beat-to-beat intervals on all commonly used HRV parameters M Rohr, M Tarvainen, S Miri, G Güney, A Vehkaoja, C Hoog Antink Scientific Reports 14 (1), 2498, 2024 | | 2024 |
| mnmDTW: An extension to Dynamic Time Warping for Camera-based Movement Error Localization S Dill, M Rohr arXiv preprint arXiv:2310.09170, 2023 | | 2023 |
| Transformer Network with Time Prior for Predicting Clinical Outcome from EEG of Cardiac Arrest Patients M Rohr, T Schilke, L Willems, C Reich, S Dill, G Güney, CH Antink 2023 Computing in Cardiology (CinC) 50, 1-4, 2023 | | 2023 |
| Using Consumer Camera and Custom Firmware to Monitor Heart Rate in Terminally Ill Children during Music Therapy M Rohr, MH Antink, S Dill, CH Antink 2023 Computing in Cardiology (CinC) 50, 1-4, 2023 | | 2023 |
| Limitations of Pacemaker Spike Detection in Capacitive ECGs via Deep Learning M Rohr, Z Huang, D Umutcan Uguz, R Dettori, A Napp, M Walter, ... Current Directions in Biomedical Engineering 9 (1), 182-185, 2023 | | 2023 |
| Automatic Generation of Labeled Data for Video-Based Human Pose Analysis via NLP applied to YouTube Subtitles S Dill, SZ Li, M Rohr, M Sharbafi, CH Antink 2023 45th Annual International Conference of the IEEE Engineering in …, 2023 | | 2023 |
| Improving Machine Learning Education During the COVID-Pandemic Using Past Computing in Cardiology Challenges M Rohr, F Plesinger, V Bulkova, CH Antink 2021 Computing in Cardiology (CinC) 48, 1-4, 2021 | | 2021 |
| Lymph Node Navigation in the Head and Neck Area Using 3D Ultrasound Images M Rohr | | 2020 |
