| Realistic in silico generation and augmentation of single-cell RNA-seq data using generative adversarial networks M Marouf, P Machart, V Bansal, C Kilian, DS Magruder, CF Krebs, S Bonn Nature communications 11 (1), 166, 2020 | 162 | 2020 |
| Deep learning–based cell composition analysis from tissue expression profiles K Menden, M Marouf, S Oller, A Dalmia, DS Magruder, K Kloiber, ... Science advances 6 (30), eaba2619, 2020 | 138 | 2020 |
| Algorithm for EMG noise level approximation in ECG signals M Marouf, L Saranovac, G Vukomanovic Biomedical Signal Processing and Control 34, 158-165, 2017 | 30 | 2017 |
| Multi-purpose ECG telemetry system M Marouf, G Vukomanovic, L Saranovac, M Bozic Biomedical engineering online 16, 1-20, 2017 | 29 | 2017 |
| A machine learning-based method for simulation of ship speed profile in a complex ice field AS Milaković, F Li, M Marouf, S Ehlers Ships and offshore structures 15 (9), 974-980, 2020 | 23 | 2020 |
| Realistic in silico generation and augmentation of single cell RNA-seq data using Generative Adversarial Neural Networks M Marouf, P Machart, V Bansal, C Kilian, DS Magruder, CF Krebs, S Bonn bioRxiv, 390153, 2018 | 18 | 2018 |
| Adaptive EMG noise reduction in ECG signals using noise level approximation M Marouf, L Saranovac 2017 International Conference on Robotics and Machine Vision 10613, 88-96, 2017 | 4 | 2017 |
| FPGA implementation of neural network as processing element in ice detector M Marouf, J Popovic-Bozovic, I Popovic 11th Symposium on Neural Network Applications in Electrical Engineering, 81-84, 2012 | 4 | 2012 |
| DISCERN: deep single-cell expression reconstruction for improved cell clustering and cell subtype and state detection F Hausmann, C Ergen, R Khatri, M Marouf, S Hänzelmann, N Gagliani, ... Genome Biology 24 (1), 212, 2023 | 2 | 2023 |
| DiSCERN-Deep Single Cell Expression ReconstructioN for improved cell clustering and cell subtype and state detection (preprint) F Hausmann, C Ergen-Behr, R Khatri, M Marouf, S Hänzelmann, ... | | 2022 |
| ICE DETECTOR EMBEDDED SYSTEM DESIGN M Marouf, I Popović | | |
| Adaptive wavelet based edge detection in noisy images D El Mezeni, M Marouf, L Saranovac | | |
Stefan BonnProfessor for Medical Systems Biology, UKE and ZMN HamburgVerifierad e-postadress på uke.de
