Explainable COVID-19 detection using chest CT scans and deep learning H Alshazly, C Linse, E Barth, T Martinetz Sensors 21 (2), 455, 2021 | 177 | 2021 |
Ensembles of deep learning models and transfer learning for ear recognition H Alshazly, C Linse, E Barth, T Martinetz Sensors 19 (19), 4139, 2019 | 80 | 2019 |
Deep convolutional neural networks for unconstrained ear recognition H Alshazly, C Linse, E Barth, T Martinetz IEEE Access 8, 170295-170310, 2020 | 55 | 2020 |
Handcrafted versus CNN features for ear recognition H Alshazly, C Linse, E Barth, T Martinetz Symmetry 11 (12), 1493, 2019 | 47 | 2019 |
COVID-Nets: deep CNN architectures for detecting COVID-19 using chest CT scans H Alshazly, C Linse, M Abdalla, E Barth, T Martinetz PeerJ Computer Science 7, e655, 2021 | 42 | 2021 |
Towards explainable ear recognition systems using deep residual networks H Alshazly, C Linse, E Barth, SA Idris, T Martinetz IEEE Access 9, 122254-122273, 2021 | 31 | 2021 |
A walk in the black-box: 3D visualization of large neural networks in virtual reality C Linse, H Alshazly, T Martinetz Neural Computing and Applications 34 (23), 21237-21252, 2022 | 6 | 2022 |
Large Neural Networks Learning from Scratch with Very Few Data and without Regularization C Linse, T Martinetz arXiv preprint arXiv:2205.08836, 2022 | 1 | 2022 |
Convolutional Neural Networks Do Work with Pre-Defined Filters C Linse, E Barth, T Martinetz 2023 International Joint Conference on Neural Networks (IJCNN), 1-8, 2023 | | 2023 |
Large Neural Networks Learning from Scratch with Very Few Data and without Explicit Regularization C Linse, T Martinetz Proceedings of the 2023 15th International Conference on Machine Learning …, 2023 | | 2023 |
COVID-Nets: Deep CNN Architectures for Detecting COVID-19 Using Chest CT Scans (preprint) H Alshazly, C Linse, M Abdalla, E Barth, T Martinetz | | 2021 |
Prediction of Protein Function using semantic Fingerprints-Multivariate Data Classification by Artificial Neural Networks involving dimensional Reduction C Linse NTNU, 2016 | | 2016 |
GPS Aided Oil Spill Tracking and Mapping System: Application to Offshore Petroleum Industry N Velmurugan, MH Belay, C Linse, Y Dai, SS Navas, KC Ramesh Kumar Abu Dhabi International Petroleum Exhibition and Conference, D011S017R004, 2015 | | 2015 |
CovidResNet and CovidDenseNet for Transfer Learning of CT based COVID-19 Detection H Alshazly, C Linse, E Barth, T Martinetz | | |