| Skin lesion classification using ensembles of multi-resolution EfficientNets with meta data N Gessert, M Nielsen, M Shaikh, R Werner, A Schlaefer MethodsX 7, 100864, 2020 | 273 | 2020 |
| Skin lesion classification using CNNs with patch-based attention and diagnosis-guided loss weighting N Gessert, T Sentker, F Madesta, R Schmitz, H Kniep, I Baltruschat, ... IEEE Transactions on Biomedical Engineering 67 (2), 495-503, 2019 | 133 | 2019 |
| Automatic plaque detection in IVOCT pullbacks using convolutional neural networks N Gessert, M Lutz, M Heyder, S Latus, DM Leistner, YS Abdelwahed, ... IEEE transactions on medical imaging 38 (2), 426-434, 2018 | 110 | 2018 |
| Skin lesion diagnosis using ensembles, unscaled multi-crop evaluation and loss weighting N Gessert, T Sentker, F Madesta, R Schmitz, H Kniep, I Baltruschat, ... arXiv preprint arXiv:1808.01694, 2018 | 85 | 2018 |
| Multiple sclerosis lesion activity segmentation with attention-guided two-path CNNs N Gessert, J Krüger, R Opfer, AC Ostwaldt, P Manogaran, HH Kitzler, ... Computerized Medical Imaging and Graphics 84, 101772, 2020 | 47 | 2020 |
| A deep learning approach for pose estimation from volumetric OCT data N Gessert, M Schlüter, A Schlaefer Medical image analysis 46, 162-179, 2018 | 45 | 2018 |
| Fully automated longitudinal segmentation of new or enlarged multiple sclerosis lesions using 3D convolutional neural networks J Krüger, R Opfer, N Gessert, AC Ostwaldt, P Manogaran, HH Kitzler, ... NeuroImage: Clinical 28, 102445, 2020 | 44 | 2020 |
| Force estimation from OCT volumes using 3D CNNs N Gessert, J Beringhoff, C Otte, A Schlaefer International journal of computer assisted radiology and surgery 13, 1073-1082, 2018 | 40 | 2018 |
| Deep transfer learning methods for colon cancer classification in confocal laser microscopy images N Gessert, M Bengs, L Wittig, D Drömann, T Keck, A Schlaefer, ... International journal of computer assisted radiology and surgery 14, 1837-1845, 2019 | 36 | 2019 |
| 4D Spatio-Temporal Deep Learning with 4D fMRI Data for Autism Spectrum Disorder Classification M Bengs, N Gessert, A Schlaefer Medical Imaging with Deep Learning 2019, 2019 | 26 | 2019 |
| Spatio-temporal deep learning models for tip force estimation during needle insertion N Gessert, T Priegnitz, T Saathoff, ST Antoni, D Meyer, MF Hamann, ... International journal of computer assisted radiology and surgery 14, 1485-1493, 2019 | 25 | 2019 |
| In vivo detection of head and neck tumors by hyperspectral imaging combined with deep learning methods D Eggert, M Bengs, S Westermann, N Gessert, AOH Gerstner, NA Mueller, ... Journal of biophotonics 15 (3), e202100167, 2022 | 23 | 2022 |
| Deep learning with 4D spatio-temporal data representations for OCT-based force estimation N Gessert, M Bengs, M Schlüter, A Schlaefer Medical image analysis 64, 101730, 2020 | 20 | 2020 |
| 4D Deep Learning for Multiple Sclerosis Lesion Activity Segmentation N Gessert, M Bengs, J Krüger, R Opfer, AC Ostwaldt, P Manogaran, ... Medical Imaging with Deep Learning 2020, 2020 | 17 | 2020 |
| Spectral-spatial Recurrent-Convolutional Networks for In-Vivo Hyperspectral Tumor Type Classification M Bengs, N Gessert, W Laffers, D Eggert, S Westermann, NA Mueller, ... Medical Image Computing and Computer Assisted Intervention–MICCAI 2020: 23rd …, 2020 | 15 | 2020 |
| Spatio-spectral deep learning methods forin-vivohyperspectral laryngeal cancer detection M Bengs, S Westermann, N Gessert, D Eggert, AOH Gerstner, NA Mueller, ... Medical Imaging 2020: Computer-Aided Diagnosis, 2020 | 14 | 2020 |
| Plaque Classification in Coronary Arteries from IVOCT Images Using Convolutional Neural Networks and Transfer Learning N Gessert, M Heyder, S Latus, M Lutz, A Schlaefer International Journal of Computer Assisted Radiology and Surgery 13 (Suppl 1 …, 2018 | 14 | 2018 |
| Feasibility of colon cancer detection in confocal laser microscopy images using convolution neural networks N Gessert, L Wittig, D Drömann, T Keck, A Schlaefer, DB Ellebrecht Bildverarbeitung für die Medizin 2019: Algorithmen–Systeme–Anwendungen …, 2019 | 13 | 2019 |
| Needle Tip Force Estimation using an OCT Fiber and a Fused convGRU-CNN Architecture N Gessert, T Priegnitz, T Saathoff, ST Antoni, D Meyer, MF Hamann, ... International Conference on Medical Image Computing and Computer-Assisted …, 2018 | 13 | 2018 |
| Left ventricle quantification using direct regression with segmentation regularization and ensembles of pretrained 2d and 3d cnns N Gessert, A Schlaefer STACOM 2019: Statistical Atlases and Computational Models of the Heart …, 2019 | 11 | 2019 |
Alexander SchlaeferTUHHVerifierad e-postadress på tuhh.de
