Nils Gessert

Skin Lesion Classification Using CNNs With Patch-Based Attention and Diagnosis-Guided Loss Weighting

Nils Gessert, Thilo Sentker, Frederic Madesta et al. · IEEE Transactions on Biomedical Engineering · 2019 · 175 citations · Full text

Computing, Computer Science, Dermatology +16

Automatic Plaque Detection in IVOCT Pullbacks Using Convolutional Neural Networks

Nils Gessert, Matthias Lutz, Markus Heyder et al. · tub.dok (Hamburg University of Technology) · 2020 · 73 citations

Computing, Biomedical Engineering, Computer Science +17

Fully automated longitudinal segmentation of new or enlarged multiple sclerosis lesions using 3D convolutional neural networks

Julia Krüger, Roland Opfer, Nils Gessert et al. · NeuroImage Clinical · 2020 · 67 citations · Full text

Medicine, Neurology, Radiology +17

Skin Lesion Diagnosis using Ensembles, Unscaled Multi-Crop Evaluation and Loss Weighting

Nils Gessert, Thilo Sentker, Frederic Madesta et al. · arXiv (Cornell University) · 2018 · 65 citations · Full text

Computing, Computer Science, Dermatology +17

Deep transfer learning methods for colon cancer classification in confocal laser microscopy images

Nils Gessert, Marcel Bengs, Lukas Wittig et al. · International Journal of Computer Assisted Radiology and Surgery · 2019 · 45 citations · Full text

Computing, Computer Science, Oncology +16