Marcel Bengs

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 · 43 citations · Full text

Colon Cancer Classification, Cell Detection, Image Analysis +13

In vivo detection of head and neck tumors by hyperspectral imaging combined with deep learning methods

Dennis Eggert, Marcel Bengs, Stephan Westermann et al. · Journal of Biophotonics · 2021 · 35 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +23

Three-dimensional deep learning with spatial erasing for unsupervised anomaly segmentation in brain MRI

Marcel Bengs, Finn Behrendt, Julia Krüger et al. · International Journal of Computer Assisted Radiology and Surgery · 2021 · 27 citations · Full text

Deep learning with 4D spatio-temporal data representations for OCT-based force estimation

Nils Gessert, Marcel Bengs, Matthias Schlüter et al. · Medical Image Analysis · 2020 · 26 citations · Full text

Kinesiology, Machine Learning, Data Science +8

Spatio-spectral deep learning methods for in-vivo hyperspectral laryngeal cancer detection

Marcel Bengs, Stephan Westermann, Nils Gessert et al. · Medical Imaging 2020: Computer-Aided Diagnosis · 2020 · 19 citations

Convolutional Neural Network, Engineering, Machine Learning +16