Maximilian Nielsen

Multi-scale fully convolutional neural networks for histopathology image segmentation: From nuclear aberrations to the global tissue architecture

Rüdiger Schmitz, Frederic Madesta, Maximilian Nielsen et al. · Medical Image Analysis · 2021 · 106 citations · Full text

Skin lesion classification using ensembles of multi-resolution EfficientNets with meta data

Nils Gessert, Maximilian Nielsen, Mohsin Shaikh et al. · MethodsX · 2020 · 24 citations · Full text

Deep Learning–Based Automated Thrombolysis in Cerebral Infarction Scoring: A Timely Proof-of-Principle Study

Maximilian Nielsen, Moritz Waldmann, Andreas Frölich et al. · Stroke · 2021 · 19 citations · Full text

Self-Supervision for Medical Image Classification: State-of-the-Art Performance with ~100 Labeled Training Samples per Class

Maximilian Nielsen, Laura Wenderoth, Thilo Sentker et al. · Bioengineering · 2023 · 16 citations · Full text