Max-Heinrich Laves

A dataset of laryngeal endoscopic images with comparative study on convolution neural network-based semantic segmentation

Max-Heinrich Laves, Jens Bicker, Lüder A. Kahrs et al. · International Journal of Computer Assisted Radiology and Surgery · 2019 · 106 citations

Convolutional Neural Network, Image Analysis, Machine Learning +12

Well-Calibrated Regression Uncertainty in Medical Imaging with Deep Learning

Max-Heinrich Laves, Sontje Ihler, Jacob Friedemann Fast et al. · Medical Imaging with Deep Learning · 2020 · 32 citations

Engineering, Machine Learning, Medical Imaging +7

Well-calibrated Model Uncertainty with Temperature Scaling for Dropout Variational Inference

Max-Heinrich Laves, Sontje Ihler, Karl-Philipp Kortmann et al. · arXiv (Cornell University) · 2019 · 26 citations · Full text

Engineering, Machine Learning, Uncertain Data +17

Clinical assessment of deep learning-based uncertainty maps in lung cancer segmentation

Federica Carmen Maruccio, Wietse S.C. Eppinga, Max-Heinrich Laves et al. · Physics in Medicine and Biology · 2024 · 18 citations · Full text

Quantifying the uncertainty of deep learning-based computer-aided diagnosis for patient safety

Max-Heinrich Laves, Sontje Ihler, Tobias Ortmaier et al. · Current Directions in Biomedical Engineering · 2019 · 17 citations · Full text

Engineering, Machine Learning, Intelligent Diagnostics +23