Lars Bielak

Explainable AI for CNN-based prostate tumor segmentation in multi-parametric MRI correlated to whole mount histopathology

Deepa Darshini Gunashekar, Lars Bielak, Leonard Hägele et al. · Radiation Oncology · 2022 · 45 citations · Full text

Artificial Intelligence, Convolutional Neural Network, Medical Image Segmentation +26

The utility of multiparametric MRI to characterize hypoxic tumor subvolumes in comparison to FMISO PET/CT. Consequences for diagnosis and chemoradiation treatment planning in head and neck cancer

Nicole Wiedenmann, Anca-Ligia Grosu, Martin Büchert et al. · Radiotherapy and Oncology · 2020 · 33 citations

Hypoxic Tumor Subvolumes, Engineering, Multiparametric Mri +13

Effect of radiochemotherapy on T2* MRI in HNSCC and its relation to FMISO PET derived hypoxia and FDG PET

Nicole Wiedenmann, Hatice Bunea, Hans Christian Rischke et al. · Radiation Oncology · 2018 · 32 citations · Full text

Convolutional neural networks for head and neck tumor segmentation on 7-channel multiparametric MRI: a leave-one-out analysis

Lars Bielak, Nicole Wiedenmann, Arnie Berlin et al. · Radiation Oncology · 2020 · 31 citations · Full text

Automatic Tumor Segmentation With a Convolutional Neural Network in Multiparametric MRI: Influence of Distortion Correction

Lars Bielak, Nicole Wiedenmann, Nils H. Nicolay et al. · Tomography · 2019 · 19 citations · Full text