Heike Carolus

Automated detection and segmentation of thoracic lymph nodes from CT using 3D foveal fully convolutional neural networks

Andra-Iza Iuga, Heike Carolus, Anna Janina Höink et al. · BMC Medical Imaging · 2021 · 39 citations · Full text

Medicine, Oncology, Radiology +17

A novel bone suppression method that improves lung nodule detection

Jens von Berg, Stewart Young, Heike Carolus et al. · International Journal of Computer Assisted Radiology and Surgery · 2015 · 25 citations

Medicine, Radiology, Biomedical Imaging +9

Assessment of COVID-19 lung involvement on computed tomography by deep-learning-, threshold-, and human reader-based approaches—an international, multi-center comparative study

Philipp Fervers, Florian Fervers, Astha Jaiswal et al. · Quantitative Imaging in Medicine and Surgery · 2022 · 13 citations · Full text

Medicine, Diagnostic Sciences, Radiology +17

Automated localization and segmentation of cervical lymph nodes on contrast-enhanced CT using a 3D foveal fully convolutional neural network

Miriam Rinneburger, Heike Carolus, Andra-Iza Iuga et al. · European Radiology Experimental · 2023 · 12 citations · Full text

Medicine, Oncology, Radiology +17

Automated mapping and N-Staging of thoracic lymph nodes in contrast-enhanced CT scans of the chest using a fully convolutional neural network

Andra-Iza Iuga, Tanja Lossau, Liliana Caldeira et al. · European Journal of Radiology · 2021 · 11 citations

Medicine, Oncology, Radiology +16