Farina Kock

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 6

Top Topics

Vessel Segmentation

Reliability Analysis

Convolutional Neural Networks

Top Venues

Medical Imaging: Image Processing

Medical Imaging: Computer-Aided Diagnosis

Bildverarbeitung für die Medizin

Int. J. Comput. Assist. Radiol. Surg.

Publications

Farina Kock, Felix Thielke, Nasreddin Abolmaali, Hans Meine, Andrea Schenk
Suitability of DNN-based vessel segmentation for SIRT planning. Int. J. Comput. Assist. Radiol. Surg. 19 (2) (2024)
Felix Thielke, Farina Kock, Annika Hänsch, Nasreddin Abolmaali, Andrea Schenk, Hans Meine
Combining arterial and venous CT scans in a multi-encoder network for improved hepatic vessel segmentation. Medical Imaging: Image Processing (2023)
Annika Gerken, Grzegorz Chlebus, Hans Meine, Felix Thielke, Farina Kock, Tobias Paulus, Nasreddin Abolmaali, Andrea Schenk
Abstract: Liver Tumor Segmentation in Late-phase MRI using Multi-model Training and an Anisotropic U-Net. Bildverarbeitung für die Medizin (2023)
Farina Kock, Felix Thielke, Grzegorz Chlebus, Hans Meine
Confidence Histograms for Model Reliability Analysis and Temperature Calibration. MIDL (2022)
Felix Thielke, Farina Kock, Annika Hänsch, Joachim Georgii, Nasreddin Abolmaali, Itaru Endo, Hans Meine, Andrea Schenk
Improving deep learning based liver vessel segmentation using automated connectivity analysis. Medical Imaging: Image Processing (2022)
Farina Kock, Grzegorz Chlebus, Felix Thielke, Andrea Schenk, Hans Meine
Hepatic artery segmentation with 3D convolutional neural networks. Medical Imaging: Computer-Aided Diagnosis (2022)