Farina Kock

According to our database, Farina Kock authored at least 7 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

From Data to Diagnosis: A Large, Comprehensive Bone Marrow Dataset and AI Methods for Childhood Leukemia Prediction.

Henning Höfener, Farina Kock, Martina Pontones, Tabita Ghete, David Pfrang, Nicholas Dickel, Meik Kunz, Daniela P. Schacherer, David A. Clunie, Andrey Fedorov, Max Westphal, Markus Metzler

CoRR, September, 2025

2024

Suitability of DNN-based vessel segmentation for SIRT planning.

Farina Kock, Felix Thielke, Nasreddin Abolmaali, Hans Meine, Andrea Schenk

Int. J. Comput. Assist. Radiol. Surg., February, 2024

2023

Combining arterial and venous CT scans in a multi-encoder network for improved hepatic vessel segmentation.

Felix Thielke, Farina Kock, Annika Hänsch, Nasreddin Abolmaali, Andrea Schenk, Hans Meine

Proceedings of the Medical Imaging 2023: Image Processing, 2023

Abstract: Liver Tumor Segmentation in Late-phase MRI using Multi-model Training and an Anisotropic U-Net.

Annika Gerken, Grzegorz Chlebus, Hans Meine, Felix Thielke, Farina Kock, Tobias Paulus, Nasreddin Abolmaali, Andrea Schenk

Proceedings of the Bildverarbeitung für die Medizin 2023, 2023

2022

Improving deep learning based liver vessel segmentation using automated connectivity analysis.

Felix Thielke, Farina Kock, Annika Hänsch, Joachim Georgii, Nasreddin Abolmaali, Itaru Endo, Hans Meine, Andrea Schenk

Proceedings of the Medical Imaging 2022: Image Processing, 2022

Confidence Histograms for Model Reliability Analysis and Temperature Calibration.

Farina Kock, Felix Thielke, Grzegorz Chlebus, Hans Meine

Proceedings of the International Conference on Medical Imaging with Deep Learning, 2022

Hepatic artery segmentation with 3D convolutional neural networks.

Farina Kock, Grzegorz Chlebus, Felix Thielke, Andrea Schenk, Hans Meine

Proceedings of the Medical Imaging 2022: Computer-Aided Diagnosis, San Diego, 2022