Jakub Ceranka

According to our database, Jakub Ceranka authored at least 9 papers between 2017 and 2026.

Collaborative distances:

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

2026

Benchmarking Lesion-Level Response Assessment of Metastatic Bone Disease on WB-MRI Using Manual, Interactive and Automated Segmentation Methods.

Joris Wuts, Jakub Ceranka, Loris Giordano, Nicolas Michoux, Vassiliki Pasoglou, Jef Vandemeulebroucke, Frédéric Lecouvet

Proceedings of the 23rd IEEE International Symposium on Biomedical Imaging, 2026

2025

Learning from Anatomy: Supervised Anatomical Pretraining (SAP) for Improved Metastatic Bone Disease Segmentation in Whole-Body MRI.

Joris Wuts, Jakub Ceranka, Nicolas Michoux, Frédéric Lecouvet, Jef Vandemeulebroucke

CoRR, June, 2025

Instance-Balanced Patch Sampling for Whole-Body Lesion Segmentation.

Joris Wuts, Jakub Ceranka, Jef Vandemeulebroucke, Frédéric Lecouvet

Proceedings of the Data Engineering in Medical Imaging - Third MICCAI Workshop, 2025

A Modular Deep-Learning Pipeline for Automated Aorta Characterization on CT.

Loris Giordano, Jakub Ceranka, Selene De Sutter, Kaoru Tanaka, Gert Van Gompel, Tom Lenaerts, Jef Vandemeulebroucke

Proceedings of the Applications of Medical Artificial Intelligence, 2025

Computer-Assisted Surgical Planning for DIEP Flap Breast Reconstruction Surgery.

Jakub Ceranka, Diego Lamtenzan, Pieter Thomas Boonen, Ayush Kapila, Carola Brussaard, Moustapha Hamdi, Jef Vandemeulebroucke

Proceedings of the Artificial Intelligence and Imaging for Diagnostic and Treatment Challenges in Breast Care, 2025

2023

Computer-aided diagnosis of skeletal metastases in multi-parametric whole-body MRI.

Jakub Ceranka, Joris Wuts, Ophélye Chiabai, Frédéric Lecouvet, Jef Vandemeulebroucke

Comput. Methods Programs Biomed., December, 2023

2020

Computer-aided detection of focal bone metastases from whole-body multi-modal MRI.

Jakub Ceranka, Frédéric Lecouvet, Johan de Mey, Jef Vandemeulebroucke

Proceedings of the Medical Imaging 2020: Computer-Aided Diagnosis, 2020

2018

Intensity Standardization of Skeleton in Follow-Up Whole-Body MRI.

Jakub Ceranka, Sabrina Verga, Frédéric Lecouvet, Thierry Metens, Johan de Mey, Jef Vandemeulebroucke

Proceedings of the Computational Methods and Clinical Applications for Spine Imaging, 2018

2017

Whole-body diffusion-weighted MR image stitching and alignment to anatomical MRI.

Jakub Ceranka, Mathias Polfliet, Frédéric Lecouvet, Nicolas Michoux, Jef Vandemeulebroucke

Proceedings of the Medical Imaging 2017: Image Processing, 2017