Optimization for Medical Image Segmentation: Theory and Practice When Evaluating With Dice Score or Jaccard Index

Tom Eelbode, Jeroen Bertels, Maxim Berman, +4

IEEE Transactions on Medical Imaging

Effect of Lower Third Molar Segmentations on Automated Tooth Development Staging using a Convolutional Neural Network

Rizky Merdietio Boedi, Nikolay Banar, Jannick De Tobel, +3

Journal of Forensic Sciences

Towards fully automated third molar development staging in panoramic radiographs

Nikolay Banar, Jeroen Bertels, François Laurent, +4

International Journal of Legal Medicine

Geometric ModelingComputed TomographyRadiologyMedical ImagingNatural Sciences +9

Whole liver segmentation based on deep learning and manual adjustment for clinical use in SIRT

Xikai Tang, Esmaeel Jafargholi Rangraz, Walter Coudyzer, +10

European Journal of Nuclear Medicine and Molecular Imaging

EngineeringHepatologyMedical ImagingDeep LearningManual Adjustment +8

Cross-Modal Distillation to Improve MRI-Based Brain Tumor Segmentation With Missing MRI Sequences

Masoomeh Rahimpour, Jeroen Bertels, Ahmed Radwan, +6

IEEE Transactions on Biomedical Engineering

Deep learning-based dental implant recognition using synthetic X-ray images

Aviwe Kohlakala, Johannes Coetzer, Jeroen Bertels, +1

Medical & Biological Engineering & Computing

Convolutional Neural NetworkImage AnalysisEngineeringMedical ImagingMedical Image Computing +4

Feedback on prescribing errors to junior doctors: exploring views, problems and preferred methods

Jeroen Bertels, Alex M. Almoudaris, Pieter‐Jan Cortoos, +2

International Journal of Clinical Pharmacy

Family MedicinePrimary CarePatient SafetyPediatricsJunior Doctors +6

USE-Evaluator: Performance metrics for medical image segmentation models supervised by uncertain, small or empty reference annotations in neuroimaging

Sophie Ostmeier, Brian Axelrod, Fabian Isensee, +11

Medical Image Analysis

Empty Reference AnnotationsMachine VisionImage AnalysisData ScienceDeep Learning +13

Theoretical analysis and experimental validation of volume bias of soft Dice optimized segmentation maps in the context of inherent uncertainty

Jeroen Bertels, David Robben, Dirk Vandermeulen, +1

Medical Image Analysis

Soft DiceEngineeringVolume ParameterizationImage AnalysisData Science +14

Reversibility of Diffusion-Weighted Imaging Lesions in Patients With Ischemic Stroke in the WAKE-UP Trial

Lauranne Scheldeman, Anke Wouters, Jeroen Bertels, +13

Stroke