Wouter Willaert

According to our database, Wouter Willaert authored at least 9 papers between 2023 and 2025.

Collaborative distances:

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

2025

Toward Using Machine Learning as a Shape Quality Metric for Liver Point Cloud Generation.

Khoa Tuan Nguyen, Gaeun Oh, Ho-min Park, Francesca Tozzi, Wouter Willaert, Joris Vankerschaver, Niki Rashidian, Wesley De Neve

CoRR, August, 2025

Boosting 3D Liver Shape Datasets with Diffusion Models and Implicit Neural Representations.

Khoa Tuan Nguyen, Francesca Tozzi, Wouter Willaert, Joris Vankerschaver, Nikdokht Rashidian, Wesley De Neve

CoRR, April, 2025

One Patient's Annotation is Another One's Initialization: Towards Zero-Shot Surgical Video Segmentation with Cross-Patient Initialization.

Seyed Amir Mousavi, Utku Ozbulak, Francesca Tozzi, Nikdokht Rashidian, Wouter Willaert, Joris Vankerschaver, Wesley De Neve

CoRR, March, 2025

Less is More? Revisiting the Importance of Frame Rate in Real-Time Zero-Shot Surgical Video Segmentation.

Utku Ozbulak, Seyed Amir Mousavi, Francesca Tozzi, Nikdokht Rashidian, Wouter Willaert, Wesley De Neve, Joris Vankerschaver

CoRR, February, 2025

Revisiting the Evaluation Bias Introduced by Frame Sampling Strategies in Surgical Video Segmentation Using SAM2.

Utku Ozbulak, Seyed Amir Mousavi, Francesca Tozzi, Niki Rashidian, Wouter Willaert, Wesley De Neve, Joris Vankerschaver

Proceedings of the Fairness of AI in Medical Imaging - Third International Workshop, 2025

Boosting 3D Liver Shape Datasets with Diffusion Models and Implicit Neural Representations.

Khoa Tuan Nguyen, Francesca Tozzi, Wouter Willaert, Joris Vankerschaver, Niki Rashidian, Wesley De Neve

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2025, 2025

Balancing Redundancy and Diversity: An In-Depth Analysis of Active Learning for Laparoscopic Video Segmentation.

Seyed Amir Mousavi, Esla Timothy Anzaku, Utku Ozbulak, Robbe De Muynck, Francesca Tozzi, Nikdokht Rashidian, Wouter Willaert, Wesley De Neve

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

2024

A Reference-Based Approach for Tumor Size Estimation in Monocular Laparoscopic Videos.

Seyed Amir Mousavi, Francesca Tozzi, Homin Park, Esla Timothy Anzaku, Matthias Van Liefferinge, Nikdokht Rashidian, Wouter Willaert, Wesley De Neve

Proceedings of the Computational Mathematics Modeling in Cancer Analysis, 2024

2023

Towards Abdominal 3-D Scene Rendering from Laparoscopy Surgical Videos Using NeRFs.

Khoa Tuan Nguyen, Francesca Tozzi, Nikdokht Rashidian, Wouter Willaert, Joris Vankerschaver, Wesley De Neve

Proceedings of the Machine Learning in Medical Imaging - 14th International Workshop, 2023