Tom van Sonsbeek

According to our database, Tom van Sonsbeek authored at least 9 papers between 2019 and 2023.

Collaborative distances:

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

2023

Probabilistic Integration of Object Level Annotations in Chest X-ray Classification.

Tom van Sonsbeek, Xiantong Zhen, Dwarikanath Mahapatra, Marcel Worring

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

Knowledge Graph Embeddings for Multi-lingual Structured Representations of Radiology Reports.

Tom van Sonsbeek, Xiantong Zhen, Marcel Worring

Proceedings of the Data Augmentation, Labelling, and Imperfections - Third MICCAI Workshop, 2023

Open-Ended Medical Visual Question Answering Through Prefix Tuning of Language Models.

Tom van Sonsbeek, Mohammad Mahdi Derakhshani, Ivona Najdenkoska, Cees G. M. Snoek, Marcel Worring

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

X-TRA: Improving Chest X-ray Tasks with Cross-Modal Retrieval Augmentation.

Tom van Sonsbeek, Marcel Worring

Proceedings of the Information Processing in Medical Imaging, 2023

2022

LifeLonger: A Benchmark for Continual Disease Classification.

Mohammad Mahdi Derakhshani, Ivona Najdenkoska, Tom van Sonsbeek, Xiantong Zhen, Dwarikanath Mahapatra, Marcel Worring, Cees G. M. Snoek

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

2021

Variational Knowledge Distillation for Disease Classification in Chest X-Rays.

Tom van Sonsbeek, Xiantong Zhen, Marcel Worring, Ling Shao

Proceedings of the Information Processing in Medical Imaging, 2021

2020

Towards Automated Diagnosis with Attentive Multi-modal Learning Using Electronic Health Records and Chest X-Rays.

Tom van Sonsbeek, Marcel Worring

Proceedings of the Multimodal Learning for Clinical Decision Support and Clinical Image-Based Procedures, 2020

Predicting Scores of Medical Imaging Segmentation Methods with Meta-learning.

Tom van Sonsbeek, Veronika Cheplygina

Proceedings of the Interpretable and Annotation-Efficient Learning for Medical Image Computing, 2020

2019

End-To-End Vertebra Localization and Level Detection in Weakly Labelled 3D Spinal Mr using Cascaded Neural Networks.

Tom van Sonsbeek, Pardiss Danaei, Delaram Behnami, Mohammad Hossein Jafari, Parisa Asgharzadeh, Robert Rohling, Purang Abolmaesumi

Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019