Tom van Sonsbeek

According to our database1, Tom van Sonsbeek authored at least 9 papers between 2019 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2023
Probabilistic Integration of Object Level Annotations in Chest X-ray Classification.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

Knowledge Graph Embeddings for Multi-lingual Structured Representations of Radiology Reports.
Proceedings of the Data Augmentation, Labelling, and Imperfections - Third MICCAI Workshop, 2023

Open-Ended Medical Visual Question Answering Through Prefix Tuning of Language Models.
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.
Proceedings of the Information Processing in Medical Imaging, 2023

2022
LifeLonger: A Benchmark for Continual Disease Classification.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

2021
Variational Knowledge Distillation for Disease Classification in Chest X-Rays.
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.
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.
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.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019


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