Tom van Sonsbeek

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 16

Top Topics

Digital X Ray Images

Structured Representations

Top Venues

Publications

Tom van Sonsbeek, Marcel Worring
X-TRA: Improving Chest X-ray Tasks with Cross-Modal Retrieval Augmentation. CoRR (2023)
Tom van Sonsbeek, Xiantong Zhen, Marcel Worring
Knowledge Graph Embeddings for Multi-lingual Structured Representations of Radiology Reports. DALI@MICCAI (2023)
Tom van Sonsbeek, Xiantong Zhen, Dwarikanath Mahapatra, Marcel Worring
Probabilistic Integration of Object Level Annotations in Chest X-ray Classification. WACV (2023)
Tom van Sonsbeek, Marcel Worring
X-TRA: Improving Chest X-ray Tasks with Cross-Modal Retrieval Augmentation. IPMI (2023)
Tom van Sonsbeek, Mohammad Mahdi Derakhshani, Ivona Najdenkoska, Cees G. M. Snoek, Marcel Worring
Open-Ended Medical Visual Question Answering Through Prefix Tuning of Language Models. MICCAI (5) (2023)
Tom van Sonsbeek, Mohammad Mahdi Derakhshani, Ivona Najdenkoska, Cees G. M. Snoek, Marcel Worring
Open-Ended Medical Visual Question Answering Through Prefix Tuning of Language Models. CoRR (2023)
Tom van Sonsbeek, Xiantong Zhen, Marcel Worring
Knowledge Graph Embeddings for Multi-Lingual Structured Representations of Radiology Reports. CoRR (2023)
Tom van Sonsbeek, Xiantong Zhen, Dwarikanath Mahapatra, Marcel Worring
Probabilistic Integration of Object Level Annotations in Chest X-ray Classification. CoRR (2022)
Mohammad Mahdi Derakhshani, Ivona Najdenkoska, Tom van Sonsbeek, Xiantong Zhen, Dwarikanath Mahapatra, Marcel Worring, Cees G. M. Snoek
LifeLonger: A Benchmark for Continual Disease Classification. MICCAI (2) (2022)
Mohammad Mahdi Derakhshani, Ivona Najdenkoska, Tom van Sonsbeek, Xiantong Zhen, Dwarikanath Mahapatra, Marcel Worring, Cees G. M. Snoek
LifeLonger: A Benchmark for Continual Disease Classification. CoRR (2022)
Tom van Sonsbeek, Xiantong Zhen, Marcel Worring, Ling Shao
Variational Knowledge Distillation for Disease Classification in Chest X-Rays. IPMI (2021)
Tom van Sonsbeek, Xiantong Zhen, Marcel Worring, Ling Shao
Variational Knowledge Distillation for Disease Classification in Chest X-Rays. CoRR (2021)
Tom van Sonsbeek, Veronika Cheplygina
Predicting Scores of Medical Imaging Segmentation Methods with Meta-Learning. CoRR (2020)
Tom van Sonsbeek, Marcel Worring
Towards Automated Diagnosis with Attentive Multi-modal Learning Using Electronic Health Records and Chest X-Rays. ML-CDS/CLIP@MICCAI (2020)
Tom van Sonsbeek, Veronika Cheplygina
Predicting Scores of Medical Imaging Segmentation Methods with Meta-learning. iMIMIC/MIL3ID/LABELS@MICCAI (2020)
Tom van Sonsbeek, Pardiss Danaei, Delaram Behnami, Mohammad Hossein Jafari, Parisa Asgharzadeh, Robert Rohling, Purang Abolmaesumi
End-To-End Vertebra Localization and Level Detection in Weakly Labelled 3D Spinal Mr using Cascaded Neural Networks. ISBI (2019)