AI for Oncology Lab @ The Netherlands Cancer Institute
Our mission is to develop artificial intelligence innovations for the improvement of cancer diagnostics and therapy
Latest news
Letter to the editor on concerns of data leakage
We have recently submitted a letter to the editor of the Journal of Imaging Informatics in Medicine, and the letter was published online today. In the letter, we raise concerns about potential data leakage in one of the journal's papers on treatment response prediction from MRI data.
Read moreDIRECT v2.0.0
We've released v2.0.0 of our deep learning-based MRI reconstruction framework DIRECT. This release includes new deep learning models, transforms, loss functions and several performance improvements.
Read moreAI, Explanation, and Black Boxes
Our new paper on Artificial intelligence and explanation: How, why, and when to explain black boxes has been published in EJR.
Read moreResearch
The research projects of the AI for Oncology Lab
Breast image analysis
We develop deep learning techniques to enhance the capabilities of breast imaging including digital breast tomosynthesis, mammography and dynamic contrast-enhanced breast MRI
Read moreImage reconstruction
Medical imaging is the cornerstone of modern medicine. We build deep learning algorithms to reconstruct the measured machine data to an image of the patient anatomy.
Read moreImmunology
Our AI research in immunology investigates interactions between T-cell receptors and peptides, and fundamental steps in the development of personalized cancer vaccines.
Read moreImmunotherapy outcome prediction
Immunotherapy is a systemic cancer treatment that exploits the power of the body’s immune system to fight cancer cells by boosting the immune response. We develop algorithms to predict immunotherapy outcomes.
Read morePeople
The people working at the AI for Oncology Lab