Welcome at the project website of the Clinical Data Science group at Maastricht University, Maastricht UMC+ and Maastro Clinic.
euroCAT
Description
Partners
Funding
Links
TRAIN
Description
Partners
Funding
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CARRIER
Description
Partners
Funding
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ARGOS
Description
The ARGOS (ARtificial intelligence for Gross tumour vOlume Segmentation) project aims to update a pre-trained Lung Cancer (LC) Gross Tumor Volume (GTC) AI (i.e. a deep-learning neural network) algorithm, using a massive number of decentralized retrospectively-curated radiotherapy planning CT delineations from several leading radiotherapy centres throughout Europe, Asia, Oceania, South and North America. The initial objective will be an updated AI algorithm that autosegments the LC primary GTV that is mostly or entirely contained in the lung parenchyma. We will also independently validate the globally-trained model on distributed holdout validation sets. For this first version of the ARGOS project, we will not attempt to delineate involved mediastinal lymph nodes. If the present objective is successful, we expect to apply the same architecture for more complex deep-learning related tasks such as lymph node delineation, fusion PET-CT autosegmentation, deep learning radiomics, and others.
Partners
- Maastro Clinic, Maastricht, The Netherlands
- Universitaire Ziekenhuizen Leuven, Leuven, Belgium
- Radboud universitair medisch centrum, Nijmegen, The Netherlands
- Nederlands Kanker Instituut - Antoni van Leeuwenhoek Ziekenhuis, Amsterdam, The Netherlands
- University Hospital Basel, Basel, Switzerland
- University Hospital Zurich, Zurich, Switzerland
- Universitair Medisch Centrum Groningen, Groningen, The Netherlands
- Isala Klinieken, Zwolle, The Netherlands
- Fudan University Shanghai Cancer Center, Shanghai, China
- Tianjin Medical University Cancer Institute and Hospital, Tianjin, China
- Cancer Hospital of Shantou University Medical College, Shantou, China
- Policlinico Universitario A. Gemelli, Rome, Italy
- Cardiff University, Cardiff, UK
- The Leeds Hospitals N.H.S. Trust, Leeds, UK
- The Christie NHS Foundation Trust, Manchester, UK
- Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
- Albert Einstein Israelite Hospital, Sao Paolo, Brazil
- University of Pennsylvania Medical Centre, Philadelphia, PA, USA
- H. Lee Moffitt Cancer Center & Research Institute, Tampa, FL, USA
- Liverpool Hospital, Liverpool, Australia
- MVR Cancer Centre and Research Institute, Khozikode, Kerala, India
- Medical Data Works B.V., Maastricht, The Netherlands
Funding
No external funding. In kind from all parties involved.
Links