D5.2 Pre-processing tools

Dec 7, 2022 | Deliverables

ProCAncerI aims to develop novel AI models in order to add precision in the management of
prostate cancer patients by providing diagnostic tools able to reduce overdiagnosis and
overtreatment. To this end, a unique dataset from the project’s clinical sites is being assembled
making sure that image diversity and variability is properly addressed, which would enhance
models’ generalizability. That said, most current multicentric studies employ harmonization
methods either in centralized or federated architectures since it is still impossible to control or
predict all sources of variation. It should be stressed that there is currently no gold standard to
harmonize imaging data in a multicentric setting towards an optimal radiomics pipeline. Instead,
there are research trends that have shown promising results based on which the ProCAncerI
consortium has implemented a number of preprocessing functionalities that can be used to
experiment and optimize the ProCAncerI AI modeling tasks (Deep Learning and Radiomics
based).

Highlights

European Cancer Imaging Initiative launch event

European Cancer Imaging Initiative launch event

The Commission is organising a hybrid event on 23 January 2023 in Brussels to mark the launch of the Cancer Imaging Initiative, one of the Flagship Initiatives of the Europe’s Beating Cancer Plan. This 2.5-hour event will present the policy background and the Cancer...

ProCAncer-I at the RSNA 2022 in Chicago

ProCAncer-I at the RSNA 2022 in Chicago

Our Scientific Manager, Dr Nickolas Papanikolaou was at the 108th Scientific Assembly and Annual meeting (Chicago 27-30/11/2022). The panel discussion included Dr Mona Flores, Global Head of Medical AI at NVIDIA, and Dr Nikos Papanikolaou, Computational Clinical...

ProCAncer-I is proud to be part of the European Federation for Cancer Images (#EUCAIM) project and the European Cancer Imaging Initiative!
Read more about EUCAIM and the Initiative here 👉 https://bit.ly/3XLMT7s
#euCancerImaging #HorizonEU #EU_HEALTH
#EUCancerPlan @eHealth_EU

📢 Job Opportunity!
The @qtimlab is currently looking for a Postdoctoral Research Fellow in medical image analysis with deep learning.
Read more here 👉 https://www.procancer-i.eu/job-openings
#jobalert #jobopening #ClinicalReasearch #sciencecareers #careers #H2020 #HorizonEU #EU_HEALTH

The #EUCAIM project originates from the work and expertise of the AI for Health Imaging Network (AI4HI), composed of INCISIVE, @chaimeleon_eu, @EuCanImage, @ProCAncer_I and @primage_project. #EUCancerImaging #DigitalEU #EUCancerPlan https://digital-strategy.ec.europa.eu/en/policies/cancer-imaging

Proud to be part of the #EUCAIM project led by @EIBIR_biomed, supporting the #EUCancerImaging Initiative by contributing to an infrastructure of Cancer #images and development & benchmarking of AI tools with #EuroBioImaging Nodes & many other partners.
https://www.eurobioimaging.eu/news/proud-to-be-part-of-the-eucaim-project-/

The launch of #EUCancerImaging Initiative will boost innovative cancer diagnostics and treatment and make screening more precise and accessible.

It shows the potential of digital solutions that can bring hope to cancer patients and their families.

#EUCancerPlan

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