C. Lartizien                CNRS Research Director

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Research interest

I am a CNRS Research Director (section 7). I am conducting research at the CREATIS laboratory in Lyon, France, whose aim is to develop image processing methods for medical imaging. I am the co-leader of research team Images and Models

My current research interests focus on machine learning methods for medical image analysis. This includes kernel learning approaches (e. g. SVM) for multiclass classification or outlier detection as well as unsupervised deep representation learning. The clinical applications concern the prototyping of diagnosis and prognosis models for cancer and brain pathology based on multimodality medical imaging.

NEWS

[2019-05-15] We are hiring a PhD student starting in fall 2019 in the domain of deep learning for medical image analysis. See the full description of the project here

[2019-01-03] Audrey Duran was hired as a PhD student on the PERFUSE RHU ANR project to work on deep machine learning for prostate cancer mapping!

[2019-01-03] Zaruhi Alaverdyan defended her PhD thesis on Unsupervised representation learning for anomaly detection on neuroimaging

[2017-12-01] Kick-off meeting of the ANR RHU project entitled PERFUSE

New publications

[2017-07-01] : Our paper on the generalization of the SVDD algorithm has just been published in Neurocomputing. Please have a look here.

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