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Postdoc in Automated skin lesion detection and severity classification using image analysis and machine learning

     
Anbieter
LYO-X
Erschienen
ArbeitsortAllschwil, Nordwestschweiz, Schweiz
Kategorie
Funktion
Dauer2 Years
Pensum100%

LYO-X is a Swiss company located in Basel and providing global consulting and Systems Pharmacology modelling services for the development of biologics and cell-based therapies. LYO-X has shaped a unique niche marked in which it is successfully serving over 70 biopharmaceutical companies world-wide. In addition to its services LYO-X is developing its own digital health solution for dermatological and ophthalmological applications.

Beschreibung

We are looking for a postdoctoral researcher who is an expert in image analysis and machine learning including deep learning. This project is about developing image analysis and machine learning algorithms for the automated skin lesion detection and severity classification in dermatological diseases. We are focusing primarily on psoriasis, an autoimmune skin disease with a severe quality of life impact. A first version of the algorithm has been developed, demonstrating the feasibility of this approach, and a set of images is available to continue the development and the training of the algorithms. The project will be done in collaboration with the EPFL Lausanne and with several Swiss University Hospital for the access of medical expertise and patient image data.

Anforderungen

Requirements
There are specific requirements for this positions that are aimed at supporting outstanding scientists who have been studying and working abroad and who want to continue their career in Switzerland. The position will be supported by the Marie Curie Actions ( MSCA-IF-EF-SE ) which is a part of Horizon2020.The position is open to any nationality. The applicant must not have lived or worked more than 3 years in Switzerland during the last 5 years and the applicant must be in possession of a doctoral degree. The candidate will need to submit a research proposal to the funding agency.

Technical requirements
This project requires excellent computational skills in general and in particular in image analysis, advanced machine learning and deep learning. Programming will be done in Matlab, R and/or Python. iOS programming skills can be advantageous in order to implement basic image recording apps for patient images.

Wir bieten

Unique opportunity to boost your career in Switzerland as an outstanding researcher.
AdresseRingstrasse 9
4123 Allschwil
Email-Adresse
Web www.lyo-x.com
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