Reading and Discussion Course 2018 'Computational Pathology: Algorithms and Applications'

Lecturer: Carsten Marr
Tel.: +49 89 3187-2158
E-mail: carsten.marr(at)helmholtz-muenchen.de
Room:

Helmholtz Zentrum München,
Ingolstädter Landstraße 1,
Gebäude 58a, Seminarraum 121

Date & Time:     

Tuesdays, 2.30 pm - 4.00 pm
16.10.18 - 05.02.19

Target Group: Mathematicians, biologists, (bio-)statisticians, biotechnologists, bioinformaticians or equivalent with an interest in computational biology    
ECTS:3
Number of participants:~20
Language:      English
Registration:via email to carsten.marrnoSp@m@helmholtz-muenchen.de 
Material: Click here for an review on computational biology by Fuchs & Buhmann

 

Topic: Computational Pathology encompasses algorithms and methods that answer​ scientific and clinical questions in pathology. In the few last years,​ traditional analyses are challenged with deep learning methods that​ allow for more standardised, robust and powerful applications. In this​ seminar, we will study recent research papers that develop or apply​ deep learning methods in a pathology context. Whenever possible, we​ will re-implement the applied methods, analyse the used technologies​ and discuss the biomedical and clinical implications. After succesful completion of the module, the students will be able​ to read and evaluate scientific literature on computational pathology,​ and they have learned how to extract computational content and​ re-implement parts of the analysis. Finally, the course will​ strengthen the presentation and discussion skills of the participants.

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