Lecturers:
Prof. Katharina Breininger, PD Dr. Samir Jabari, Christian Marzahl, M.Sc.
Prof. Dr.-Ing. habil. Andreas Maier, Prof. Dr. med. Ingmar Blümke
Description:
Pathology is the study of diseases and aims to deliver a fine-grained diagnosis to understand processes in the body as well as to enable targeted treatment. In this area, the opportunities for digital image processing are vast: While the need for precision medicine, i.e., taking into account various co-dependencies when formulating the best possible treatment for a patient, is high, the number of pathologists ist not increasing accordingly. Deep learning-based techniques can be used for different objectives in this scope. Examples include screening large microscopy images for specific rare events, providing visual augmentation with analysis data. Additionally, the availability of massive data collections, including genomics and further biological factors, can be utilized to determine specific information about diseases that were previously unavailable.
Semester
Sommersemester 2021
Lehrenden
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aktualisiert
2021-10-25 20:55:27
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#1Nur für Portal, StudOn-ZugangIntroduction: Digital Pathology and Deep LearningProf. Eva Katharina Breininger2021-04-20 Sommersemester 20211Introduction: Digital Pathology and Deep LearningProf. Eva Katharina Breininger2021-04-20 Sommersemester 2021Nur für Portal, StudOn-ZugangGesperrt clip
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#2Nur für Portal, StudOn-ZugangIntroduction: Digital Pathology and Deep LearningPD Dr. Samir Jabari2021-04-20 Sommersemester 20212Introduction: Digital Pathology and Deep LearningPD Dr. Samir Jabari2021-04-20 Sommersemester 2021Nur für Portal, StudOn-ZugangGesperrt clip
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#3Nur für Portal, StudOn-ZugangMohammad Shkokani - Histopathology Quality Control and Artefacts DetectionProf. Eva Katharina Breininger2021-06-20 Sommersemester 20213Mohammad Shkokani - Histopathology Quality Control and Artefacts DetectionProf. Eva Katharina Breininger2021-06-20 Sommersemester 2021Nur für Portal, StudOn-ZugangGesperrt clip
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#4Nur für Portal, StudOn-ZugangLuisa Graf - Public datasets anc challengesProf. Eva Katharina Breininger2021-06-20 Sommersemester 20214Luisa Graf - Public datasets anc challengesProf. Eva Katharina Breininger2021-06-20 Sommersemester 2021Nur für Portal, StudOn-ZugangGesperrt clip
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#5Nur für Portal, StudOn-ZugangMengzhou Sun - Histology and tissue segmentationProf. Eva Katharina Breininger2021-06-20 Sommersemester 20215Mengzhou Sun - Histology and tissue segmentationProf. Eva Katharina Breininger2021-06-20 Sommersemester 2021Nur für Portal, StudOn-ZugangGesperrt clip
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#6Nur für Portal, StudOn-ZugangBitan Saha - Cytology and Cell DetectionProf. Eva Katharina Breininger2021-06-20 Sommersemester 20216Bitan Saha - Cytology and Cell DetectionProf. Eva Katharina Breininger2021-06-20 Sommersemester 2021Nur für Portal, StudOn-ZugangGesperrt clip
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#7Nur für Portal, StudOn-ZugangRuolin Wang - Computational and Augmented Cancer Grading using Deep Neural NetworksProf. Eva Katharina Breininger2021-06-20 Sommersemester 20217Ruolin Wang - Computational and Augmented Cancer Grading using Deep Neural NetworksProf. Eva Katharina Breininger2021-06-20 Sommersemester 2021Nur für Portal, StudOn-ZugangGesperrt clip
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#8Nur für Portal, StudOn-ZugangRahul Raj Menon - In vivo microstructual analysisProf. Eva Katharina Breininger2021-06-20 Sommersemester 20218Rahul Raj Menon - In vivo microstructual analysisProf. Eva Katharina Breininger2021-06-20 Sommersemester 2021Nur für Portal, StudOn-ZugangGesperrt clip
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#9Nur für Portal, StudOn-ZugangDeepak Charles Cheellapandian - Annotation tools and noisy labelsProf. Eva Katharina Breininger2021-06-20 Sommersemester 20219Deepak Charles Cheellapandian - Annotation tools and noisy labelsProf. Eva Katharina Breininger2021-06-20 Sommersemester 2021Nur für Portal, StudOn-ZugangGesperrt clip
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#10Nur für Portal, StudOn-ZugangDominik Perrin - Staining Differences and Ways to Counteract ThemProf. Eva Katharina Breininger2021-06-20 Sommersemester 202110Dominik Perrin - Staining Differences and Ways to Counteract ThemProf. Eva Katharina Breininger2021-06-20 Sommersemester 2021Nur für Portal, StudOn-ZugangGesperrt clip
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#11Nur für Portal, StudOn-ZugangDóra Varnyú - Image Registration for HistologyProf. Eva Katharina Breininger2021-06-20 Sommersemester 202111Dóra Varnyú - Image Registration for HistologyProf. Eva Katharina Breininger2021-06-20 Sommersemester 2021Nur für Portal, StudOn-ZugangGesperrt clip
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