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Topic: neuronal dendrites

Seminar
1 seminar

In Artificial Intelligence and Bio-Informatics

Seminar · Computer Vision

Introducing YAPiC: An Open Source tool for biologists to perform complex image segmentation with deep learning

Christoph Möhl · Core Research Facilities, German Center of Neurodegenerative Diseases (DZNE) Bonn.

Fri, Aug 27, 2021 · 07:00 UTC

Robust detection of biological structures such as neuronal dendrites in brightfield micrographs, tumor tissue in histological slides, or pathological brain regions in MRI scans is a fundamental task in bio-image analysis. Detection of those structures requests complex decision making which is often impossible with current image analysis software, and therefore typically executed by humans in a tedious and time-consuming manual procedure. Supervised pixel classification based on Deep Convolutional Neural Networks (DNNs) is currently emerging as the most promising technique to solve such complex