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Advanced Courses III

Code 16866
Year 1
Semester S2
ECTS Credits 5
Workload TP(40H)
Scientific area Biomedicina/Medicina/Bioquímica
Entry requirements N/A
Learning outcomes On completion of the course, the student is expected to:
- Be familiar with the various basic and advanced fluorescence microscopy techniques used in biomedical research;
- Have acquired the basics of image analysis methods such as digitization, image enhancement, segmentation and feature classification;
- Know how to select the appropriate image acquisition mode for the intended purpose;
- Perform manual and automatic measurements using image analysis tools;
- Perform object tracking;
- Analyze histological tissues;
- Understand the applications and limitations of each technique;
- Know and apply the fundamental notions of ethics in image analysis.
Syllabus Introduction to Fluorescence Microscopy
Optical Sectioning
Live Cell Imaging
Super-Resolution Microscopy
Introduction to ZEN Microscopy Software
Introduction to Image Analysis
Introduction to FIJI Software (Is Just ImageJ)
Hands-On FIJI (Fluorescence Intensity Analysis, Colocalization)
Introduction to Macro Development
Introduction to Imaris Software
Hands-On Imaris (Object Tracking)
Introduction to Deconvolution
Introduction to QuPath Software
Hands-On QuPath (Histological Tissue Analysis)
Main Bibliography - Fluorescence Microscopy: From Principles to Biological Applications, 2nd Edition. Ulrich Kubitscheck (Editor) ISBN: 978-3-527-33837-5 June 2017 Wiley-Blackwell
- Bioimage Data Analysis, Edited by Kota Miura, Wiley-VCH. ePDF ISBN: 978-3-527-80092-6
- Quantitative Imaging in Cell Biology, Methods in Cell Biology, Volume 123 (2014). Editors Jennifer C. Waters & Torsten Wittmann
Teaching Methodologies and Assessment Criteria The course consists of theoretical sessions, hands-on practical sessions on the microscopes used in the microscopy lab, and theoretical-practical image analysis sessions. The theoretical sessions provide the theoretical basis for fluorescence microscopy techniques and the basic concepts of image acquisition and analysis in biomedical research. The hands-on practical sessions on microscopes and the theoretical-practical sessions on image analysis enable the application of the concepts presented in the theoretical sessions and the use of the available tools to build appropriate workflows for a given research objective. Assessment involves the individual application of knowledge in contexts that students will be able to transfer to their own research projects.
Language Portuguese. Tutorial support is available in English.
Last updated on: 2025-03-02

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