Courses – Fakultet tehničkih nauka u Novom Sadu

Subject: Diagnostic Visualisations (17.BMIM2E)

Type of studies	Title
Master Academic Studies	Biomedical Engineering (Year: 1, Semester: Winter)
Master Academic Studies	Artificial Intelligence and Machine Learning (Year: 2, Semester: Winter)

General information:

Category	Theoretical-methodological
Scientific or art field	Telecommunications and Signal Processing
ECTS	6

To introduce different medical imaging techniques of organs, tissues, physiological and metabolic processes visualisation. To introduce possibilities of multimodal, multiparametric and machine learning approaches in computer aided diagnostics according to medical imaging data. To introduce techniques of large-scale data management.

After these course students will be able to understand and use medical imaging techniques for visualisation of different morphological, functional and metabolic characteristics of organs and tissues. Students will also learn about actual multimodal and multiparametric approach in medical diagnostics and therapy monitoring.

- Contrast agents in medical imaging - MPR (Multiplanar Reconstruction) and VR (Volume Rendering) techniques - Blood vessel visualization techniques - Perfusion technique in visualisation of tissue and organ characteristics and perfusion map generation - Diffusion technique in visualisation of organ and tissue characteristics and diffusion map generation - Visualisation of metabolites and metabolite map generation - Cardiac imaging: heart morphology and function visualisation - Visualization of brain function and generation of functional brain maps - Multimodal and multiparametric approach in computer aided diagnostics and large scale data management

Lectures and computer lab exercises

Authors	Title	Year	Publisher	Language
R. Weissleder, B. Ross, A.Rehemtulla, S. Gambhir	Molecular imaging, principles and practice	2010	People’s medical publishing house-USA, Connecticut	English
Marz, N., Warren, J.	Big Data : Principles and best practices of scalable realtime data systems	2015	Manning Publications, New York	English
Jonathan H. Gillard, Adam D. Waldman, Peter B. Barker	Clinical MR Neuroimaging Physiological and Functional Techniques	2010	Cambridge University Press, UK	English
Bernhard Preim, Dirk Bartz	Visualization in medicine-Theory, algorithms and applications	2007	Morgan Kaufmann Publishers is an imprint of Elsevier.	English
Sonka, M., Fitzpatrick, J.M., (ed.)	Handbook of medical imaging. Volume 2, Medical image processing and analysis : [Part 1, 2]	2000	SPIE Press, Bellingham, Wash.	English