SCIENZE INFORMATICHE E GESTIONE DELLE IMMAGINI

Academic Year 2020/2021 - 1° Year

Teaching Staff

Credit Value: 7
Scientific field

Taught classes: 49 hours
Term / Semester: 2°

Learning Objectives

Bioengineering
The student will be introduced to the main approaches and methodologies used within bioengineering. Some mathematical and computational models for the analysis of biological systems will be introduced. The student will learn some mathematical and computational tools for the treatment of these models.
Computer engineering & Bioimaging
The student will be introduced to the main methods for the generation of bioimaging.
Production, Processing, Management, and Archiving of Images
To know techniques and principles underlying the production, processing, and management of body images.

To examine and evaluate the production of body images according to the different techniques of medical radiology.

To acquire knowledge on the management and archive of bioimages.

Bioengineering
The module includes lectures and tutorials.

Should teaching be carried out in mixed mode or remotely, it may be necessary to introduce changes with respect to previous statements, in line with the programme planned and outlined in the syllabus.
Computer engineering & Bioimaging
The module includes lectures and tutorials.

Should teaching be carried out in mixed mode or remotely, it may be necessary to introduce changes with respect to previous statements, in line with the programme planned and outlined in the syllabus.
Production, Processing, Management, and Archiving of Images
Interactive frontal lessons, with slides, videos, and tutorials.

Any seminars

Should teaching be carried out in mixed mode or remotely, it may be necessary to introduce changes with respect to previous statements, in line with the programme planned and outlined in the syllabus.

Bioengineering
Introduction to Bioengineering.

Complex Networks.

Complex Networks for Biological Circuits.

Analysis of Genetic, Protein and Metabolic Networks.

Examples of Artificial Intelligence and Bioengineering.
Computer engineering & Bioimaging
Introduction to Bioengineering.
Characteristics of image systems.
Medical imaging.
Ionising radiation and X-ray images.
Radioscopic images.
Ultrasound images.
Magnetic resonance imaging.
Reconstructive and other imaging techniques.
Artificial imaging of medical images.
Transmission and representation of bioimages.
Production, Processing, Management, and Archiving of Images
Introduction to diagnostic imaging techniques and body imaging.

X-rays and radiological imaging techniques.

Computed tomography techniques.

Angiography techniques.

Radioisotopic techniques.

Ultrasound techniques.

Magnetic resonance imaging techniques.

Overview on contrast agents in diagnostic imaging techniques.

Principles of management and archives of bioimages.

Bioengineering
Textbooks:

1. W. Mark Saltzman, Biomedical Engineering: Bridging Medicine and Technology, Cambridge Texts in Biomedical Engineering, Cambridge University Press, 2nd Edition, June 2015.

2. Silvio Cavalcanti (A cura di), Biologia Sintetica, Gruppo Nazionale di Bioingegneria, N. 29, Pàtron Editore.

Consultations:

3. Bernhard O. Palsson, Systems Biology Constraint-based Reconstruction and Analysis, Cambridge University Press, 2015.

4. M. A. Marchisio, Introduction in Synthetic Biology – About Modeling, Computation, and Circuit Design, Springer, 2018.

5. Luigi Landini, Nicola Vanello, Analisi e Modelli di Segnali Biomedici, Pisa University Press, 2016.

6. Giuseppe Coppini, Stefano Diciotti, Guido Valli, Bioimmagini, Collana di Ingegneria Biomedica (Diretta da Emanuele Biondi e Claudio Cobelli) Pàtron Editore, 2012.
Computer engineering & Bioimaging
Textbooks:
1. W. Mark Saltzman, Biomedical Engineering: Bridging Medicine and Technology, Cambridge Texts in Biomedical Engineering, Cambridge University Press, 2nd Edition, June 2015.
2. Giuseppe Coppini, Stefano Diciotti, Guido Valli, Bioimmagini, Collana di Ingegneria Biomedica (Diretta da Emanuele Biondi e Claudio Cobelli) Pàtron Editore, 2012.
Production, Processing, Management, and Archiving of Images
G. Cittadini, G. Cittadini, F. Sardanelli, G. Mariani, R. Corvò. Diagnostica per immagini e radioterapia. Edra Editore, 2015.