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BIOMEDICAL IMAGE PROCESSING

CODE 84345
ACADEMIC YEAR 2017/2018
CREDITS 6 credits during the 2nd year of 8725 Bioengineering (LM-21) GENOVA
SCIENTIFIC DISCIPLINARY SECTOR INF/01
LANGUAGE Italian
TEACHING LOCATION GENOVA (Bioengineering)
SEMESTER 1° Semester
TEACHING MATERIALS AULAWEB

AIMS AND CONTENT

LEARNING OUTCOMES

Il corso introduce algoritmi per la ricostruzione e l'elaborazione delle immagini biomediche. In particolare si trattano, anche attraverso esercitazioni di laboratorio guidate, ricostruzione tomografiche e MRI, segmentazione, algoritmi iterativi per PET e SPECT

AIMS AND LEARNING OUTCOMES

The aim is to knowledge of biomedical images reconstruction and processing algotithms.

In particular this unit introduces: Filtered Back projection, MRI reconstruction, itertive methods for PTE and SPECT and

ITK/VTK software for registration and segmentation of biomedical images

TEACHING METHODS

Combination of traditional lectures (28 hours) and laboratory sessions (20 hours). 

SYLLABUS/CONTENT

•    Tomographic Image Reconstruction:  Filtered Back Projection method, used filters, artefacts and resolution limit.
•    MRI Image reconstruction: main artefacts and methods for their reduction.
•    Iterative algorithms for functional images PET e SPECT (OS-EM)
•    Introduction of the  ITK e VTK toolkit for multi-modal image visualization, segmentation and registration

RECOMMENDED READING/BIBLIOGRAPHY

TEACHERS AND EXAM BOARD

Exam Board

PATRIZIA BOCCACCI (President)

MARCO MASSIMO FATO

LESSONS

TEACHING METHODS

Combination of traditional lectures (28 hours) and laboratory sessions (20 hours). 

EXAMS

ASSESSMENT METHODS

Oral and laboratory examination  

Exam schedule

Date Time Location Type Notes
09/01/2018 14:30 GENOVA Laboratorio INFAL 1 L'orale sara' concordato con gli studenti
02/02/2018 14:30 GENOVA Laboratorio INFAL 1 L'orale sara' concordato con gli studenti
05/06/2018 14:30 GENOVA Laboratorio INFAL 1 L'orale sara' concordato con gli studenti
05/07/2018 14:30 GENOVA Laboratorio INFAL 1 L'orale sara' concordato con gli studenti
04/09/2018 14:30 GENOVA Laboratorio INFAL 1 L'orale sara' concordato con gli studenti