ARTORG Center for Biomedical Engineering Research

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2023/12/18 | People | Artificial Intelligence

PhD thesis defense Matthias Fontanellaz

The ARTORG Center congratulates Matthias Fontanellaz for his successful PhD thesis defense on 29 November 2023! At the AI in Health and Nutrition lab, Matthias investigated AI as support tool under the title “From diagnosis to disease management: the use of AI in medical decision support systems”. For his research, he focused on AI technology to diagnose lung diseases from CT imaging and also encompassing work on blood glucose prediction.

Matthias Fontanellaz working on a COVID-19 pneumonia prediction application, in collaboration with the Departments of Radiology and Pneumology of the Inselspital. (Adrian Moser © University of Bern)

Publications:

Artificial Intelligence and Interstitial Lung Disease: Diagnosis and Prognosis. Investigative radiology, 58(8), pp. 602-609, 2023.
A comprehensive review of imaging findings in COVID-19 - status in early 2021. European journal of nuclear medicine and molecular imaging, 48(8), pp. 2500-2524, 2021.
A Deep-Learning Diagnostic Support System for the Detection of COVID-19 Using Chest Radiographs: A Multireader Validation Study. Investigative radiology, 56(6), pp. 348-356. 2021.
Self-Attention and Ingredient-Attention Based Model for Recipe Retrieval from Image Queries. In: 5th International Workshop on Multimedia Assisted Dietary Management (MADiMa '19) (pp. 25-31). New York: ACM

Artificial Intelligence in Health and Nutrition lab