Fontanellaz, Matthias Andreas

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Fontanellaz, M.; Christe, A.; Christodoulidis, S.; Dack, E.; Roos, J.; Drakopoulos, D.; Sieron, D.; Peters, A.; Geiser, T.; Funke-Chambour, M.; Heverhagen, J.; Hoppe, H.; Exadaktylos, A. K.; Ebner, L.; Mougiakakou, S. (2024). Computer-Aided Diagnosis System for Lung Fibrosis: From the Effect of Radiomic Features and Multi-Layer-Perceptron Mixers to Pre-Clinical Evaluation. IEEE access, 12, pp. 25642-25656. IEEE 10.1109/ACCESS.2024.3350430


Dack, Ethan; Christe, Andreas; Fontanellaz, Matthias; Brigato, Lorenzo; Heverhagen, Johannes T; Peters, Alan A; Huber, Adrian T; Hoppe, Hanno; Mougiakakou, Stavroula; Ebner, Lukas (2023). Artificial Intelligence and Interstitial Lung Disease: Diagnosis and Prognosis. Investigative radiology, 58(8), pp. 602-609. Wolters Kluwer Health 10.1097/RLI.0000000000000974


Afshar-Oromieh, Ali; Prosch, Helmut; Schaefer-Prokop, Cornelia; Bohn, Karl Peter; Alberts, Ian; Mingels, Clemens; Thurnher, Majda; Cumming, Paul; Shi, Kuangyu; Peters, Alan; Geleff, Silvana; Lan, Xiaoli; Wang, Feng; Huber, Adrian; Gräni, Christoph; Heverhagen, Johannes T.; Rominger, Axel; Fontanellaz, Matthias; Schöder, Heiko; Christe, Andreas; ... (2021). 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. Springer-Verlag 10.1007/s00259-021-05375-3

Fontanellaz, Matthias Andreas; Jankovic, Marko; Mougiakakou, Stavroula (March 2021). Gradual Fine-Tuning for accurate Blood Glucose Level Prediction (Unpublished). In: 14th International Conference on Advanced Technologies & Treatments for Diabetes.


Fontanellaz, Matthias Andreas; Ebner, Lukas; Huber, Adrian; Peters, Alan; Löbelenz, Laura; Hourscht, Cynthia; Klaus, Jeremias; Munz, Jaro; Ruder, Thomas; Drakopoulos, Dionysios; Sieron, Dominik; Primetis, Elias; Heverhagen, Johannes; Mougiakakou, Stavroula; Christe, Andreas (2020). 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. Wolters Kluwer Health 10.1097/RLI.0000000000000748


Fontanellaz, Matthias; Christodoulidis, Stergios; Mougiakakou, Stavroula (21 October 2019). 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 10.1145/3347448.3357163

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