The Effect of the Loss on Generalization: Empirical Study on Synthetic Lung Nodule Data

Vasileios Baltatzis, Loïc Le Folgoc, Sam Ellis, Octavio E. Martinez Manzanera, Kyriaki-Margarita Bintsi, Arjun Nair, Sujal Desai, Ben Glocker, Julia A. Schnabel. The Effect of the Loss on Generalization: Empirical Study on Synthetic Lung Nodule Data. In Mauricio Reyes 0001, Pedro Henriques Abreu, Jaime S. Cardoso 0001, Mustafa Hajij, Ghada Zamzmi, Paul Rahul, Lokendra Thakur, editors, Interpretability of Machine Intelligence in Medical Image Computing, and Topological Data Analysis and Its Applications for Medical Data - 4th International Workshop, iMIMIC 2021, and 1st International Workshop, TDA4MedicalData 2021, Held in Conjunction with MICCAI 2021, Strasbourg, France, September 27, 2021, Proceedings. Volume 12929 of Lecture Notes in Computer Science, pages 56-64, Springer, 2021. [doi]

Abstract

Abstract is missing.