Mixup (Sample Pairing) Can Improve the Performance of Deep Segmentation Networks
Authors
Lars J. Isaksson
Division of Radiotherapy, European Institute of Oncology IRCCS, Milan, Italy
Paul Summers
Division of Radiology, European Institute of Oncology IRCCS, Milan, Italy
Sara Raimondi
Department of Experimental Oncology, European Institute of Oncology IRCCS, Milan, Italy
Sara Gandini
Department of Experimental Oncology, European Institute of Oncology IRCCS, Milan, Italy
Abhir Bhalerao
Department of Computer Science, University of Warwick, Warwick
Giulia Marvaso
Division of Radiotherapy, European Institute of Oncology IRCCS, Milan, Italy
Department of Oncology and Hemato-oncology, University of Milan, Milan, Italy
Giuseppe Petralia
Division of Radiology, European Institute of Oncology IRCCS, Milan, Italy
Department of Oncology and Hemato-oncology, University of Milan, Milan, Italy
Matteo Pepa
Division of Radiotherapy, European Institute of Oncology IRCCS, Milan, Italy
Barbara A. Jereczek-Fossa
Division of Radiotherapy, European Institute of Oncology IRCCS, Milan, Italy
Department of Oncology and Hemato-oncology, University of Milan, Milan, Italy
Language: English
Page range: 29 - 39
Submitted on: Mar 11, 2021
Accepted on: Jul 2, 2021
Published on: Oct 8, 2021
Published by: SAN University
In partnership with: Paradigm Publishing Services
Publication frequency: 4 issues per year
Keywords:
Related subjects:
© 2021 Lars J. Isaksson, Paul Summers, Sara Raimondi, Sara Gandini, Abhir Bhalerao, Giulia Marvaso, Giuseppe Petralia, Matteo Pepa, Barbara A. Jereczek-Fossa, published by SAN University
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.