Have a personal or library account? Click to login
Mixup (Sample Pairing) Can Improve the Performance of Deep Segmentation Networks Cover

Mixup (Sample Pairing) Can Improve the Performance of Deep Segmentation Networks

Journal of Artificial Intelligence and Soft Computing Research
Volume 12 (2022): Issue 1 (January 2022)
By: Lars J. Isaksson,  Paul Summers,  Sara Raimondi,  Sara Gandini,  Abhir Bhalerao,  Giulia Marvaso,  Giuseppe Petralia,  Matteo Pepa and  Barbara A. Jereczek-Fossa  
Open Access
|Oct 2021

Authors

Lars J. Isaksson

larsjohannes.isaksson@ieo.it

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
DOI: https://doi.org/10.2478/jaiscr-2022-0003
Journal RSS Feed
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:
magnetic resonance imaging,
segmentation,
prostate,
data augmentation,
mixup
Related subjects:
Computer sciences,
Artificial intelligence,
Databases and data mining

© 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.

Previous articleVolume 12 (2022): Issue 1 (January 2022)Next article