Pérez-García, Fernando http://orcid.org/0000-0001-9090-3024
Dorent, Reuben http://orcid.org/0000-0002-7530-0644
Rizzi, Michele http://orcid.org/0000-0002-7936-6536
Cardinale, Francesco http://orcid.org/0000-0002-5141-9202
Frazzini, Valerio http://orcid.org/0000-0003-1187-3352
Navarro, Vincent http://orcid.org/0000-0003-0077-8114
Essert, Caroline http://orcid.org/0000-0003-2572-9730
Ollivier, Irène
Vercauteren, Tom http://orcid.org/0000-0003-1794-0456
Sparks, Rachel http://orcid.org/0000-0003-1553-7903
Duncan, John S. http://orcid.org/0000-0002-1373-0681
Ourselin, Sébastien http://orcid.org/0000-0002-5694-5340
Funding for this research was provided by:
Wellcome Trust (218380/Z/19/Z/, 218380/Z/19/Z/)
Wellcome Trust (218380/Z/19/Z/, 203145Z/16/Z)
Wellcome Trust (203148/Z/16/Z)
Engineering and Physical Sciences Research Council (NS/A000049/1)
Royal Academy of Engineering (RCSRF1819/7/34)
Article History
Received: 1 February 2021
Accepted: 21 May 2021
First Online: 13 June 2021
Declarations
:
: The authors declare that they have no conflict of interest.
: The code for resection simulation, training and inference is available at ExternalRef removed. A tool to segment RCs using our best model (section “Self-supervised learning: training with simulated resections only”) can be installed from the Python Package Index (PyPI): <tt>pip install resseg</tt>.
: All procedures performed in studies involving human participants were in accordance with the ethical standards of the institutional and/or national research committee and with the 1964 Helsinki Declaration and its later amendments or comparable ethical standards.
: For this type of study, formal consent was not required.