Automatic Kidney Image Segmentation During Robot-Assisted Partial Nephrectomy Using a Deep Learning Model Based on a Multiannotator Dataset: Model Development and Validation Study

Gaëlle Margue, Kilian Chandelon, Maxime Pattou, Alice Pitout, Abderrahmane Khaddad, Federico Rubat-Baleuri, Julie Desternes, Laura Richert, Nicolas Bourdel, Adrien Bartoli, Jean-Christophe Bernhard

Open source

DOI
10.2196/82540
Published
2026-09-02
Container
JMIR Medical Informatics
Publisher
JMIR Publications Inc.
Open access
unknown

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BibTeX

@article{allodium:10.2196/82540,
  title = {Automatic Kidney Image Segmentation During Robot-Assisted Partial Nephrectomy Using a Deep Learning Model Based on a Multiannotator Dataset: Model Development and Validation Study},
  author = {Gaëlle Margue and Kilian Chandelon and Maxime Pattou and Alice Pitout and Abderrahmane Khaddad and Federico Rubat-Baleuri and Julie Desternes and Laura Richert and Nicolas Bourdel and Adrien Bartoli and Jean-Christophe Bernhard},
  year = {2026},
  journal = {JMIR Medical Informatics},
  doi = {10.2196/82540},
  url = {https://doi.org/10.2196/82540}
}

RIS

TY  - JOUR
TI  - Automatic Kidney Image Segmentation During Robot-Assisted Partial Nephrectomy Using a Deep Learning Model Based on a Multiannotator Dataset: Model Development and Validation Study
AU  - Gaëlle Margue
AU  - Kilian Chandelon
AU  - Maxime Pattou
AU  - Alice Pitout
AU  - Abderrahmane Khaddad
AU  - Federico Rubat-Baleuri
AU  - Julie Desternes
AU  - Laura Richert
AU  - Nicolas Bourdel
AU  - Adrien Bartoli
AU  - Jean-Christophe Bernhard
PY  - 2026
JO  - JMIR Medical Informatics
DO  - 10.2196/82540
UR  - https://doi.org/10.2196/82540
ER  - 

APA

Margue, G., Chandelon, K., Pattou, M., Pitout, A., Khaddad, A., Rubat-Baleuri, F., Desternes, J., Richert, L., Bourdel, N., Bartoli, A., & Bernhard, J. (2026). Automatic Kidney Image Segmentation During Robot-Assisted Partial Nephrectomy Using a Deep Learning Model Based on a Multiannotator Dataset: Model Development and Validation Study. JMIR Medical Informatics. https://doi.org/10.2196/82540

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