Deep learning-based phenotyping reclassifies combined hepatocellular-cholangiocarcinoma

Julien Calderaro, Narmin Ghaffari Laleh, Qinghe Zeng, Pascale Maille, Loetitia Favre, Anaïs Pujals, Christophe Klein, Céline Bazille, Lara R. Heij, Arnaud Uguen, Tom Luedde, Luca Di Tommaso, Aurélie Beaufrère, Augustin Chatain, Delphine Gastineau, Cong Trung Nguyen, Hiep Nguyen-Canh, Khuyen Nguyen Thi, Viviane Gnemmi, Rondell P. Graham, Frédéric Charlotte, Dominique Wendum, Mukul Vij, Daniela S. Allende, Federico Aucejo, Alba Diaz, Benjamin Rivière, Astrid Herrero, Katja Evert, Diego Francesco Calvisi, Jérémy Augustin, Wei Qiang Leow, Howard Ho Wai Leung, Emmanuel Boleslawski, Mohamed Rela, Arnaud François, Anthony Wing-Hung Cha, Alejandro Forner, Maria Reig, Manon Allaire, Olivier Scatton, Denis Chatelain, Camille Boulagnon-Rombi, Nathalie Sturm, Benjamin Menahem, Eric Frouin, David Tougeron, Christophe Tournigand, Emmanuelle Kempf, Haeryoung Kim, Massih Ningarhari, Sophie Michalak-Provost, Purva Gopal, Raffaele Brustia, Eric Vibert, Kornelius Schulze, Darius F. Rüther, Sören A. Weidemann, Rami Rhaiem, Jean-Michel Pawlotsky, Xuchen Zhang, Alain Luciani, Sébastien Mulé, Alexis Laurent, Giuliana Amaddeo, Hélène Regnault, Eleonora De Martin, Christine Sempoux, Pooja Navale, Maria Westerhoff, Regina Cheuk-Lam Lo, Jan Bednarsch, Annette Gouw, Catherine Guettier, Marie Lequoy, Kenichi Harada, Pimsiri Sripongpun, Poowadon Wetwittayaklang, Nicolas Loménie, Jarukit Tantipisit, Apichat Kaewdech, Jeanne Shen, Valérie Paradis, Stefano Caruso, Jakob Nikolas Kather

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DOI
10.1038/s41467-023-43749-3
Published
2023-12-14
Container
Nature Communications
Publisher
Springer Science and Business Media LLC
Open access
unknown

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BibTeX

@article{allodium:10.1038/s41467-023-43749-3,
  title = {Deep learning-based phenotyping reclassifies combined hepatocellular-cholangiocarcinoma},
  author = {Julien Calderaro and Narmin Ghaffari Laleh and Qinghe Zeng and Pascale Maille and Loetitia Favre and Anaïs Pujals and Christophe Klein and Céline Bazille and Lara R. Heij and Arnaud Uguen and Tom Luedde and Luca Di Tommaso and Aurélie Beaufrère and Augustin Chatain and Delphine Gastineau and Cong Trung Nguyen and Hiep Nguyen-Canh and Khuyen Nguyen Thi and Viviane Gnemmi and Rondell P. Graham and Frédéric Charlotte and Dominique Wendum and Mukul Vij and Daniela S. Allende and Federico Aucejo and Alba Diaz and Benjamin Rivière and Astrid Herrero and Katja Evert and Diego Francesco Calvisi and Jérémy Augustin and Wei Qiang Leow and Howard Ho Wai Leung and Emmanuel Boleslawski and Mohamed Rela and Arnaud François and Anthony Wing-Hung Cha and Alejandro Forner and Maria Reig and Manon Allaire and Olivier Scatton and Denis Chatelain and Camille Boulagnon-Rombi and Nathalie Sturm and Benjamin Menahem and Eric Frouin and David Tougeron and Christophe Tournigand and Emmanuelle Kempf and Haeryoung Kim and Massih Ningarhari and Sophie Michalak-Provost and Purva Gopal and Raffaele Brustia and Eric Vibert and Kornelius Schulze and Darius F. Rüther and Sören A. Weidemann and Rami Rhaiem and Jean-Michel Pawlotsky and Xuchen Zhang and Alain Luciani and Sébastien Mulé and Alexis Laurent and Giuliana Amaddeo and Hélène Regnault and Eleonora De Martin and Christine Sempoux and Pooja Navale and Maria Westerhoff and Regina Cheuk-Lam Lo and Jan Bednarsch and Annette Gouw and Catherine Guettier and Marie Lequoy and Kenichi Harada and Pimsiri Sripongpun and Poowadon Wetwittayaklang and Nicolas Loménie and Jarukit Tantipisit and Apichat Kaewdech and Jeanne Shen and Valérie Paradis and Stefano Caruso and Jakob Nikolas Kather},
  year = {2023},
  journal = {Nature Communications},
  doi = {10.1038/s41467-023-43749-3},
  url = {https://doi.org/10.1038/s41467-023-43749-3}
}

RIS

TY  - JOUR
TI  - Deep learning-based phenotyping reclassifies combined hepatocellular-cholangiocarcinoma
AU  - Julien Calderaro
AU  - Narmin Ghaffari Laleh
AU  - Qinghe Zeng
AU  - Pascale Maille
AU  - Loetitia Favre
AU  - Anaïs Pujals
AU  - Christophe Klein
AU  - Céline Bazille
AU  - Lara R. Heij
AU  - Arnaud Uguen
AU  - Tom Luedde
AU  - Luca Di Tommaso
AU  - Aurélie Beaufrère
AU  - Augustin Chatain
AU  - Delphine Gastineau
AU  - Cong Trung Nguyen
AU  - Hiep Nguyen-Canh
AU  - Khuyen Nguyen Thi
AU  - Viviane Gnemmi
AU  - Rondell P. Graham
AU  - Frédéric Charlotte
AU  - Dominique Wendum
AU  - Mukul Vij
AU  - Daniela S. Allende
AU  - Federico Aucejo
AU  - Alba Diaz
AU  - Benjamin Rivière
AU  - Astrid Herrero
AU  - Katja Evert
AU  - Diego Francesco Calvisi
AU  - Jérémy Augustin
AU  - Wei Qiang Leow
AU  - Howard Ho Wai Leung
AU  - Emmanuel Boleslawski
AU  - Mohamed Rela
AU  - Arnaud François
AU  - Anthony Wing-Hung Cha
AU  - Alejandro Forner
AU  - Maria Reig
AU  - Manon Allaire
AU  - Olivier Scatton
AU  - Denis Chatelain
AU  - Camille Boulagnon-Rombi
AU  - Nathalie Sturm
AU  - Benjamin Menahem
AU  - Eric Frouin
AU  - David Tougeron
AU  - Christophe Tournigand
AU  - Emmanuelle Kempf
AU  - Haeryoung Kim
AU  - Massih Ningarhari
AU  - Sophie Michalak-Provost
AU  - Purva Gopal
AU  - Raffaele Brustia
AU  - Eric Vibert
AU  - Kornelius Schulze
AU  - Darius F. Rüther
AU  - Sören A. Weidemann
AU  - Rami Rhaiem
AU  - Jean-Michel Pawlotsky
AU  - Xuchen Zhang
AU  - Alain Luciani
AU  - Sébastien Mulé
AU  - Alexis Laurent
AU  - Giuliana Amaddeo
AU  - Hélène Regnault
AU  - Eleonora De Martin
AU  - Christine Sempoux
AU  - Pooja Navale
AU  - Maria Westerhoff
AU  - Regina Cheuk-Lam Lo
AU  - Jan Bednarsch
AU  - Annette Gouw
AU  - Catherine Guettier
AU  - Marie Lequoy
AU  - Kenichi Harada
AU  - Pimsiri Sripongpun
AU  - Poowadon Wetwittayaklang
AU  - Nicolas Loménie
AU  - Jarukit Tantipisit
AU  - Apichat Kaewdech
AU  - Jeanne Shen
AU  - Valérie Paradis
AU  - Stefano Caruso
AU  - Jakob Nikolas Kather
PY  - 2023
JO  - Nature Communications
DO  - 10.1038/s41467-023-43749-3
UR  - https://doi.org/10.1038/s41467-023-43749-3
ER  - 

APA

Calderaro, J., Laleh, N. G., Zeng, Q., Maille, P., Favre, L., Pujals, A., Klein, C., Bazille, C., Heij, L. R., Uguen, A., Luedde, T., Tommaso, L. D., Beaufrère, A., Chatain, A., Gastineau, D., Nguyen, C. T., Nguyen-Canh, H., Thi, K. N., Gnemmi, V., Graham, R. P., Charlotte, F., Wendum, D., Vij, M., Allende, D. S., Aucejo, F., Diaz, A., Rivière, B., Herrero, A., Evert, K., Calvisi, D. F., Augustin, J., Leow, W. Q., Leung, H. H. W., Boleslawski, E., Rela, M., François, A., Cha, A. W., Forner, A., Reig, M., Allaire, M., Scatton, O., Chatelain, D., Boulagnon-Rombi, C., Sturm, N., Menahem, B., Frouin, E., Tougeron, D., Tournigand, C., Kempf, E., Kim, H., Ningarhari, M., Michalak-Provost, S., Gopal, P., Brustia, R., Vibert, E., Schulze, K., Rüther, D. F., Weidemann, S. A., Rhaiem, R., Pawlotsky, J., Zhang, X., Luciani, A., Mulé, S., Laurent, A., Amaddeo, G., Regnault, H., Martin, E. D., Sempoux, C., Navale, P., Westerhoff, M., Lo, R. C., Bednarsch, J., Gouw, A., Guettier, C., Lequoy, M., Harada, K., Sripongpun, P., Wetwittayaklang, P., Loménie, N., Tantipisit, J., Kaewdech, A., Shen, J., Paradis, V., Caruso, S., & Kather, J. N. (2023). Deep learning-based phenotyping reclassifies combined hepatocellular-cholangiocarcinoma. Nature Communications. https://doi.org/10.1038/s41467-023-43749-3

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