Machine learning identifies the independent role of dysplasia in the prediction of response to chemotherapy in AML

Matthieu Duchmann; Orianne Wagner-Ballon; Thomas Boyer; Meyling Cheok; Elise Fournier; Estelle Guerin; Laurène Fenwarth; Bouchra Badaoui; Nicolas Freynet; Emmanuel Benayoun; Daniel Lusina; Isabel Garcia; Claude Gardin; Pierre Fenaux; Cécile Pautas; Bruno Quesnel; Pascal Turlure; Christine Terré; Xavier Thomas; Juliette Lambert; Aline Renneville; Claude Preudhomme; Hervé Dombret; Raphael Itzykson; Thomas Cluzeau

doi:10.1038/s41375-021-01435-7

Journal Articles Leukemia Year : 2021

Machine learning identifies the independent role of dysplasia in the prediction of response to chemotherapy in AML

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Matthieu Duchmann

Function : Author

Orianne Wagner-Ballon

Function : Author
PersonId : 756203
ORCID : 0000-0001-9071-6683
IdRef : 079569668

Thomas Boyer

Function : Author
PersonId : 781879
ORCID : 0000-0001-8133-5491
IdRef : 16839281X

Hétérogénéité, Plasticité et Résistance aux Thérapies des Cancers = Cancer Heterogeneity, Plasticity and Resistance to Therapies - UMR 9020 - U 1277

Institut de Pathologie [CHU Lille]

Meyling Cheok

Function : Author
PersonId : 769023
ORCID : 0000-0002-7820-8026
IdRef : 19092876X

Hétérogénéité, Plasticité et Résistance aux Thérapies des Cancers = Cancer Heterogeneity, Plasticity and Resistance to Therapies - UMR 9020 - U 1277

Elise Fournier

Function : Author

Hétérogénéité, Plasticité et Résistance aux Thérapies des Cancers = Cancer Heterogeneity, Plasticity and Resistance to Therapies - UMR 9020 - U 1277

Institut de Pathologie [CHU Lille]

Estelle Guerin

Function : Author

Laurène Fenwarth

Function : Author
PersonId : 803088
ORCID : 0000-0003-2808-4843

Hétérogénéité, Plasticité et Résistance aux Thérapies des Cancers = Cancer Heterogeneity, Plasticity and Resistance to Therapies - UMR 9020 - U 1277

Institut de Pathologie [CHU Lille]

Bouchra Badaoui

Function : Author

Nicolas Freynet

Function : Author

Emmanuel Benayoun

Function : Author

Daniel Lusina

Function : Author

Isabel Garcia

Function : Author

Claude Gardin

Function : Author

Pierre Fenaux

Function : Author

Cécile Pautas

Function : Author

Bruno Quesnel

Function : Author

Hétérogénéité, Plasticité et Résistance aux Thérapies des Cancers = Cancer Heterogeneity, Plasticity and Resistance to Therapies - UMR 9020 - U 1277

Service des Maladies du Sang [CHU Lille]

Pascal Turlure

Function : Author

Christine Terré

Function : Author

Xavier Thomas

Function : Author

Juliette Lambert

Function : Author

Aline Renneville

Function : Author
PersonId : 1353845
IdHAL : aline-renneville
ORCID : 0000-0003-0805-9640

Cellules souches hématopoïétiques et développement des hémopathies myéloïdes

Claude Preudhomme

Function : Author

Hétérogénéité, Plasticité et Résistance aux Thérapies des Cancers = Cancer Heterogeneity, Plasticity and Resistance to Therapies - UMR 9020 - U 1277

Institut Coeur Poumon [CHU Lille]

Hervé Dombret

Function : Author

Raphael Itzykson

Function : Author
PersonId : 767594
ORCID : 0000-0003-2139-6262
IdRef : 169090930

Thomas Cluzeau

Function : Author
PersonId : 1275422
ORCID : 0000-0002-6745-1127
IdRef : 153060549

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Life Sciences [q-bio]

Meyling Cheok : Connect in order to contact the contributor

https://hal.science/hal-04541107

Submitted on : Wednesday, April 10, 2024-4:11:25 PM

Last modification on : Thursday, December 19, 2024-11:12:04 AM

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hal-04541107 , version 1 (10-04-2024)

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HAL Id : hal-04541107 , version 1
DOI : 10.1038/s41375-021-01435-7

Cite

Matthieu Duchmann, Orianne Wagner-Ballon, Thomas Boyer, Meyling Cheok, Elise Fournier, et al.. Machine learning identifies the independent role of dysplasia in the prediction of response to chemotherapy in AML. Leukemia, 2021, 36 (3), pp.656-663. ⟨10.1038/s41375-021-01435-7⟩. ⟨hal-04541107⟩

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Machine learning identifies the independent role of dysplasia in the prediction of response to chemotherapy in AML

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