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Agathe Guilloux
Agathe Guilloux
INRIA HeKA
Adresse e-mail validée de inria.fr - Page d'accueil
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Association of primary resistance to immune checkpoint inhibitors in metastatic colorectal cancer with misdiagnosis of microsatellite instability or mismatch repair deficiency …
R Cohen, E Hain, O Buhard, A Guilloux, A Bardier, R Kaci, P Bertheau, ...
JAMA oncology 5 (4), 551-555, 2019
2162019
Impact of p53 expression and microsatellite instability on stage III colon cancer disease-free survival in patients treated by 5-fluorouracil and leucovorin with or without …
A Zaanan, P Cuilliere-Dartigues, A Guilloux, Y Parc, C Louvet, ...
Annals of oncology 21 (4), 772-780, 2010
1742010
Incidence and mortality from stomach cancer in Japan, Slovenia and the USA
R Lambert, A Guilloux, A Oshima, V Pompe‐Kirn, F Bray, M Parkin, W Ajiki, ...
International Journal of Cancer 97 (6), 811-818, 2002
1632002
Practical implications of imposing a new world standard population
F Bray, A Guilloux, R Sankila, DM Parkin
Cancer causes & control 13, 175-182, 2002
1322002
Diagnosis of constitutional mismatch repair-deficiency syndrome based on microsatellite instability and lymphocyte tolerance to methylating agents
S Bodo, C Colas, O Buhard, A Collura, J Tinat, N Lavoine, A Guilloux, ...
Gastroenterology 149 (4), 1017-1029. e3, 2015
922015
Patients with colorectal tumors with microsatellite instability and large deletions in HSP110 T17 have improved response to 5-fluorouracil–based chemotherapy
A Collura, A Lagrange, M Svrcek, L Marisa, O Buhard, A Guilloux, ...
Gastroenterology 146 (2), 401-411. e1, 2014
902014
High-dimensional additive hazards models and the Lasso
S Gaïffas, A Guilloux
682012
HSP110 T17 simplifies and improves the microsatellite instability testing in patients with colorectal cancer
O Buhard, A Lagrange, A Guilloux, C Colas, M Chouchène, ...
Journal of medical genetics 53 (6), 377-384, 2016
662016
Clonal tracking in gene therapy patients reveals a diversity of human hematopoietic differentiation programs
E Six, A Guilloux, A Denis, A Lecoules, A Magnani, R Vilette, F Male, ...
Blood, The Journal of the American Society of Hematology 135 (15), 1219-1231, 2020
592020
Nonsense-mediated mRNA decay impacts MSI-driven carcinogenesis and anti-tumor immunity in colorectal cancers
J El-Bchiri, A Guilloux, P Dartigues, E Loire, D Mercier, O Buhard, ...
PLoS One 3 (7), e2583, 2008
592008
Adaptive estimation of the conditional intensity of marker-dependent counting processes
F Comte, S Gaïffas, A Guilloux
Annales de l'IHP Probabilités et statistiques 47 (4), 1171-1196, 2011
392011
Binarsity: a penalization for one-hot encoded features in linear supervised learning
MZ Alaya, S Bussy, S Gaïffas, A Guilloux
Journal of Machine Learning Research 20 (118), 1-34, 2019
312019
Identification of positively and negatively selected driver gene mutations associated with colorectal cancer with microsatellite instability
V Jonchère, L Marisa, M Greene, A Virouleau, O Buhard, R Bertrand, ...
Cellular and molecular gastroenterology and hepatology 6 (3), 277-300, 2018
312018
Nonparametric density estimation in presence of bias and censoring
E Brunel, F Comte, A Guilloux
Test 18, 166-194, 2009
302009
ConvSCCS: convolutional self-controlled case series model for lagged adverse event detection
M Morel, E Bacry, S Gaïffas, A Guilloux, F Leroy
Biostatistics 21 (4), 758-774, 2020
222020
C-mix: A high-dimensional mixture model for censored durations, with applications to genetic data
S Bussy, A Guilloux, S Gaïffas, AS Jannot
Statistical methods in medical research 28 (5), 1523-1539, 2019
192019
Comparison of methods for early-readmission prediction in a high-dimensional heterogeneous covariates and time-to-event outcome framework
S Bussy, R Veil, V Looten, A Burgun, S Gaïffas, A Guilloux, B Ranque, ...
BMC medical research methodology 19, 1-9, 2019
182019
Difficulty influence on motivation over time in video games using survival analysis
T Allart, G Levieux, M Pierfitte, A Guilloux, S Natkin
Proceedings of the 12th International Conference on the Foundations of …, 2017
162017
Assessment of performance, interpretability, and explainability in artificial intelligence–based health technologies: what healthcare stakeholders need to know
L Farah, JM Murris, I Borget, A Guilloux, NM Martelli, SIM Katsahian
Mayo Clinic Proceedings: Digital Health 1 (2), 120-138, 2023
152023
Learning the intensity of time events with change-points
MZ Alaya, S Gaïffas, A Guilloux
IEEE Transactions on Information Theory 61 (9), 5148-5171, 2015
152015
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