Biblio

Subsampling under distributional constraintsJournal articleFlorian Combes, Ricardo Fraiman et Badih Ghattas, Statistical Analysis and Data Mining: The ASA Data Science Journal, Volume 17, Issue 1, pp. e11661, 2024

Looking for a hyper polyhedron within the multidimensional space of Design Space from the results of Designs of ExperimentsJournal articleDiane Manzon, Badih Ghattas, Magalie Claeys-Bruno, Sophie Declomesnil, Christophe Carité et Michelle Sergent, Chemometrics and Intelligent Laboratory Systems, Volume 232, pp. 104712, 2023

Machine Learning Alternatives to Response Surface ModelsJournal articleBadih Ghattas et Diane Manzon, Mathematics, Volume 11, Issue 15, pp. 3406, 2023

Clustering based on unsupervised binary trees to define subgroups of cancer patients according to symptom severity in cancerJournal articlePierre Michel, Zeinab Hamidou, Karine Baumstarck, Badih Ghattas, Noémie Resseguier, Olivier Chinot, Fabrice Barlesi, Sébastien Salas, Laurent Boyer et Pascal Auquier, Quality of Life Research: An International Journal of Quality of Life Aspects of Treatment, Care and Rehabilitation, Volume 27, Issue 2, pp. 555-565, 2018

Computerized adaptive testing with decision regression trees: an alternative to item response theory for quality of life measurement in multiple sclerosisJournal articlePierre Michel, Karine Baumstarck, Anderson Loundou, Badih Ghattas, Pascal Auquier et Laurent Boyer, Patient Preference and Adherence, Volume 12, pp. 1043-1053, 2018

Modernizing quality of life assessment: development of a multidimensional computerized adaptive questionnaire for patients with schizophreniaJournal articlePierre Michel, Karine Baumstarck, Christophe Lançon, Badih Ghattas, Anderson Loundou, Pascal Auquier et Laurent Boyer, Quality of Life Research: An International Journal of Quality of Life Aspects of Treatment, Care and Rehabilitation, Volume 27, Issue 4, pp. 1041-1054, 2018

Clustering nominal data using unsupervised binary decision trees: Comparisons with the state of the art methodsJournal articleBadih Ghattas, Pierre Michel et Laurent Boyer, Pattern Recognition, Volume 67, pp. 177-185, 2017

Defining Quality of Life Levels to Enhance Clinical Interpretation in Multiple Sclerosis: Application of a Novel Clustering MethodJournal articlePierre Michel, Karine Baumstarck, Laurent Boyer, Oscar Fernandez, Peter Flachenecker, Jean Pelletier, Anderson Loundou, Badih Ghattas, Pascal Auquier et on behalf of Group, Medical Care, Volume 55, Issue 1, pp. e1, 2017

A Multidimensional Computerized Adaptive Short-Form Quality of Life Questionnaire Developed and Validated for Multiple Sclerosis: The MusiQoL-MCATJournal articlePierre Michel, Karine Baumstarck, Badih Ghattas, Jean Pelletier, Anderson Loundou, Mohamed Boucekine, Pascal Auquier et Laurent Boyer, Medicine, Volume 95, Issue 14, pp. e3068, 2016

Development of a cross-cultural item bank for measuring quality of life related to mental health in multiple sclerosis patientsJournal articlePierre Michel, Pascal Auquier, Karine Baumstarck, Jean Pelletier, Anderson Loundou, Badih Ghattas et Laurent Boyer, Quality of Life Research: An International Journal of Quality of Life Aspects of Treatment, Care and Rehabilitation, Volume 24, Issue 9, pp. 2261-2271, 2015

How to interpret multidimensional quality of life questionnaires for patients with schizophrenia?Journal articlePierre Michel, Pascal Auquier, Karine Baumstarck, Anderson Loundou, Badih Ghattas, Christophe Lançon et Laurent Boyer, Quality of Life Research: An International Journal of Quality of Life Aspects of Treatment, Care and Rehabilitation, Volume 24, Issue 10, pp. 2483-2492, 2015

Statistical challenges of quality of life and cancer: new avenues for future researchJournal articleLaurent Boyer, Karine Baumstarck, Pierre Michel, Mohamed Boucekine, Amelie Anota, Franck Bonnetain, Joel Coste, Bruno Falissard, Alice Guilleux, Jean-Benoit Hardouin, et al., Expert Review of Pharmacoeconomics & Outcomes Research, Volume 14, Issue 1, pp. 19-22, 2014

Finding the best trade-off between performance and interpretability in predicting hospital length of stay using structured and unstructured dataJournal articleFranck Jaotombo, Luca Adorni, Badih Ghattas et Laurent Boyer, PLoS ONE, Volume 18, Issue 11, pp. e0289795, Forthcoming