Clinical Data Analytics With Time-Related Graphical User Interfaces: Application to Pharmacovigilance

by Thibault Ledieu, Thibault Ledieu, Guillaume Bouzillé, Guillaume Bouzillé, Guillaume Bouzillé, Elisabeth Polard, Catherine Plaisant, Frantz Thiessard, Marc Cuggia, Marc Cuggia, Marc Cuggia
Published 2018-08-01

Improving case-based reasoning systems by combining k-nearest neighbour algorithm with logistic regression in the prediction of patients' registration on the renal transplant waiti...

by Boris Campillo-Gimenez, Wassim Jouini, Sahar Bayat, Marc Cuggia
Published 2013-01-01

Drug–Drug Interactions in Elderly Patients with Potentially Inappropriate Medications in Primary Care, Nursing Home and Hospital Settings: A Systematic Review and a Preliminary Stu...

by Mathilde Bories, Guillaume Bouzillé, Marc Cuggia, Pascal Le Corre
Published 2021-02-01

Machine learning is the key to diagnose COVID-19: a proof-of-concept study

by Cedric Gangloff, Sonia Rafi, Guillaume Bouzillé, Louis Soulat, Marc Cuggia
Published 2021-03-01

Author Correction: Machine learning is the key to diagnose COVID-19: a proof-of-concept study

by Cedric Gangloff, Sonia Rafi, Guillaume Bouzillé, Louis Soulat, Marc Cuggia
Published 2021-08-01

Combining information from a clinical data warehouse and a pharmaceutical database to generate a framework to detect comorbidities in electronic health records

by Emmanuelle Sylvestre, Guillaume Bouzillé, Emmanuel Chazard, Cécil His-Mahier, Christine Riou, Marc Cuggia
Published 2018-01-01

Influenza forecasting for French regions combining EHR, web and climatic data sources with a machine learning ensemble approach.

by Canelle Poirier, Yulin Hswen, Guillaume Bouzillé, Marc Cuggia, Audrey Lavenu, John S Brownstein, Thomas Brewer, Mauricio Santillana
Published 2021-01-01

Timeline representation of clinical data: usability and added value for pharmacovigilance

by Thibault Ledieu, Guillaume Bouzillé, Frantz Thiessard, Karine Berquet, Pascal Van Hille, Eric Renault, Elisabeth Polard, Marc Cuggia
Published 2018-10-01

Factors influencing the development of primary care data collection projects from electronic health records: a systematic review of the literature

by Marie-Line Gentil, Marc Cuggia, Laure Fiquet, Camille Hagenbourger, Thomas Le Berre, Agnès Banâtre, Eric Renault, Guillaume Bouzille, Anthony Chapron
Published 2017-09-01

Data-Mining Approach on Transcriptomics and Methylomics Placental Analysis Highlights Genes in Fetal Growth Restriction

by Floris Chabrun, Floris Chabrun, Noémie Huetz, Noémie Huetz, Xavier Dieu, Xavier Dieu, Guillaume Rousseau, Guillaume Rousseau, Guillaume Bouzillé, Guillaume Bouzillé, Juan Manuel Chao de la Barca, Juan Manuel Chao de la Barca, Vincent Procaccio, Vincent Procaccio, Guy Lenaers, Guy Lenaers, Odile Blanchet, Guillaume Legendre, Delphine Mirebeau-Prunier, Delphine Mirebeau-Prunier, Marc Cuggia, Marc Cuggia, Philippe Guardiola, Pascal Reynier, Pascal Reynier, Geraldine Gascoin, Geraldine Gascoin
Published 2020-01-01

A framework for validating AI in precision medicine: considerations from the European ITFoC consortium

by Rosy Tsopra, Xose Fernandez, Claudio Luchinat, Lilia Alberghina, Hans Lehrach, Marco Vanoni, Felix Dreher, O.Ugur Sezerman, Marc Cuggia, Marie de Tayrac, Edvins Miklasevics, Lucian Mihai Itu, Marius Geanta, Lesley Ogilvie, Florence Godey, Cristian Nicolae Boldisor, Boris Campillo-Gimenez, Cosmina Cioroboiu, Costin Florian Ciusdel, Simona Coman, Oliver Hijano Cubelos, Alina Itu, Bodo Lange, Matthieu Le Gallo, Alexandra Lespagnol, Giancarlo Mauri, H.Okan Soykam, Bastien Rance, Paola Turano, Leonardo Tenori, Alessia Vignoli, Christoph Wierling, Nora Benhabiles, Anita Burgun
Published 2021-10-01