2 citations · 3 across the 4 of their papers we have counts for
4 papers · 1 filter
Association Rules Mining with Auto-Encoders
Théophile Berteloot, Richard Khoury, Audrey Durand
Association rule mining is one of the most studied research fields of data mining, with applications ranging from grocery basket problems to explainable classification systems. Cla…
Interpret Your Care: Predicting the Evolution of Symptoms for Cancer Patients
Rupali Bhati, Jennifer Jones, Audrey Durand
Cancer treatment is an arduous process for patients and causes many side-effects during and post-treatment. The treatment can affect almost all body systems and result in pain, fat…
Neural Bandits for Data Mining: Searching for Dangerous Polypharmacy
Alexandre Larouche, Audrey Durand, Richard Khoury +1
Polypharmacy, most often defined as the simultaneous consumption of five or more drugs at once, is a prevalent phenomenon in the older population. Some of these polypharmacies, dee…
Comparison of pharmacist evaluation of medication orders with predictions of a machine learning model
Sophie-Camille Hogue, Flora Chen, Geneviève Brassard +4
The objective of this work was to assess the clinical performance of an unsupervised machine learning model aimed at identifying unusual medication orders and pharmacological profi…