activity
20132024
most citedUse of the C4.5 machine learning algorithm to test a clinical guideline-based decision support system

15 citations · 15 across the 5 of their papers we have counts for

collaborators

5 papers

cs.AI2024

A randomized simulation trial evaluating ABiMed, a clinical decision support system for medication reviews and polypharmacy management

Abdelmalek Mouazer, Sophie Dubois, Romain Léguillon +14

Background: Medication review is a structured interview of the patient, performed by the pharmacist and aimed at optimizing drug treatments. In practice, medication review is a lon…

cs.HC2023

ABiMed: An intelligent and visual clinical decision support system for medication reviews and polypharmacy management

Abdelmalek Mouazer, Romain Léguillon, Nada Boudegzdame +14

Background: Polypharmacy, i.e. taking five drugs or more, is both a public health and an economic issue. Medication reviews are structured interviews of the patient by the communit…

cs.AI2023

Adaptive questionnaires for facilitating patient data entry in clinical decision support systems: Methods and application to STOPP/START v2

Jean-Baptiste Lamy, Abdelmalek Mouazer, Karima Sedki +2

Clinical decision support systems are software tools that help clinicians to make medical decisions. However, their acceptance by clinicians is usually rather low. A known problem…

cs.AI2013

A generic system for critiquing physicians' prescriptions: usability, satisfaction and lessons learnt

Jean-Baptiste Lamy, Vahid Ebrahiminia, Brigitte Seroussi +5

Clinical decision support systems have been developed to help physicians to take clinical guidelines into account during consultations. The ASTI critiquing module is one such syste…

cs.AI2013★ 15 cited

Use of the C4.5 machine learning algorithm to test a clinical guideline-based decision support system

Jean-Baptiste Lamy, Anis Ellini, Vahid Ebrahiminia +3

Well-designed medical decision support system (DSS) have been shown to improve health care quality. However, before they can be used in real clinical situations, these systems must…