Jean-Baptiste Lamy

Orcid: 0000-0002-5477-180X

According to our database1, Jean-Baptiste Lamy authored at least 88 papers between 2003 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
An Approach for Improving Oversampling by Filtering out Unrealistic Synthetic Data.
Proceedings of the 16th International Conference on Agents and Artificial Intelligence, 2024

SMOTE: Are We Learning to Classify or to Detect Synthetic Data?
Proceedings of the 16th International Conference on Agents and Artificial Intelligence, 2024

2023
ABiMed: An intelligent and visual clinical decision support system for medication reviews and polypharmacy management.
CoRR, 2023

Adaptive questionnaires for facilitating patient data entry in clinical decision support systems: Methods and application to STOPP/START v2.
CoRR, 2023

Model and Strategy for Predicting and Discovering Drug-Drug Interactions.
Proceedings of the Caring is Sharing - Exploiting the Value in Data for Health and Innovation - Proceedings of MIE 2023, Gothenburg, Sweden, 22, 2023

Fisheye Visualization and Multi-Path Trees for Presenting Clinical Practice Guidelines: Methods and Application to Covid-19.
Proceedings of the 27th International Conference Information Visualisation, 2023

Learning Preferences in Lexicographic Choice Logic.
Proceedings of the 15th International Conference on Agents and Artificial Intelligence, 2023

2022
Decision-support systems for managing polypharmacy in the elderly: A scoping review.
J. Biomed. Informatics, 2022

Speak-PIM, Towards a Framework for the Automatic Detection of Potentially Inappropriate Prescriptions.
Proceedings of the Challenges of Trustable AI and Added-Value on Health, 2022

Qualitative Choice Logic For Modeling Experts Recommendations of Antibiotics.
Proceedings of the Thirty-Fifth International Florida Artificial Intelligence Research Society Conference, 2022

2021
A data science approach to drug safety: Semantic and visual mining of adverse drug events from clinical trials of pain treatments.
Artif. Intell. Medicine, 2021

Visual Comparison of Guidelines: Method and Application to Potentially Inappropriate Medication Lists.
Proceedings of the Public Health and Informatics, 2021

A Qualitative Method for Learning Medical Expert Reasoning.
Proceedings of the MEDINFO 2021: One World, One Health - Global Partnership for Digital Innovation, 2021

Translating the Observational Medical Outcomes Partnership - Common Data Model (OMOP-CDM) Electronic Health Records to an OWL Ontology.
Proceedings of the MEDINFO 2021: One World, One Health - Global Partnership for Digital Innovation, 2021

ABiMed: Towards an Innovative Clinical Decision Support System for Medication Reviews and Polypharmacy Management.
Proceedings of the Informatics and Technology in Clinical Care and Public Health, 2021

2020
RainBio: Proportional Visualization of Large Sets in Biology.
IEEE Trans. Vis. Comput. Graph., 2020

How to interact with medical terminologies? Formative usability evaluations comparing three approaches for supporting the use of MedDRA by pharmacovigilance specialists.
BMC Medical Informatics Decis. Mak., 2020

Explainable decision support through the learning and visualization of preferences from a formal ontology of antibiotic treatments.
J. Biomed. Informatics, 2020

AntibioGame®: A serious game for teaching medical students about antibiotic use.
Int. J. Medical Informatics, 2020

Implementation of an ontological reasoning to support the guideline-based management of primary breast cancer patients in the DESIREE project.
Artif. Intell. Medicine, 2020

Identifying Experts Reasoning in Antibiotic Treatment with Preference Learning.
Proceedings of the Digital Personalized Health and Medicine - Proceedings of MIE 2020, Medical Informatics Europe, Geneva, Switzerland, April 28, 2020

Limits and Variability in Drug Databases: Lessons Learnt from Drug Comparisons.
Proceedings of the Digital Personalized Health and Medicine - Proceedings of MIE 2020, Medical Informatics Europe, Geneva, Switzerland, April 28, 2020

Visual Representation of African Traditional Medicine Recipes Using Icons and a Formal Ontology, ontoMEDTRAD.
Proceedings of the Digital Personalized Health and Medicine - Proceedings of MIE 2020, Medical Informatics Europe, Geneva, Switzerland, April 28, 2020

Comparison of four visual analytics techniques for the visualization of adverse drug event rates in clinical trials.
Proceedings of the 24th International Conference on Information Visualisation, 2020

Learning Preferences in Prioritized Qualitative Choice Logic.
Proceedings of the 32nd IEEE International Conference on Tools with Artificial Intelligence, 2020

Intelligence artificielle explicable pour le cancer du sein : Une approche visuelle de raisonnement à partir de cas.
Proceedings of the Extraction et Gestion des Connaissances, 2020

Preliminary Qualitative and Quantitative Evaluation of DESIREE, a Decision Support Platform for the Management of Primary Breast Cancer Patients.
Proceedings of the AMIA 2020, 2020

2019
Visualizing undirected graphs and symmetric square matrices as overlapping sets - Methods and application to character co-occurrences graphs and matrices in novels and DBpedia.
Multim. Tools Appl., 2019

Helping GPs to extrapolate guideline recommendations to patients for whom there are no explicit recommendations, through the visualization of drug properties. The example of AntibioHelp® in bacterial diseases.
J. Am. Medical Informatics Assoc., 2019

Explainable artificial intelligence for breast cancer: A visual case-based reasoning approach.
Artif. Intell. Medicine, 2019

An Iconic Approach to the Browsing of Medical Terminologies.
Proceedings of the MEDINFO 2019: Health and Wellbeing e-Networks for All, 2019

SIMENS-LIS4SC, a Laboratory Information System for Biological Tests of Sickle Cell Screening and Healthcare.
Proceedings of the MEDINFO 2019: Health and Wellbeing e-Networks for All, 2019

Visual Explanation of Simple Neural Networks using Interactive Rainbow Boxes.
Proceedings of the 23rd International Conference on Information Visualisation, 2019

Proportional Visualization of Genotypes and Phenotypes with Rainbow Boxes: Methods and Application to Sickle Cell Disease.
Proceedings of the 23rd International Conference on Information Visualisation, 2019

Dynamic Software Visualization of Quantum Algorithms with Rainbow Boxes.
Proceedings of the 14th International Joint Conference on Computer Vision, 2019

Apprentissage de préférences à partir d'une ontologie formelle : méthodes et application en antibiothérapie.
Proceedings of the IC 2019: 30es Journées francophones d'Ingénierie des Connaissances (Proceedings of the 30th French Knowledge Engineering Conference), 2019

Towards an Information System for Sickle Cell Neonatal Screening in Senegal.
Proceedings of the ICT for Health Science Research - Proceedings of the EFMI 2019 Special Topic Conference, 2019

Using Ontology-Driven Decision Support For Hereditary Cancer Risk Assessment.
Proceedings of the AMIA 2019, 2019

2018
Case-Based Decision Support System for Breast Cancer Management.
Int. J. Comput. Intell. Syst., 2018

Using preference learning for detecting inconsistencies in clinical practice guidelines: Methods and application to antibiotherapy.
Artif. Intell. Medicine, 2018

Building a Knowledge-Based Tool for Auto-Assessing the Cardiovascular Risk.
Proceedings of the Building Continents of Knowledge in Oceans of Data: The Future of Co-Created eHealth, 2018

Combining Semantic and Lexical Methods for Mapping MedDRA to VCM Icons.
Proceedings of the Building Continents of Knowledge in Oceans of Data: The Future of Co-Created eHealth, 2018

A New Diagram for Amino Acids: User Study Comparing Rainbow Boxes to Venn/Euler Diagram.
Proceedings of the 22nd International Conference Information Visualisation, 2018

Visualizing Symmetric Square Matrices with Rainbow Boxes: Methods and Application to Character Co-occurrence Matrices in Literary Texts.
Proceedings of the 22nd International Conference Information Visualisation, 2018

Intelligent Clinical Decision Support Systems for Patient-Centered Healthcare in Breast Cancer Oncology.
Proceedings of the 20th IEEE International Conference on e-Health Networking, 2018

Implementing Guideline-Based, Experience-Based, and Case-Based Approaches to Enrich Decision Support for the Management of Breast Cancer Patients in the DESIREE Project.
Proceedings of the Decision Support Systems and Education, 2018

2017
Rainbow boxes: A new technique for overlapping set visualization and two applications in the biomedical domain.
J. Vis. Lang. Comput., 2017

Formalization of the semantics of iconic languages: An ontology-based method and four semantic-powered applications.
Knowl. Based Syst., 2017

Using visual analytics for presenting comparative information on new drugs.
J. Biomed. Informatics, 2017

Owlready: Ontology-oriented programming in Python with automatic classification and high level constructs for biomedical ontologies.
Artif. Intell. Medicine, 2017

Translating Visually the Reasoning of a Perceptron: The Weighted Rainbow Boxes Technique and an Application in Antibiotherapy.
Proceedings of the 21st International Conference Information Visualisation, 2017

Une plate-forme visuelle pour une information comparative sur les nouveaux médicaments.
Proceedings of the IC 2017 : 28es Journées francophones d'Ingénierie des Connaissances (Proceedings of the 28th French Knowledge Engineering Conference), 2017

A Visual Decision Support System for Helping Physicians to Make A decision on New Drugs.
Proceedings of the Decision Support Systems VII. Data, Information and Knowledge Visualization in Decision Support Systems, 2017

Reconciliation of multiple guidelines for decision support: a case study on the multidisciplinary management of breast cancer within the DESIREE project.
Proceedings of the AMIA 2017, 2017

Représentation, iconisation et visualisation des connaissances : Principes et applications à l'aide à la décision médicale.
, 2017

2016
Formalisation de la sémantique des langages iconiques. Méthode à base d'ontologie et applications.
Rev. d'Intelligence Artif., 2016

Automatic Extraction of Drug Adverse Effects from Product Characteristics (SPCs): A Text Versus Table Comparison.
Proceedings of the Exploring Complexity in Health: An Interdisciplinary Systems Approach - Proceedings of MIE2016 at HEC2016, Munich, Germany, 28 August, 2016

Rainbow Boxes: A Technique for Visualizing Overlapping Sets and an Application to the Comparison of Drugs Properties.
Proceedings of the 20th International Conference Information Visualisation, 2016

Modelization of Recipe in African Traditional Medicine with Visual Ontology Approach, Iconic Sketch.
Proceedings of the e-Infrastructure and e-Services for Developing Countries, 2016

2015
PyMedTermino: an open-source generic API for advanced terminology services.
Proceedings of the Digital Healthcare Empowering Europeans, 2015

Abstractive Summarization of Drug Dosage Regimens for Supporting Drug Comparison.
Proceedings of the Enabling Health Informatics Applications [ICIMTH 2015, 2015

Ontopy : programmation orientée ontologie en Python.
Proceedings of the IC 2015 : 26es Journées francophones d'Ingénierie des Connaissances (Proceedings of the 26th French Knowledge Engineering Conference), 2015

2014
Improving access to clinical practice guidelines with an interactive graphical interface using an iconic language.
BMC Medical Informatics Decis. Mak., 2014

Evaluating alignment quality between iconic language and reference terminologies using similarity metrics.
BMC Medical Informatics Decis. Mak., 2014

Using Graph Transformation Algorithms to Generate Natural Language Equivalents of Icons Expressing Medical Concepts.
Proceedings of the Text, Speech and Dialogue - 17th International Conference, 2014

Using an Iconic Language to Improve Access to Electronic Medical Records in General Medicine.
Proceedings of the e-Health - For Continuity of Care - Proceedings of MIE2014, the 25th European Medical Informatics Conference, Istanbul, Turkey, August 31, 2014

A Preference-based framework for medical decision making.
Proceedings of the e-Health - For Continuity of Care - Proceedings of MIE2014, the 25th European Medical Informatics Conference, Istanbul, Turkey, August 31, 2014

Toward an Ontology-Based system for the Automatic Detection of Biases and Weaknesses in Drug Clinical Trial Results.
Proceedings of the e-Health - For Continuity of Care - Proceedings of MIE2014, the 25th European Medical Informatics Conference, Istanbul, Turkey, August 31, 2014

Validation de la sémantique d'un langage iconique médical à l'aide d'une ontologie : méthodes et applications.
Proceedings of the IC 2014 : 25es Journées francophones d'Ingénierie des Connaissances (Proceedings of the 25th French Knowledge Engineering Conference), 2014

2013
Validating the semantics of a medical iconic language using ontological reasoning.
J. Biomed. Informatics, 2013

A Guideline-Derived Model to Facilitate the Implementation of Test-Ordering Rules within a Hospital Information System.
Proceedings of the MEDINFO 2013, 2013

A Semi-automatic Semantic Method for Mapping SNOMED CT Concepts to VCM Icons.
Proceedings of the MEDINFO 2013, 2013

Comparing the Use of SNOMED CT and ICD10 for Coding Clinical Conditions to Implement Laboratory Guidelines.
Proceedings of the Data and Knowledge for Medical Decision Support, 2013

Mapping ASTI patient's therapeutic-data model to virtual Medical Record: can VMR represent therapeutic data elements used by ASTI in clinical guideline implementations?
Proceedings of the AMIA 2013, 2013

2012
Design of an original interface that facilitates the use of clinical practice guidelines of infection by physicians in primary care.
Proceedings of the Quality of Life through Quality of Information, 2012

VCM: an iconic and compositional representation of medical concepts.
Proceedings of the AMIA 2012, 2012

2011
Facilitating Access to Laboratory Guidelines by Modeling their Contents and Designing a Computerized User Interface.
Proceedings of the User Centered Networked Health Care - Proceedings of MIE 2011, 2011

A Generic System for Critiquing Physicians' Prescriptions: Usability, Satisfaction and Lessons Learnt.
Proceedings of the User Centered Networked Health Care - Proceedings of MIE 2011, 2011

2010
How to translate therapeutic recommendations in clinical practice guidelines into rules for critiquing physician prescriptions? Methods and application to five guidelines.
BMC Medical Informatics Decis. Mak., 2010


2009
Using data mining techniques to explore physicians' therapeutic decisions when clinical guidelines do not provide recommendations: methods and example for type 2 diabetes.
BMC Medical Informatics Decis. Mak., 2009

De l'analyse d'un corpus de texte à la conception d'une interface graphique facilitant l'accès aux connaissances sur le médicament.
Proceedings of the IC 2009 : Actes des 20es Journées Francophones d'Ingénierie des Connaissances, 2009

2008
Vers une méthodologie rigoureuse de conception des langages graphiques s'appuyant sur les sciences cognitives.
Rev. d'Intelligence Artif., 2008

Design of a graphical and interactive interface for facilitating access to drug contraindications, cautions for use, interactions and adverse effects.
BMC Medical Informatics Decis. Mak., 2008

An iconic language for the graphical representation of medical concepts.
BMC Medical Informatics Decis. Mak., 2008

Use of the C4.5 machine learning algorithm to test a clinical guideline-based decision support system.
Proceedings of the eHealth Beyond the Horizon, 2008

2005
Which Graphical Approaches should be Used to Represent Medical Knowledge?
Proceedings of the Connecting Medical Informatics and Bio-Informatics - Proceedings of MIE 2005, 2005

2003
Telemonitoring of patients at home: a software agent approach.
Comput. Methods Programs Biomed., 2003


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