Akram REDJDAL Redjdal AkramMaitre de conférence

Présentation

Publications

Article dans une revue (5)

One Size Does Not Fit All: Improving Breast Cancer Patient Retrieval Using Variable-Tailored Similarity Measures Akram Redjdal,Tram-Anh Hyunh,Jacques Bouaud,Joseph Gligorov,Brigitte Seroussi Studies in Health Technology and Informatics, 2025, Studies in Health Technology and Informatics, ⟨10.3233/SHTI251011⟩ Article dans une revue hal-05358163v1
Leveraging Guideline-Based Clinical Decision Support Systems with Large Language Models: A Case Study with Breast Cancer Solène Delourme,Akram Redjdal,Jacques Bouaud,Brigitte Seroussi Methods of Information in Medicine, 2025, 63 (03/04), pp.085-096. ⟨10.1055/a-2528-4299⟩ Article dans une revue hal-05358180v1
Monitoring Adverse Drug Events in Web Forums: Evaluation of a Pipeline and Use Case Study Pierre Karapetiantz,Bissan Audeh,Akram Redjdal,Théophile Tiffet,Cédric Bousquetet al. Journal of Medical Internet Research, 2024, 26, pp.e46176. ⟨10.2196/46176⟩ Article dans une revue hal-04699255v1
The More, the Better? Modalities of Metastatic Status Extraction on Free Medical Reports Based on Natural Language Processing Emmanuelle Kempf,Sonia Priou,Ariel Cohen,Akram Redjdal,Etienne Guévelet al. JCO Clinical Cancer Informatics, 2024, 8, pp.e2400026. ⟨10.1200/CCI.24.00026⟩ Article dans une revue hal-04692581v1
Leveraging Rule-Based NLP to Translate Textual Reports as Structured Inputs Automatically Processed by a Clinical Decision Support System Akram Redjdal,Natallia Novikava,Emmanuelle Kempf,Jacques Bouaud,Brigitte Seroussi Studies in Health Technology and Informatics, 2024, Studies in Health Technology and Informatics, ⟨10.3233/SHTI240794⟩ Article dans une revue hal-05358175v1

Communication dans un congrès (2)

Optimizing ICU Care: Advancing Nursing Diagnoses with a Decision Support System Cynthia Abi Khalil,Antoine Saab,Akram Redjdal,Jihane Rahme,Mouin Jammalet al. Intelligent health systems – From technology to data and knowledge, May 2025, GLASGOW, United Kingdom. ⟨10.3233/shti250299⟩ Communication dans un congrès hal-05187112v1
LIMICS@DEFT'24 : Un mini-LLM peut-il tricher aux QCM de pharmacie en fouillant dans Wikipédia et NACHOS ? Solène Delourme,Adam Remaki,Christel Gérardin,Pascal Vaillant,Xavier Tannieret al. 35èmes Journées d'Études sur la Parole (JEP 2024) 31ème Conférence sur le Traitement Automatique des Langues Naturelles (TALN 2024) 26ème Rencontre des Étudiants Chercheurs en Informatique pour le Traitement Automatique des Langues (RECITAL 2024), Jul 2024, Toulouse, France. pp.23-39 Communication dans un congrès hal-04635892v1

Chapitre d'ouvrage (11)

Exploring Explainable AI Techniques for Text Classification in Healthcare: A Scoping Review Ibrahim Alaa Eddine Madi,Akram Redjdal,Jacques Bouaud,Brigitte Seroussi Digital Health and Informatics Innovations for Sustainable Health Care Systems, IOS Press, 2024, Studies in Health Technology and Informatics, ⟨10.3233/SHTI240544⟩ Chapitre d'ouvrage hal-04699246v1
Measured Performance and Healthcare Professional Perception of Large Language Models Used as Clinical Decision Support Systems: A Scoping Review Solène Delourme,Akram Redjdal,Jacques Bouaud,Brigitte Seroussi Digital Health and Informatics Innovations for Sustainable Health Care Systems, IOS Press, 2024, Studies in Health Technology and Informatics, ⟨10.3233/SHTI240543⟩ Chapitre d'ouvrage hal-04699249v1
Clinical Decision Support Systems Applied to the Management of Breast Cancer Patients: A Scoping Review Natallia Novikava,Akram Redjdal,Jacques Bouaud,Brigitte Seroussi Healthcare Transformation with Informatics and Artificial Intelligence, IOS Press, 2023, Studies in Health Technology and Informatics, ⟨10.3233/SHTI230503⟩ Chapitre d'ouvrage hal-04322831v1
Methods Used to Compare Narrative Clinical Practice Guidelines: A Scoping Review Mohammadreza Azarpira,Akram Redjdal,Jacques Bouaud,Brigitte Seroussi Advances in Informatics, Management and Technology in Healthcare, IOS Press; IOS Press, 2022, Studies in Health Technology and Informatics, ⟨10.3233/SHTI220723⟩ Chapitre d'ouvrage hal-03767795v1
Using Machine Learning on Imbalanced Guideline Compliance Data to Optimize Multidisciplinary Tumour Board Decision Making for the Management of Breast Cancer Patients My-Anh Le Thien,Akram Redjdal,Jacques Bouaud,Brigitte Séroussi Studies in Health Technology and Informatics, 2022, ⟨10.3233/shti220186⟩ Chapitre d'ouvrage hal-03767792v1
Comparison of MetaMap, cTAKES, SIFR, and ECMT to Annotate Breast Cancer Patient Summaries Akram Redjdal,Jacques Bouaud,Joseph Gligorov,Brigitte Séroussi MEDINFO 2021: One World, One Health – Global Partnership for Digital Innovation, IOS Press, 2022, Studies in Health Technology and Informatics, ⟨10.3233/SHTI220058⟩ Chapitre d'ouvrage hal-03702149v1
Using Machine Learning and Deep Learning Methods to Predict the Complexity of Breast Cancer Cases Akram Redjdal,Jacques Bouaud,Joseph Gligorov,Brigitte Seroussi Challenges of Trustable AI and Added-Value on Health, IOS Press, 2022, Studies in Health Technology and Informatics, ⟨10.3233/SHTI220400⟩ Chapitre d'ouvrage hal-03681262v1
Deep Learning, a Not so Magical Problem Solver: A Case Study with Predicting the Complexity of Breast Cancer Cases My-Anh Le Thien,Akram Redjdal,Jacques Bouaud,Brigitte Seroussi Applying the FAIR Principles to Accelerate Health Research in Europe in the Post COVID-19 Era, IOS Press, 2021, Studies in Health Technology and Informatics, ⟨10.3233/SHTI210834⟩ Chapitre d'ouvrage hal-03648855v1
Reusing Decisions Made with One Decision Support System to Assess a Second Decision Support System: Introducing the Notion of Complex Cases Akram Redjdal,Jacques Bouaud,Gilles Guézennec,Joseph Gligorov,Brigitte Seroussi Public Health and Informatics, IOS Press, 2021, Studies in Health Technology and Informatics, ⟨10.3233/SHTI210251⟩ Chapitre d'ouvrage hal-03560238v1
Are Semantic Annotators Able to Extract Relevant Complexity-Related Concepts from Clinical Notes? Akram Redjdal,Jacques Bouaud,Joseph Gligorov,Brigitte Séroussi Jaime Delgado; Arriel Benis; Paula de Toledo; Parisis Gallos; Mauro Giacomini; Alicia Martínez-García; Dario Salvi. Applying the FAIR Principles to Accelerate Health Research in Europe in the Post COVID-19 Era, 287, IOS Press, pp.153-157, 2021, Studies in Health Technology and Informatics, 978-1-64368-236-5. ⟨10.3233/SHTI210836⟩ Chapitre d'ouvrage hal-03560230v1
Creating Synthetic Patients to Address Interoperability Issues: A Case Study with the Management of Breast Cancer Patients Akram Redjdal,Jacques Bouaud,Gilles Guézennec,Joseph Gligorov,Brigitte Seroussi Integrated Citizen Centered Digital Health and Social Care, 275, IOS Press, 2020, Studies in Health Technology and Informatics, ⟨10.3233/SHTI200718⟩ Chapitre d'ouvrage hal-03560248v1

Thèse (1)

Oncolog-IA : symbolic and numeric artificial intelligence for learning complexity of breast cancer cases and providing decision support for their therapeutic management Akram Redjdal Human health and pathology. Sorbonne Université, 2023. English. ⟨NNT : 2023SORUS333⟩ Thèse tel-04330919v1