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J. Woillard · SciRah

Researcher profile · Semantic Scholar

J. Woillard

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J. Woillard — researcher profile on SciRah

h-index: 31
Works: 187
Citations: 3,720

Most-cited papers

Personalized Therapy for Mycophenolate: Consensus Report by the International Association of Therapeutic Drug Monitoring and Clinical Toxicology.
S. Bergan, M. Brunet, D. Hesselink, K. Johnson-Davis +34 more
2021Therapeutic Drug Monitoring172 citations Open access
Semantic Scholar
Sirolimus (Rapamycin) for Slow-Flow Malformations in Children: The Observational-Phase Randomized Clinical PERFORMUS Trial.
A. Maruani, Elsa Tavernier, O. Boccara, J. Mazereeuw-Hautier +21 more
2021JAMA dermatology138 citations Open access
Semantic Scholar
Tacrolimus Exposure Prediction Using Machine Learning
J. Woillard, M. Labriffe, J. Debord, P. Marquet
2020Clinical pharmacology and therapy102 citations Open access
Semantic Scholar
Estimation of drug exposure by machine learning based on simulations from published pharmacokinetic models: the example of tacrolimus.
J. Woillard, M. Labriffe, A. Prémaud, P. Marquet
2021Pharmacological Research68 citations Open access
Semantic Scholar
Mycophenolic Acid Exposure Prediction Using Machine Learning
J. Woillard, M. Labriffe, J. Debord, P. Marquet
2021Clinical pharmacology and therapy58 citations Open access
Semantic Scholar
Nonparametric Methods in Population Pharmacokinetics.
S. Goutelle, J. Woillard, M. Neely, W. Yamada +1 more
2020Journal of clinical pharmacology48 citations
Semantic Scholar
A Machine Learning Approach to Predict Interdose Vancomycin Exposure
Mehdi Bououda, David W. Uster, Egor Sidorov, M. Labriffe +3 more
2022Pharmaceutical Research42 citations Open access
Semantic Scholar
Pharmacogenetic—Whole blood and intracellular pharmacokinetic—Pharmacodynamic (PG-PK2-PD) relationship of tacrolimus in liver transplant recipients
C. Tron, J. Woillard, P. Houssel-Debry, V. David +10 more
2020PLoS ONE36 citations Open access
Semantic Scholar
Pharmacokinetics, Pharmacodynamics, and Therapeutic Drug Monitoring of Valganciclovir and Ganciclovir in Transplantation
Bénédicte Franck, J. Autmizguine, P. Marquet, P. Ovetchkine +1 more
2021Clinical pharmacology and therapy35 citations
Semantic Scholar
Machine learning‐supported interpretation of kidney graft elementary lesions in combination with clinical data
M. Labriffe, J. Woillard, W. Gwinner, J. Braesen +5 more
2021medRxiv31 citations Open access
Semantic Scholar
Machine learning algorithms to estimate everolimus exposure trained on simulated and patient pharmacokinetic profiles
M. Labriffe, J. Woillard, J. Debord, P. Marquet
2022CPT: Pharmacometrics & Systems Pharmacology30 citations Open access
Semantic Scholar
A Hybrid Model Associating Population Pharmacokinetics with Machine Learning: A Case Study with Iohexol Clearance Estimation
A. Destère, P. Marquet, C. Gandonnière, A. Åsberg +6 more
2022Clinical Pharmacokinetics30 citations Open access
Semantic Scholar
Mycophenolic acid area under the concentration-time curve is associated with therapeutic response in childhood-onset lupus nephritis
A. Godron-Dubrasquet, J. Woillard, S. Décramer, M. Fila +6 more
2020Pediatric nephrology (Berlin, West)30 citations
Semantic Scholar
Bridging the Worlds of Pharmacometrics and Machine Learning
Kamilė Stankevičiūtė, J. Woillard, Richard W. Peck, P. Marquet +1 more
2023Clinical Pharmacokinetics28 citations Open access
Semantic Scholar
Optimization of Vancomycin Initial Dose in Term and Preterm Neonates by Machine Learning
Laure Ponthier, P. Ensuque, A. Destère, P. Marquet +3 more
2022Pharmaceutical Research26 citations Open access
Semantic Scholar
A Hybrid Algorithm Combining Population Pharmacokinetic and Machine Learning for Isavuconazole Exposure Prediction
A. Destère, P. Marquet, M. Labriffe, M. Drici +1 more
2023Pharmaceutical Research25 citations Open access
Semantic Scholar
Parametric and Nonparametric Methods in Population Pharmacokinetics: Experts’ Discussion on Use, Strengths, and Limitations
S. Goutelle, J. Woillard, T. Buclin, L. Bourguignon +4 more
2021Journal of clinical pharmacology22 citations Open access
Semantic Scholar
Phenotyping of uracil and 5-fluorouracil metabolism using LC-MS/MS for prevention of toxicity and dose adjustment of fluoropyrimidines.
N. Tafzi, J. Woillard, Aurélie Fleytoux, N. Picard +1 more
2020Therapeutic Drug Monitoring20 citations
Semantic Scholar
A machine learning approach to predict daptomycin exposure from two concentrations based on Monte Carlo simulations
C. Codde, Florence Rivals, A. Destère, Y. Fromage +6 more
2024Antimicrobial Agents and Chemotherapy17 citations Open access
Semantic Scholar
Fasting Status and Circadian Variation Must be Considered When Performing AUC‐based Therapeutic Drug Monitoring of Tacrolimus in Renal Transplant Recipients
M. Gustavsen, K. Midtvedt, I. Robertsen, J. Woillard +5 more
2020Clinical and Translational Science17 citations Open access
Semantic Scholar
Everolimus Personalized Therapy: Second Consensus Report by the International Association of Therapeutic Drug Monitoring and Clinical Toxicology
Satohiro Masuda, F. Lemaitre, M. J. Barten, S. Bergan +28 more
2024Therapeutic Drug Monitoring15 citations Open access
Semantic Scholar
Can the Area Under the Curve/Trough Level Ratio Be Used to Optimize Tacrolimus Individual Dose Adjustment?
J. Woillard, C. Monchaud, F. Saint-Marcoux, M. Labriffe +1 more
2022Transplantation15 citations
Semantic Scholar
Application of machine learning to predict tacrolimus exposure in liver and kidney transplant patients given the MeltDose formulation
Laure Ponthier, P. Marquet, D. J. Moes, L. Rostaing +4 more
2022European Journal of Clinical Pharmacology15 citations Open access
Semantic Scholar
Tacrolimus Bayesian Dose Adjustment in Pediatric Renal Transplant Recipients
P. Marquet, Florine Cros, Ludovic Micallef, É. Jacqz-Aigrain +4 more
2020Therapeutic Drug Monitoring14 citations
Semantic Scholar
Digital pharmacological twins: Bridging multi-scale modelling and artificial intelligence for precision medicine: The DIGPHAT consortium.
J. Woillard, S. Benzekry, J. Josse, M. White-Koning +9 more
2025The´rapie (Paris)13 citations Open access
Semantic Scholar
Application of machine-learning models to predict the ganciclovir and valganciclovir exposure in children using a limited sampling strategy
Laure Ponthier, Bénédicte Franck, Julie Autmizguine, M. Labriffe +4 more
2024Antimicrobial Agents and Chemotherapy13 citations Open access
Semantic Scholar
Population pharmacokinetics and Bayesian estimators for intravenous mycophenolate mofetil in haematopoietic stem cell transplant patients
M. Labriffe, Julien Vaidié, C. Monchaud, J. Debord +4 more
2020British Journal of Clinical Pharmacology13 citations Open access
Semantic Scholar
Tacrolimus population pharmacokinetics in adult heart transplant patients
Adrien Paschier, A. Destère, C. Monchaud, M. Labriffe +2 more
2023British Journal of Clinical Pharmacology11 citations Open access
Semantic Scholar
Optimization of Ganciclovir and Valganciclovir Starting Dose in Children by Machine Learning
Laure Ponthier, J. Autmizguine, Bénédicte Franck, Anders Åsberg +5 more
2024Clinical Pharmacokinetics9 citations Open access
Semantic Scholar
Comparative evaluation of Allplex HPV28 and Anyplex II HPV28 assays for high-risk HPV genotyping in cervical samples
S. Mafi, Flavie Theuillon, Sylvain Meyer, J. Woillard +4 more
2025PLoS ONE8 citations Open access
Semantic Scholar
Optimized therapeutic drug monitoring: the role of machine learning models
H. Sayadi, Y. Fromage, M. Labriffe, C. Codde +4 more
2025Expert Review of Clinical Pharmacology8 citations Open access
Semantic Scholar
Longitudinal Exposure to Tacrolimus and New-Onset Diabetes Mellitus in Renal Transplant Patients
A. Destère, A. Prémaud, C. Monchaud, P. Marquet +1 more
2023Therapeutic Drug Monitoring8 citations
Semantic Scholar
Pharmacokinetic population of isoniazid in Tunisian tuberculosis patients.
N. Ben Fredj, H. Ben Romdhane, J. Woillard, M. Chickaid +5 more
2021International Journal of Infectious Diseases8 citations Open access
Semantic Scholar
[Summary of the recommendations of the International Association of Therapeutic Drug Monitoring and Clinical Toxicology (IATDMCT) on the therapeutic drug monitoring of tacrolimus].
F. Lemaitre, C. Monchaud, J. Woillard, N. Picard +1 more
2020The´rapie (Paris)8 citations Open access
Semantic Scholar
Estimation of Ganciclovir Exposure in Adults Transplant Patients by Machine Learning
H. Sayadi, Y. Fromage, M. Labriffe, Pierre-André Billat +4 more
2025AAPS Journal7 citations Open access
Semantic Scholar
Oncological and Functional Outcomes of Hemi-Ablation Versus Focal Ablation for Localized Prostate Cancer Using Irreversible Electroporation
Michel Suberville, Kai Zhang, J. Woillard, Isabelle Herafa +7 more
2025Cancers7 citations
Semantic Scholar
Leveraging machine learning in limited sampling strategies for efficient estimation of the area under the curve in pharmacokinetic analysis: a review
A. Alsultan, Abdullah Aljutayli, Abdulrhman Aljouie, A. Albassam +1 more
2024European Journal of Clinical Pharmacology7 citations
Semantic Scholar
A single Bayesian estimator for iohexol clearance estimation in ICU, liver failure and renal transplant patients
A. Destère, C. Gandonnière, A. Åsberg, V. Loustaud-Ratti +5 more
2021British Journal of Clinical Pharmacology7 citations Open access
Semantic Scholar
Use of Artificial Intelligence in Current Fight Against Antimicrobial Resistance
C. Codde, J. Faucher, J. Woillard
2025Microbial Drug Resistance6 citations
Semantic Scholar
To be or not to be, when synthetic data meet clinical pharmacology: A focused study on pharmacogenetics
J. Woillard, C. Benoist, Alexandre Destere, M. Labriffe +3 more
2024CPT: Pharmacometrics & Systems Pharmacology6 citations Open access
Semantic Scholar
A Method for Evaluating Robustness of Limited Sampling Strategies—Exemplified by Serum Iohexol Clearance for Determination of Measured Glomerular Filtration Rate
M. Hovd, I. Robertsen, J. Woillard, A. Åsberg
2023Pharmaceutics6 citations Open access
Semantic Scholar
Within-subject pharmacokinetic variability has a strong influence on individual exposure ratios in bioequivalence studies, hence on drug formulation interchangeability
Philippe Lechat, Fatma Kir, P. Marquet, J. Woillard
2023European Journal of Clinical Pharmacology6 citations
Semantic Scholar
Diagnostic, prognostic and clinical value of left ventricular radial strain to identify paradoxical septal motion in ventilated patients with the acute respiratory distress syndrome: an observational prospective multicenter study
Bruno Evrard, J. Woillard, Annick Legras, Misylias Bouaoud +4 more
2023Critical Care6 citations Open access
Semantic Scholar
Limited sampling strategy and population pharmacokinetic model of mycophenolic acid in pediatric patients with systemic lupus erythematosus: application of a double gamma absorption model with SAEM algorithm
Kévin Koloskoff, Sylvain Benito, Lucie Chambon, Frédéric Dayan +3 more
2023European Journal of Clinical Pharmacology6 citations
Semantic Scholar
Iohexol plasma and urinary concentrations in cirrhotic patients: A pilot study
P. Carrier, A. Destère, Baptiste Giguet, M. Debette-Gratien +4 more
2022World Journal of Hepatology6 citations Open access
Semantic Scholar
Population pharmacokinetics and Bayesian estimation of mycophenolate mofetil in patients with autoimmune hepatitis
T. Nanga, J. Woillard, A. Rousseau, P. Marquet +1 more
2021British Journal of Clinical Pharmacology6 citations Open access
Semantic Scholar
Thoroughly Validated Bayesian Estimator and Limited Sampling Strategy for Dose Individualization of Ganciclovir and Valganciclovir in Pediatric Transplant Recipients
Bénédicte Franck, J. Autmizguine, A. Åsberg, Y. Théorêt +3 more
2021Clinical Pharmacokinetics6 citations
Semantic Scholar
Neurotoxicity Despite a Renal Function Adjusted Cefepime Regimen: A Case Study.
Xavier Engalenc, C. Monchaud, N. Tafzi, J. Woillard
2020Therapeutic Drug Monitoring6 citations
Semantic Scholar
Predicting prolonged dalbavancin exposure using machine learning: a validated strategy for individualized redosing
H. Sayadi, M. Grégoire, Y. Fromage, M. Ksentini +7 more
2025Antimicrobial Agents and Chemotherapy5 citations Open access
Semantic Scholar
A Machine Learning Algorithm to Predict the Starting Dose of Daptomycin
Florence Rivals, S. Goutelle, C. Codde, R. Garreau +6 more
2024Clinical Pharmacokinetics5 citations
Semantic Scholar

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