| Jahr Year | Titel/Autor:in Title/Author | Publikationstyp Publication Type |
|---|---|---|
| 2026 | Predictive AI in Clinical Pharmacology: A Call to Action to Develop Robust Benchmarking Practices Ponce-Bobadilla, Ana Victoria; Bräm, Dominic Stefan; Farnoud, Ali; Fröhlich, Holger; Janssen, Alexander; Korsbo, Niklas; Lindauer, Klaus; Raimundez, Elba; Saini, Anuraag; Stodtmann, Sven; Valderrama Nino, Diego Felipe; Winther Balling, Kristoffer; Knöchel, Jane; Mensing, Sven |
Note |
| 2026 | A benchmark of text embedding models for semantic harmonization of Alzheimer's disease cohorts Adams, Tim; Salimi, Yasamin; Ay, Mehmet; Valderrama Nino, Diego Felipe; Jacobs, Marc; Fröhlich, Holger |
Zeitschriftenaufsatz Journal Article |
| 2025 | Development and application of modern generative AI methods for emulating clinical studies Mähler, India-Marie |
Master Thesis |
| 2025 | A comparison between Bayesian optimization frameworks and reinforcement learning for dose optimization Fohler, Leonie |
Master Thesis |
| 2025 | Comparing Scientific Machine Learning with Population Pharmacokinetic and Classical Machine Learning Approaches for Prediction of Drug Concentrations Valderrama Nino, Diego Felipe; Teplytska, Olga; Koltermann, Luca Marie; Trunz, Elena; Schmulenson, Eduard; Fritsch, Achim; Jaehde, Ulrich; Fröhlich, Holger |
Zeitschriftenaufsatz Journal Article |
| 2024 | A dynamic ensemble model for short-term forecasting in pandemic situations Botz, Jonas; Valderrama Nino, Diego Felipe; Guski, Jannis; Fröhlich, Holger |
Zeitschriftenaufsatz Journal Article |
| 2024 | Machine Learning Methods for Precision Dosing in Anticancer Drug Therapy: A Scoping Review Teplytska, Olga; Ernst, Moritz; Koltermann, Luca Marie; Valderrama Nino, Diego Felipe; Trunz, Elena; Vaisband, Marc; Hasenauer, Jan; Fröhlich, Holger; Jaehde, Ulrich |
Review |
| 2024 | Integrating machine learning with pharmacokinetic models: Benefits of scientific machine learning in adding neural networks components to existing PK models Valderrama Nino, Diego Felipe; Ponce-Bobadilla, Ana Victoria; Mensing, Sven; Fröhlich, Holger; Stodtmann, Sven |
Zeitschriftenaufsatz Journal Article |
| 2023 | Development of an early alert model for pandemic situations in Germany Wang, Danqi; Lentzen, Manuel; Botz, Jonas; Valderrama Nino, Diego Felipe; Deplante, Lucille; Perrio, Jules; Génin, Marie; Thommes, Edward; Coudeville, Laurent; Fröhlich, Holger |
Zeitschriftenaufsatz Journal Article |