An introduction to machine learning S Badillo, B Banfai, F Birzele, II Davydov, L Hutchinson, T Kam‐Thong, ... Clinical pharmacology & therapeutics 107 (4), 871-885, 2020 | 396 | 2020 |
Models and machines: how deep learning will take clinical pharmacology to the next level L Hutchinson, B Steiert, A Soubret, J Wagg, A Phipps, R Peck, JE Charoin, ... CPT: pharmacometrics & systems pharmacology 8 (3), 131, 2019 | 45 | 2019 |
Modeling longitudinal preclinical tumor size data to identify transient dynamics in tumor response to antiangiogenic drugs LG Hutchinson, HJ Mueller, EA Gaffney, PK Maini, J Wagg, A Phipps, ... CPT: Pharmacometrics & Systems Pharmacology 5 (11), 636-645, 2016 | 18 | 2016 |
Introduction of an artificial neural network–based method for concentration‐time predictions DS Bräm, N Parrott, L Hutchinson, B Steiert CPT: Pharmacometrics & Systems Pharmacology 11 (6), 745-754, 2022 | 14 | 2022 |
Integrating digital pathology and mathematical modelling to predict spatial biomarker dynamics in cancer immunotherapy LG Hutchinson, O Grimm NPJ Digital Medicine 5 (1), 92, 2022 | 9 | 2022 |
Vascular phenotype identification and anti-angiogenic treatment recommendation: A pseudo-multiscale mathematical model of angiogenesis LG Hutchinson, EA Gaffney, PK Maini, J Wagg, A Phipps, HM Byrne Journal of theoretical biology 398, 162-180, 2016 | 9 | 2016 |
Digital therapeutics as a new therapeutic modality: a review from the perspective of clinical pharmacology B Ribba, R Peck, L Hutchinson, I Bousnina, D Motti Clinical Pharmacology & Therapeutics 114 (3), 578-590, 2023 | 8 | 2023 |
An in silico Model of T Cell Infiltration Dynamics Based on an Advanced in vitro System to Enhance Preclinical Decision Making in Cancer Immunotherapy TD Lewin, B Avignon, A Tovaglieri, L Cabon, N Gjorevski, LG Hutchinson Frontiers in Pharmacology 13, 837261, 2022 | 8 | 2022 |
Optimizing Early Clinical Investigations in Cancer Immunotherapy: The Translational Journey of RG6292, a Novel, Selective Treg‐Depleting Antibody S Belli, M Amann, L Hutchinson, L Pousse, A Abdolzade‐Bavil, N Justies, ... Clinical Pharmacology & Therapeutics, 2024 | | 2024 |
Optimization of biopsy scheduling in clinical studies of T cell bispecifics through an integrated modeling and simulation, digital pathology and machine learning approach LG Hutchinson, A Soubret, B Ribba, JE Charoin, A Phipps, R Peck, ... Cancer Research 79 (13_Supplement), 690-690, 2019 | | 2019 |
Mathematical models of anti-angiogenic therapy and vessel normalisation L Hutchinson University of Oxford, 2017 | | 2017 |
Population Approach Group Europe Population Approach Group Europe L Hutchinson | | |