| Logistic regression has similar performance to optimised machine learning algorithms in a clinical setting: application to the discrimination between type 1 and type 2 diabetes … AL Lynam, JM Dennis, KR Owen, RA Oram, AG Jones, BM Shields, ... Diagnostic and prognostic research 4, 1-10, 2020 | 105 | 2020 |
| A combined risk score enhances prediction of type 1 diabetes among susceptible children LA Ferrat, K Vehik, SA Sharp, Å Lernmark, MJ Rewers, JX She, ... Nature medicine 26 (8), 1247-1255, 2020 | 100 | 2020 |
| Utility of diabetes type–specific genetic risk scores for the classification of diabetes type among multiethnic youth RA Oram, SA Sharp, C Pihoker, L Ferrat, G Imperatore, A Williams, ... Diabetes care 45 (5), 1124-1131, 2022 | 33 | 2022 |
| Classifying dynamic transitions in high dimensional neural mass models: A random forest approach LA Ferrat, M Goodfellow, JR Terry PLoS computational biology 14 (3), e1006009, 2018 | 23 | 2018 |
| Histological validation of a type 1 diabetes clinical diagnostic model for classification of diabetes ALJ Carr, DJ Perry, AL Lynam, S Chamala, CS Flaxman, SA Sharp, ... Diabetic Medicine 37 (12), 2160-2168, 2020 | 20 | 2020 |
| Maillage territorial des établissements de santé: apport des modèles issus de la théorie des graphes N Le Meur, L Ferrat, F Gao, F Quidu, M Louazel Journal de gestion et d’économie médicales 35 (4), 197-208, 2017 | 4 | 2017 |
| A T1D Genetic Risk Score Combined with Clinical Features and Autoantibodies Enables Accurate Diabetes Classification in a Racial/Ethnically Diverse Population: The Search for … RA Oram, SA Sharp, C Pihoker, LA Ferrat, G Imperatore, S Saydah, ... Diabetes 68, 2019 | 1 | 2019 |
| Genetic Associations with C-peptide Levels before Type 1 Diabetes Diagnosis in At-Risk Relatives TM Triolo, HM Parikh, M Tosur, L Ferrat, L You, PA Gottlieb, RA Oram, ... The Journal of Clinical Endocrinology & Metabolism, dgae349, 2024 | | 2024 |
| Applying a genetic risk score model to enhance prediction of future multiple sclerosis diagnosis at first presentation with optic neuritis P Loginovic, F Wang, J Li, L Ferrat, UL Mirshahi, HS Rao, A Petzold, ... Nature Communications 15 (1), 1415, 2024 | | 2024 |
| Type 1 Diabetes Risk Phenotypes Using Cluster Analysis L You, LA Ferrat, RA Oram, HM Parikh, AK Steck, J Krischer, MJ Redondo, ... medRxiv, 2023 | | 2023 |
| 216-LB: Genetic Influences on Beta-Cell Function before Type 1 Diabetes Diagnosis TM TRIOLO, HM PARIKH, M TOSUR, LA FERRAT, LU YOU, P GOTTLIEB, ... Diabetes 72 (Supplement_1), 2023 | | 2023 |
| Applying a genetic risk score model to enhance prediction of future Multiple Sclerosis diagnosis at first presentation with optic neuritis: a cohort study in the UK Biobank R Oram, P Loginovic, L Ferrat, H Green, M Weedon, J Tyrrell, A Petzold, ... | | 2022 |
| Prediction of conversion from optic neuritis to multiple sclerosis: novel application of a genetic risk score P Loginovic, L Ferrat, H Green, J Tyrrell, M Weedon, R Oram, ... MULTIPLE SCLEROSIS JOURNAL 28 (3_SUPPL), 225-226, 2022 | | 2022 |
| Childhood screening and interception strategies: an economic cohort simulation model JL Dunne, L Ferrat, RB McQueen, R Neusner, RA Oram, M Rewers, ... DIABETOLOGIA 65 (SUPPL 1), S151-S151, 2022 | | 2022 |
| 37-OR: Childhood Screening and Interception Strategies: An Economic Cohort Simulation Model M Trusheim, S Kostense, LA Ferrat, RB Mcqueen, RD Neusner, RA Oram, ... Diabetes 71 (Supplement_1), 2022 | | 2022 |
| 188-LB: Deep Learning–Based Population Screening of Type 1 Diabetes and Celiac Disease Genetic Risk from Blood Spots at Birth SA Sharp, JM Locke, Y Xu, DP Fraser, LA Ferrat, MN Weedon, M Inouye, ... Diabetes 71 (Supplement_1), 2022 | | 2022 |
| TYPE 1 DIABETES RISK CALCULATOR FOR CLINICAL RESEARCHERS AND CLINICIANS L Ferrat, A Carr, K Vehik, A Setck, K Patel, AJ Jones, J Krischer, ... DIABETES TECHNOLOGY & THERAPEUTICS 24, A116-A116, 2022 | | 2022 |
| Author Correction: A combined risk score enhances prediction of type 1 diabetes among susceptible children LA Ferrat, K Vehik, SA Sharp, Å Lernmark, MJ Rewers, JX She, ... Nature Medicine 28 (3), 599-599, 2022 | | 2022 |
| A combined risk score enhances prediction of type 1 diabetes among susceptible children (vol 26, pg 1247, 2020) LA Ferrat, K Vehik, SA Sharp, A Lernmark, MJ Rewers, JX She, ... | | 2022 |
| Manuscript: Submission planned (target journal: Science Translational Medicine) SA Sharp, J Locke, Y Xu, D Fraser, L Ferrat, D van Heel, MN Weedon, ... Genetic Prediction and Screening of Early Life Polygenic Autoimmunity, 109, 2021 | | 2021 |
