Matthew Sperrin

Evaluation of clinical prediction models (part 1): from development to external validation

Gary S. Collins, Paula Dhiman, Jie Ma et al. · BMJ · 2024 · 397 citations · Full text

External Validation, Prognosis, Diagnosis +21

Causal inference and counterfactual prediction in machine learning for actionable healthcare

Mattia Prosperi, Yi Guo, Matthew Sperrin et al. · Nature Machine Intelligence · 2020 · 386 citations

Artificial Intelligence, Causal Model, Health Informatics +12

Framework to construct and interpret latent class trajectory modelling

Hannah Lennon, Scott P. Kelly, Matthew Sperrin et al. · BMJ Open · 2018 · 371 citations · Full text

Do Patients have Worse Outcomes in Heart Failure Than in Cancer? A Primary Care-Based Cohort Study with 10-Year Follow-Up in Scotland

Mamas A. Mamas, Matthew Sperrin, Margaret Watson et al. · European Journal of Heart Failure · 2017 · 330 citations · Full text

How much is too much? Threshold dose distributions for 5 food allergens

Barbara Ballmer‐Weber, Montserrat Fernández‐Rivas, Kirsten Beyer et al. · Journal of Allergy and Clinical Immunology · 2015 · 173 citations · Full text

Environmental Allergy, Food Intolerance, Food Allergens +11