Ryan Bellfield

Journal article

Bellfield RAA, Olier I, Lotto R, Jones ID, Dawson EA, Li G, Tuladhar AM, Lip GYH, Ortega-Martorell S. 2024. AI-based derivation of atrial fibrillation phenotypes in the general and critical care populations eBioMedicine, 107 DOI Author Url Publisher Url Public Url

Bellfield RAA, Ortega-Martorell S, Lip GYH, Oxborough D, Olier I. 2024. Impact of ECG data format on the performance of machine learning models for the prediction of myocardial infarction Journal of Electrocardiology, 84 :17-26 DOI Author Url Publisher Url Public Url

Ortega-Martorell S, Bellfield RAA, Harrison S, Drewery D, Williams N, Olier-Caparroso I. 2023. Mapping the global free expression landscape using machine learning SN Applied Sciences, 5 DOI Publisher Url Public Url

Ortega Martorell S, Olier I, Hernandez O, Restrepo-Galvis PD, Bellfield RAA, Candiota AP. 2023. Tracking Therapy Response in Glioblastoma Using 1D Convolutional Neural Networks Cancers, 15 DOI Author Url Publisher Url Public Url

Bellfield RAA, Ortega-Martorell S, Lip GYH, Oxborough D, Olier I. 2022. The Athlete’s Heart and Machine Learning: A Review of Current Implementations and Gaps for Future Research Journal of Cardiovascular Development and Disease, 9 DOI Author Url Publisher Url Public Url

Thesis/Dissertation

Bellfield R. 2024. Development of Machine Learning Models with Applications in Cardiovascular Research Olier I, Ortega-Martorell S, Lip G, Oxborough D. Public Url