Garrett S. Bullock

Methodological conduct of prognostic prediction models developed using machine learning in oncology: a systematic review

2022 · 124 Zit. · BMC Medical Research Methodology

Reporting of prognostic clinical prediction models based on machine learning methods in oncology needs to be improved

2021 · 105 Zit. · Journal of Clinical Epidemiology

Risk of bias of prognostic models developed using machine learning: a systematic review in oncology

2022 · 61 Zit. · Diagnostic and Prognostic Research

Black Box Prediction Methods in Sports Medicine Deserve a Red Card for Reckless Practice: A Change of Tactics is Needed to Advance Athlete Care

2022 · 59 Zit. · Sports Medicine

Overinterpretation of findings in machine learning prediction model studies in oncology: a systematic review

2023 · 36 Zit. · Journal of Clinical Epidemiology

Open science practices need substantial improvement in prognostic model studies in oncology using machine learning

2023 · 17 Zit. · Journal of Clinical Epidemiology

Up front and open, shrouded in secrecy, or somewhere in between? A Meta Research Systematic Review of Open Science Practices in Sport Medicine Research

2023 · 2 Zit.

Predicting the Objective and Subjective Clinical Outcomes of Anterior Cruciate Ligament Reconstruction: A Machine Learning Analysis of 432 Patients: Letter to the Editor

2023 · 1 Zit. · The American Journal of Sports Medicine

Open Sciences Practices Need Substantial Improvement in Prognostic Model Studies in Oncology Using Machine Learning

2023 · 0 Zit. · SSRN Electronic Journal