Gary S. Collins

A systematic review shows no performance benefit of machine learning over logistic regression for clinical prediction models

2019 · 1.890 Zit. · Journal of Clinical Epidemiology

TRIPOD+AI statement: updated guidance for reporting clinical prediction models that use regression or machine learning methods

2024 · 1.829 Zit. · BMJ

Artificial intelligence versus clinicians: systematic review of design, reporting standards, and claims of deep learning studies

2020 · 1.028 Zit. · BMJ

Reporting guidelines for clinical trial reports for interventions involving artificial intelligence: the CONSORT-AI extension

2020 · 983 Zit. · Nature Medicine

Prediction models for cardiovascular disease risk in the general population: systematic review

2016 · 927 Zit. · BMJ

Transparent Reporting of a multivariable prediction model for Individual Prognosis Or Diagnosis (TRIPOD): the TRIPOD Statement

2015 · 847 Zit. · British journal of surgery

Protocol for development of a reporting guideline (TRIPOD-AI) and risk of bias tool (PROBAST-AI) for diagnostic and prognostic prediction model studies based on artificial intelligence

2021 · 778 Zit. · BMJ Open

Transparent Reporting of a Multivariable Prediction Model for Individual Prognosis or Diagnosis (TRIPOD)

2015 · 759 Zit. · Circulation

Guidelines for clinical trial protocols for interventions involving artificial intelligence: the SPIRIT-AI extension

2020 · 576 Zit. · Nature Medicine

Reporting guideline for the early-stage clinical evaluation of decision support systems driven by artificial intelligence: DECIDE-AI

2022 · 468 Zit. · Nature Medicine

Machine learning and artificial intelligence research for patient benefit: 20 critical questions on transparency, replicability, ethics, and effectiveness

2020 · 465 Zit. · BMJ

Transparent Reporting of a Multivariable Prediction Model for Individual Prognosis or Diagnosis (TRIPOD): The TRIPOD Statement

2015 · 443 Zit. · European Urology

Guidelines for clinical trial protocols for interventions involving artificial intelligence: the SPIRIT-AI extension

2020 · 408 Zit. · The Lancet Digital Health

Reporting guidelines for clinical trial reports for interventions involving artificial intelligence: the CONSORT-AI extension

2020 · 377 Zit. · The Lancet Digital Health

Metrics reloaded: recommendations for image analysis validation

2024 · 376 Zit. · Nature Methods