Bullock, Garrett

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

Collins, G. S., Dhiman, P., Ma, J., Schlussel, M. M., Archer, L., Van Calster, B., Harrell, F. E., Martin, G. P., Moons, K. G. M., van Smeden, M., et al. (2024) · BMJ

Statistical Methods in EpidemiologyArtificial Intelligence in Healthcare

Cited by 798

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

Dhiman, P., Ma, J., Andaur Navarro, C. L., Speich, B., Bullock, G., Damen, J. A. A., Hooft, L., Kirtley, S., Riley, R. D., Van Calster, B., et al. (2022) · BMC Medical Research Methodology

Statistical Methods in EpidemiologyArtificial Intelligence in Healthcare

Cited by 140

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

Dhiman, P., Ma, J., Andaur Navarro, C. L., Speich, B., Bullock, G., Damen, J. A. A., Hooft, L., Kirtley, S., Riley, R. D., Van Calster, B., et al. (2022) · Diagnostic and Prognostic Research

Statistical Methods in EpidemiologyMachine Learning in Healthcare

Cited by 79

Anterior Cruciate Ligament Return to Sport after Injury Scale (ACL-RSI) Scores over Time After Anterior Cruciate Ligament Reconstruction: A Systematic Review with Meta-analysis

Sell, T. C., Zerega, R., King, V., Reiter, C. R., Wrona, H., Bullock, G. S., Mills, N., Räisänen, A., Ledbetter, L., Collins, G. S., et al. (2024) · Sports Medicine - Open

Knee injuries and reconstruction techniquesSport Psychology and Performance

Cited by 62

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

Dhiman, P., Ma, J., Andaur Navarro, C. L., Speich, B., Bullock, G., Damen, J. A. A., Hooft, L., Kirtley, S., Riley, R. D., Van Calster, B., et al. (2023) · Journal of Clinical Epidemiology

Meta-analysis and systematic reviewsStatistical Methods in Epidemiology

Cited by 41

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

Collins, G. S., Whittle, R., Bullock, G. S., Logullo, P., Dhiman, P., de Beyer, J. A., Riley, R. D., & Schlussel, M. M. (2024) · Journal of Clinical Epidemiology

Research Data Management PracticesAcademic Publishing and Open Access

Cited by 21

Predictive models for musculoskeletal injury risk: why statistical approach makes all the difference

Rhon, D. I., Teyhen, D. S., Collins, G. S., & Bullock, G. S. (2022) · BMJ Open Sport & Exercise Medicine

Occupational Health and PerformanceStatistical Methods in Epidemiology

Cited by 20

Up Front and Open? Shrouded in Secrecy? Or Somewhere in Between? A Meta-Research Systematic Review of Open Science Practices in Sport Medicine Research

Bullock, G. S., Ward, P., Impellizzeri, F. M., Kluzek, S., Hughes, T., Hillman, C., Waterman, B. R., Danelson, K., Henry, K., Barr, E., et al. (2023) · Journal of Orthopaedic & Sports Physical Therapy

Academic Publishing and Open AccessResearch Data Management Practices

Cited by 15