References

Antman, Elliott M, Marc Cohen, Peter JLM Bernink, Carolyn H McCabe, Thomas Horacek, Gary Papuchis, Branco Mautner, Ramon Corbalan, David Radley, and Eugene Braunwald. 2000. “The TIMI Risk Score for Unstable Angina/Non–ST Elevation MI: A Method for Prognostication and Therapeutic Decision Making.” Jama 284 (7): 835–42.

Connors, Alfred F, Theodore Speroff, Neal V Dawson, Charles Thomas, Frank E Harrell, Douglas Wagner, Norman Desbiens, et al. 1996. “The Effectiveness of Right Heart Catheterization in the Initial Care of Critically III Patients.” Jama 276 (11): 889–97. https://tinyurl.com/Connors1996.

Keele, Luke, and Dylan S Small. 2018. “Pre-Analysis Plan for a Comparison of Matching and Black Box-Based Covariate Adjustment.” Observational Studies 4 (1): 97–110.

———. 2021. “Comparing Covariate Prioritization via Matching to Machine Learning Methods for Causal Inference Using Five Empirical Applications.” The American Statistician, 1–9.

Liu, Xiaoxuan, Samantha Cruz Rivera, David Moher, Melanie J Calvert, and Alastair K Denniston. 2020. “Reporting Guidelines for Clinical Trial Reports for Interventions Involving Artificial Intelligence: The CONSORT-AI Extension.” Bmj 370.

Rivera, Samantha Cruz, Xiaoxuan Liu, An-Wen Chan, Alastair K Denniston, and Melanie J Calvert. 2020. “Guidelines for Clinical Trial Protocols for Interventions Involving Artificial Intelligence: The SPIRIT-AI Extension.” Bmj 370.

Steyerberg, Ewout W et al. 2019. Clinical Prediction Models. Springer.

Vinny, Pulikottil W, Rahul Garg, MV Padma Srivastava, Vivek Lal, and Venugoapalan Y Vishnu. 2021. “Critical Appraisal of a Machine Learning Paper: A Guide for the Neurologist.” Annals of Indian Academy of Neurology 24 (4): 481.