OOB predictive performance in terms of AUC, and associated 95% bootstrap confidence intervals (CI).

OOB predictive performance in terms of AUC, and associated 95% bootstrap confidence intervals (CI).

<p>3-year and 5-year endpoints for the best-performing pipeline for each modelling strategy.</p>

محفوظ في:

التفاصيل البيبلوغرافية
المؤلف الرئيسي:	Autumn O’Donnell (14773050) (author)
مؤلفون آخرون:	Michael Cronin (5848088) (author), Shirin Moghaddam (9743755) (author), Eric Wolsztynski (14773053) (author)
منشور في:	2024
الموضوعات:	Molecular Biology Pharmacology Cancer Hematology Environmental Sciences not elsewhere classified Biological Sciences not elsewhere classified Mathematical Sciences not elsewhere classified Information Systems not elsewhere classified systematic prostatectomy regime precision medicine approach potential key predictors ncbi geo database event machine learning appropriate therapeutic pathways operative precision nomograms routine clinical information regularised cox models common clinical endpoints specific survival horizon patients even prior accession gse21032 ). operative transcriptomics models mrna information comprising mrna variables identified free survival prediction operative bcr prediction operative prediction free survival mrna variables clinical follow classification models bcr prediction bcr ). 135 patients year survival would likely treatment decision retrospectively analysed results showed prostate cancer predictive accuracy patient profiles model discrimination metrics considered including confirmation external validation could pave biochemical recurrence 000 features
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