Methodological conduct of prognostic prediction models developed using machine learning in oncology: a systematic review
<strong>Background<br></strong> Describe and evaluate the methodological conduct of prognostic prediction models developed using machine learning methods in oncology. <br><strong> Methods<br></strong> We conducted a systematic review in MEDLINE and Embase be...
Κύριοι συγγραφείς: | Dhiman, P, Ma, J, Andaur Navarro, CL, Speich, B, Bullock, G, Damen, JAA, Hooft, L, Kirtley, S, Riley, RD, Van Calster, B, Moons, KGM, Collins, GS |
---|---|
Μορφή: | Journal article |
Γλώσσα: | English |
Έκδοση: |
BioMed Central
2022
|
Παρόμοια τεκμήρια
Παρόμοια τεκμήρια
-
Risk of bias of prognostic models developed using machine learning: a systematic review in oncology
ανά: Dhiman, P, κ.ά.
Έκδοση: (2022) -
Overinterpretation of findings in machine learning prediction model studies in oncology: a systematic review
ανά: Dhiman, P, κ.ά.
Έκδοση: (2023) -
Reporting of prognostic clinical prediction models based on machine learning methods in oncology needs to be improved
ανά: Dhiman, P, κ.ά.
Έκδοση: (2021) -
Methodological conduct of prognostic prediction models developed using machine learning in oncology: a systematic review
ανά: Paula Dhiman, κ.ά.
Έκδοση: (2022-04-01) -
Systematic review identifies the design and methodological conduct of studies on machine learning-based prediction models
ανά: Andaur Navarro, CL, κ.ά.
Έκδοση: (2022)