Risk of bias of prognostic models developed using machine learning: a systematic review in oncology
<strong>Background<br></strong> Prognostic models are used widely in the oncology domain to guide medical decision-making. Little is known about the risk of bias of prognostic models developed using machine learning and the barriers to their clinical uptake in the oncology domain....
Үндсэн зохиолчид: | 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 |
---|---|
Формат: | Journal article |
Хэл сонгох: | English |
Хэвлэсэн: |
BioMed Central
2022
|
Ижил төстэй зүйлс
Ижил төстэй зүйлс
-
Methodological conduct of prognostic prediction models developed using machine learning in oncology: a systematic review
-н: Dhiman, P, зэрэг
Хэвлэсэн: (2022) -
Overinterpretation of findings in machine learning prediction model studies in oncology: a systematic review
-н: Dhiman, P, зэрэг
Хэвлэсэн: (2023) -
Reporting of prognostic clinical prediction models based on machine learning methods in oncology needs to be improved
-н: Dhiman, P, зэрэг
Хэвлэсэн: (2021) -
Risk of bias of prognostic models developed using machine learning: a systematic review in oncology
-н: Paula Dhiman, зэрэг
Хэвлэсэн: (2022-07-01) -
Risk of bias in studies on prediction models developed using supervised machine learning techniques: systematic review
-н: Andaur Navarro, CL, зэрэг
Хэвлэсэн: (2021)