Matches in SemOpenAlex for { <https://semopenalex.org/work/W3033170849> ?p ?o ?g. }
- W3033170849 abstract "Symptoms of Parkinson’s diseases are very complex with great individual differences.However, clinical diagnosis of PD now still depends on subjective observation limitedto motor symptoms. Furthermore, screening of advantageous therapies to differentindications is in short of an objective index. Can biomarkers help us predict individualPD symptoms and treatment effects? This review emphasized individual differencesin PD symptoms and in therapeutic effects at first. Then we reviewed potentialclinical biomarkers. Finally, machine learning as well as currently popular algorithmswas reviewed as a practical tool in biomarkers screening. The review points out thatthe direction of future studies on biomarker screening is individual differences androbustness, which can be achieved with machine learning." @default.
- W3033170849 created "2020-06-12" @default.
- W3033170849 creator A5023273137 @default.
- W3033170849 creator A5047160583 @default.
- W3033170849 creator A5050827327 @default.
- W3033170849 creator A5052889294 @default.
- W3033170849 creator A5069354508 @default.
- W3033170849 date "2020-02-27" @default.
- W3033170849 modified "2023-09-27" @default.
- W3033170849 title "Biomarkers Detection of Individual PD Symptoms and Therapeutic Effect Prediction with Machine Learning" @default.
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