Works by Choi, Xinyi

Results: 9

Machine Learning for Early Detection of Cognitive Decline in Parkinson's Disease Using Multimodal Biomarker and Clinical Data.
Published in:
Biomedicines, 2024, v. 12, n. 12, p. 2758, doi. 10.3390/biomedicines12122758
By:
- Mohammadi, Raziyeh;
- Ng, Samuel Y. E.;
- Tan, Jayne Y.;
- Ng, Adeline S. L.;
- Deng, Xiao;
- Choi, Xinyi;
- Heng, Dede L.;
- Neo, Shermyn;
- Xu, Zheyu;
- Tay, Kay-Yaw;
- Au, Wing-Lok;
- Tan, Eng-King;
- Tan, Louis C. S.;
- Steyerberg, Ewout W.;
- Greene, William;
- Saffari, Seyed Ehsan
Publication type:
Article
Identifying clinical features and blood biomarkers associated with mild cognitive impairment in Parkinson disease using machine learning.
Published in:
European Journal of Neurology, 2023, v. 30, n. 6, p. 1658, doi. 10.1111/ene.15785
By:
- Deng, Xiao;
- Ning, Yilin;
- Saffari, Seyed Ehsan;
- Xiao, Bin;
- Niu, Chenglin;
- Ng, Samuel Yong Ern;
- Chia, Nicole;
- Choi, Xinyi;
- Heng, Dede Liana;
- Tan, Yi Jayne;
- Ng, Ebonne;
- Xu, Zheyu;
- Tay, Kay‐Yaw;
- Au, Wing‐Lok;
- Ng, Adeline;
- Tan, Eng‐King;
- Liu, Nan;
- Tan, Louis C. S.
Publication type:
Article
Biomarker characterization of clinical subtypes of Parkinson Disease.
Published in:
NPJ Parkinson's Disease, 2022, v. 8, n. 1, p. 1, doi. 10.1038/s41531-022-00375-y
By:
- Deng, Xiao;
- Saffari, Seyed Ehsan;
- Liu, Nan;
- Xiao, Bin;
- Allen, John Carson;
- Ng, Samuel Yong Ern;
- Chia, Nicole;
- Tan, Yi Jayne;
- Choi, Xinyi;
- Heng, Dede Liana;
- Lo, Yew-long;
- Xu, Zheyu;
- Tay, Kay-Yaw;
- Au, Wing-Lok;
- Ng, Adeline;
- Tan, Eng-King;
- Tan, Louis C. S.
Publication type:
Article
Poor sleep quality is associated with fatigue and depression in early Parkinson's disease: A longitudinal study in the PALS cohort.
Published in:
Frontiers in Neurology, 2022, v. 13, p. 1, doi. 10.3389/fneur.2022.998103
By:
- Koh, Matthew Rui En;
- Cong Yang Chua;
- Yong-Ern Ng, Samuel;
- Shuang-Yu Chia, Nicole;
- Saffari, Seyed Ehsan;
- Yu-Ying Chen, Regina;
- Xinyi Choi;
- Heng, Dede Liana;
- Neo, Shermyn Xiumin;
- Kay Yaw Tay;
- Wing Lok Au;
- Eng-King Tan;
- Chew-Seng Tan, Louis;
- Zheyu Xu
Publication type:
Article
Utility of plasma Neurofilament light as a diagnostic and prognostic biomarker of the postural instability gait disorder motor subtype in early Parkinson's disease.
Published in:
Molecular Neurodegeneration, 2020, v. 15, n. 1, p. 1, doi. 10.1186/s13024-020-00385-5
By:
- Ng, Adeline Su Lyn;
- Tan, Yi Jayne;
- Yong, Alisa Cui Wen;
- Saffari, Seyed Ehsan;
- Lu, Zhonghao;
- Ng, Ebonne Yulin;
- Ng, Samuel Yong Ern;
- Chia, Nicole Shuang Yu;
- Choi, Xinyi;
- Heng, Dede;
- Neo, Shermyn;
- Xu, Zheyu;
- Keong, Nicole Chwee Har;
- Tay, Kay Yaw;
- Au, Wing Lok;
- Tan, Louis Chew Seng;
- Tan, Eng-King
Publication type:
Article
Physical Activity Improves Anxiety and Apathy in Early Parkinson's Disease: A Longitudinal Follow-Up Study.
Published in:
Frontiers in Neurology, 2021, v. 11, p. N.PAG, doi. 10.3389/fneur.2020.625897
By:
- Ng, Samuel Yong-Ern;
- Chia, Nicole Shuang-Yu;
- Abbas, Mirza Masoom;
- Saffari, Ehsan Seyed;
- Choi, Xinyi;
- Heng, Dede Liana;
- Xu, Zheyu;
- Tay, Kay-Yaw;
- Au, Wing-Lok;
- Tan, Eng-King;
- Tan, Louis Chew-Seng
Publication type:
Article
Stability of MDS-UPDRS Motor Subtypes Over Three Years in Early Parkinson's Disease.
Published in:
Frontiers in Neurology, 2021, v. 12, p. 1, doi. 10.3389/fneur.2021.704906
By:
- Kohat, Abhijeet K.;
- Ng, Samuel Y. E.;
- Wong, Aidan S. Y.;
- Chia, Nicole S. Y.;
- Choi, Xinyi;
- Heng, Dede L.;
- Li, Wei;
- Ng, Hwee-Lan;
- Chua, Shu-Ting;
- Neo, Shermyn X. M.;
- Xu, Zheyu;
- Tay, Kay-Yaw;
- Au, Wing-Lok;
- Tan, Eng-King;
- Tan, Louis C. S.
Publication type:
Article
iTRAQ‐based proteomic analysis reveals myeloperoxidase (MPO) as a diagnostic and prognostic biomarker of cognitive decline in Parkinson's disease.
Published in:
Alzheimer's & Dementia: The Journal of the Alzheimer's Association, 2023, v. 19, p. 1, doi. 10.1002/alz.076988
By:
- Tan, Yi Jayne;
- Ng, Ebonne YL;
- Ng, Samuel YE;
- Chia, Nicole SY;
- Choi, Xinyi;
- Heng, Dede;
- Neo, Shermyn XM;
- Xu, Zheyu;
- Tay, Kay Yaw;
- Au, Wing Lok;
- Tan, Louis CS;
- Tan, Eng‐King;
- Ng, Adeline Su Lyn
Publication type:
Article
Association between plasma neurofilament light chain levels and cognition in early Parkinson's disease: Biomarkers (non‐neuroimaging)/Plasma/Serum/Urine biomarkers.
Published in:
Alzheimer's & Dementia: The Journal of the Alzheimer's Association, 2020, v. 16, n. 11, p. 1, doi. 10.1002/alz.040206
By:
- Yong, Alisa C.W.;
- Tan, Yi Jayne;
- Ng, Ebonne YL;
- Lu, Zhonghao;
- Ng, Samuel YE;
- Chia, Nicole SY;
- Choi, Xinyi;
- Heng, Dede;
- Neo, Shermyn XM;
- Xu, Zheyu;
- Tay, Kay Yaw;
- Au, Wing Lok;
- Tan, Eng King;
- Tan, Louis C.S.;
- Ng, Adeline Su Lyn
Publication type:
Article