标题/作者	年份
2021 ESC Guidelines on cardiovascular disease prevention in clinical practice: Developed by the Task Force for cardiovascular disease prevention in clinical practice with representatives of the European Society of Cardiology and 12 medical societies With the special contribution of the European Association of Preventive Cardiology (EAPC) FLJ Visseren, F Mach, YM Smulders, D Carballo, KC Koskinas, M Bäck, ... European journal of preventive cardiology 29 (1), 5-115	2022
Clinical use of current polygenic risk scores may exacerbate health disparities AR Martin, M Kanai, Y Kamatani, Y Okada, BM Neale, MJ Daly Nature genetics 51 (4), 584-591	2019
Applications of machine learning in drug discovery and development J Vamathevan, D Clark, P Czodrowski, I Dunham, E Ferran, G Lee, B Li, ... Nature reviews Drug discovery 18 (6), 463-477	2019
Benefits and limitations of genome-wide association studies V Tam, N Patel, M Turcotte, Y Bossé, G Paré, D Meyre Nature Reviews Genetics 20 (8), 467-484	2019
The missing diversity in human genetic studies G Sirugo, SM Williams, SA Tishkoff Cell 177 (1), 26-31	2019
Tutorial: a guide to performing polygenic risk score analyses SW Choi, TSH Mak, PF O’Reilly Nature protocols 15 (9), 2759-2772	2020
Polygenic risk scores for prediction of breast cancer and breast cancer subtypes N Mavaddat, K Michailidou, J Dennis, M Lush, L Fachal, A Lee, JP Tyrer, ... The American Journal of Human Genetics 104 (1), 21-34	2019
Polygenic prediction via Bayesian regression and continuous shrinkage priors T Ge, CY Chen, Y Ni, YCA Feng, JW Smoller Nature communications 10 (1), 1776	2019
Genetic analyses of diverse populations improves discovery for complex traits GL Wojcik, M Graff, KK Nishimura, R Tao, J Haessler, CR Gignoux, ... Nature 570 (7762), 514-518	2019
The genetic architecture of Parkinson's disease C Blauwendraat, MA Nalls, AB Singleton The Lancet Neurology 19 (2), 170-178	2020
Polygenic risk scores: from research tools to clinical instruments CM Lewis, E Vassos Genome medicine 12 (1), 1-11	2020
Polygenic prediction of weight and obesity trajectories from birth to adulthood AV Khera, M Chaffin, KH Wade, S Zahid, J Brancale, R Xia, M Distefano, ... Cell 177 (3), 587-596. e9	2019
Underspecification presents challenges for credibility in modern machine learning A D'Amour, K Heller, D Moldovan, B Adlam, B Alipanahi, A Beutel, ... The Journal of Machine Learning Research 23 (1), 10237-10297	2022
DNA methylation aging clocks: challenges and recommendations CG Bell, R Lowe, PD Adams, AA Baccarelli, S Beck, JT Bell, ... Genome biology 20, 1-24	2019
Early detection of pancreatic cancer: opportunities and challenges AD Singhi, EJ Koay, ST Chari, A Maitra Gastroenterology 156 (7), 2024-2040	2019
Genome-wide association studies E Uffelmann, QQ Huang, NS Munung, J De Vries, Y Okada, AR Martin, ... Nature Reviews Methods Primers 1 (1), 59	2021
A brief history of human disease genetics M Claussnitzer, JH Cho, R Collins, NJ Cox, ET Dermitzakis, ME Hurles, ... Nature 577 (7789), 179-189	2020
Genome-wide association studies in ancestrally diverse populations: opportunities, methods, pitfalls, and recommendations RE Peterson, K Kuchenbaecker, RK Walters, CY Chen, AB Popejoy, ... Cell 179 (3), 589-603	2019
Drug-induced liver injury RJ Andrade, N Chalasani, ES Björnsson, A Suzuki, GA Kullak-Ublick, ... Nature Reviews Disease Primers 5 (1), 58	2019
Towards clinical utility of polygenic risk scores SA Lambert, G Abraham, M Inouye Human molecular genetics 28 (R2), R133-R142	2019

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