Cover Image

Machine Learning for Predicting the 3-Year Risk of Incident Diabetes in Chinese Adults

Purpose: We aimed to establish and validate a risk assessment system that combines demographic and clinical variables to predict the 3-year risk of incident diabetes in Chinese adults.Methods: A 3-year cohort study was performed on 15,928 Chinese adults without diabetes at baseline. All participants...

Full description

Saved in:

Bibliographic Details
Main Authors:	Yang Wu (Author), Haofei Hu (Author), Jinlin Cai (Author), Runtian Chen (Author), Xin Zuo (Author), Heng Cheng (Author), Dewen Yan (Author)
Format:	Book
Published:	Frontiers Media S.A., 2021-06-01T00:00:00Z.
Subjects:	article
Online Access:	Connect to this object online.
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

A measurement study of the environmental quality and medical expenditures of elderly individuals: causal inference based on machine learning
by: Yu Zhang, et al.
Published: (2024)

Triglyceride glucose-body mass index and the risk of progression to diabetes from prediabetes: A 5-year cohort study in Chinese adults
by: Yong Han, et al.
Published: (2023)

Relationships between triglyceride-glucose index and incident gestational diabetes mellitus: a prospective cohort study of a Korean population using publicly available data
by: Zihe Mo, et al.
Published: (2024)

Fasting blood glucose: A mediator of the association between estimated glomerular filtration rate and arterial stiffness in Japanese population with decreased kidney function
by: Liling Wu, et al.
Published: (2024)

MASER: Enhancing EEG Spatial Resolution With State Space Modeling
by: Yifan Zhang, et al.
Published: (2024)

Constructing a cancer stem cell related prognostic model for predicting immune landscape and drug sensitivity in colorectal cancer
by: Jianfang Chen, et al.
Published: (2023)

DC-tCNN: A Deep Model for EEG-Based Detection of Dim Targets
by: Liangwei Fan, et al.
Published: (2022)

Quick Annotator: an open‐source digital pathology based rapid image annotation tool
by: Runtian Miao, et al.
Published: (2021)

Monitoring European data with prospective space-time scan statistics: predicting and evaluating emerging clusters of COVID-19 in European countries
by: Mingjin Xue, et al.
Published: (2022)

Nontargeted metabolomics study and pharmacodynamic evaluation of bidirectional fermentation for Ganoderma lucidum with Marsdenia tenacissima
by: Runtian Li, et al.
Published: (2022)

Efficacy of intrauterine insemination in women with endometrioma-associated subfertility: analysis using propensity score matching
by: He Cai, et al.
Published: (2022)

MTHFR and MTRR gene polymorphisms in patients with chronic hepatitis B virus infections in Zigong, Sichuan Province
by: Shunhua Qiu, et al.
Published: (2024)

The association between fatty liver index and onset of diabetes: secondary analysis of a population-based cohort study
by: Yanqiong Zhu, et al.
Published: (2023)

Role of differential proteomics in studying pharmacological mechanisms of traditional Chinese medicines
by: Yun Wang, et al.
Published: (2019)

A personalized prediction model for urinary tract infections in type 2 diabetes mellitus using machine learning
by: Yu Xiong, et al.
Published: (2024)

Role of Calprotectin as a Biomarker in Periodontal Disease
by: Lili Wei, et al.
Published: (2019)

Repeat abortion and associated factors among women seeking abortion services in northwestern China: a cross-sectional study
by: Chen Li, et al.
Published: (2021)

Comparison of bleeding risk and hypofibrinogenemia-associated risk factors between tigecycline with cefoperazone/sulbactam therapy and other tigecycline-based combination therapies
by: Lei Zhang, et al.
Published: (2023)

Effects of Traditional Chinese Medicine and its Active Ingredients on Drug-Resistant Bacteria
by: Jimin Li, et al.
Published: (2022)

Machine Learning Approaches to Predict Risks of Diabetic Complications and Poor Glycemic Control in Nonadherent Type 2 Diabetes
by: Yuting Fan, et al.
Published: (2021)

Clinical Validation of BCI-Controlled Wheelchairs in Subjects With Severe Spinal Cord Injury
by: Xin Chen, et al.
Published: (2022)

Precise nano-system-based drug delivery and synergistic therapy against androgen receptor-positive triple-negative breast cancer
by: Fangyan Gao, et al.
Published: (2024)

Novel Hybrid CHC from β-carboline and N-Hydroxyacrylamide Overcomes Drug-Resistant Hepatocellular Carcinoma by Promoting Apoptosis, DNA Damage, and Cell Cycle Arrest
by: Jiefei Miao, et al.
Published: (2021)

Endometrial compaction after human chorionic gonadotrophin administration reduces ectopic pregnancy rate following fresh embryo transfer in vitro fertilization/intracytoplasmic sperm injection cycles in patients with non-thin endometrium: a retrospective cohort study
by: Qiuyuan Li, et al.
Published: (2022)

Prolonged hyperlipidemia exposure increases the risk of arterial stiffness in young adults: a cross-sectional study in a cohort of Chinese
by: Haojia Chen, et al.
Published: (2020)

Chemical Stability of a Chinese Herbal Spirit Using LC-MS-Based Metabolomics and Accelerated Tests
by: Yan Hu, et al.
Published: (2022)

Development and validation of the Chinese Rural Middle-aged and Elderly Health Literacy Scale
by: Rui Li, et al.
Published: (2024)

ANCA-negative eosinophilic granulomatosis with polyangiitis in a girl misdiagnosed as asthma and pulmonary tuberculosis
by: Fang Yang, et al.
Published: (2023)

Comparative evaluation of the vertical fracture resistance of endodontically treated roots filled with Gutta-percha and Resilon: a meta-analysis of in vitro studies
by: Minmin Tan, et al.
Published: (2018)

Assessment of the Potential of Sarcandra glabra (Thunb.) Nakai. in Treating Ethanol-Induced Gastric Ulcer in Rats Based on Metabolomics and Network Analysis
by: Chao Li, et al.
Published: (2022)

Preparation of Colon-Targeted Acetylharpagide Tablets and its Release Properties in vivo and in vitro
by: DeWen Liu, et al.
Published: (2018)

Pretransplant metabolic syndrome and its components predict post-transplantation diabetes mellitus in Chinese patients receiving a first renal transplant
by: Cai R, et al.
Published: (2019)

Risk Factors and Prediction of 28-Day-All Cause Mortality Among Critically Ill Patients with Acute Pancreatitis Using Machine Learning Techniques: A Retrospective Analysis of Multi-Institutions
by: Cai W, et al.
Published: (2024)

Low-intensity pulsed ultrasound promotes tissue regeneration in rat dental follicle cells in a porous ceramic scaffold
by: Yunchun KUANG, et al.

How does job mobility relate to work commitment among rural healthcare workers? a cross-sectional study in western China
by: Jinlin Liu, et al.
Published: (2021)

Special focus on the association between COVID-19 vaccination and Raynaud's phenomenon in autoimmune disease
by: Zheng Bao, et al.
Published: (2023)

Applications of Antioxidants in Dental Procedures
by: Fan Qi, et al.
Published: (2022)

Machine learning enables update to pediatric neurorehabilitation
by: Yunfang He, et al.
Published: (2024)

The impact of Chinese COVID-19 pandemic on the incidence of peripheral facial nerve paralysis after optimizing policies
by: Erhui Yu, et al.
Published: (2023)

Author correction to 'Protective effects of VMY-2-95 on corticosterone-induced injuries in mice and cellular models' [Acta Pharmaceutica Sinica B 11 (2021) 1903-1913]
by: Ziru Yu, et al.
Published: (2023)