GitHub is where people build software. More than 100 million people use GitHub to discover, fork, and contribute to over 420 million projects.
Data of the diabetes mellitus patients is essential in the study of diabetes management, especially when employing the data-driven machine learning methods into the management. To promote and facilitate the research in diabetes management, we have developed theShanghaiT1DMandShanghaiT2DMDatasets and mad...
The machine learning model to classify whether a patient has diabetes or not, using a dataset of patient records and the ensemble technique of stacking. The goal of this project was to improve the accuracy of diabetes prediction, which is important for early diagnosis and treatment. machine-learn...
The raw accelerometer data were pre-processed by the Biobank Accelerometer Analysis software (https://github.com/OxWearables/biobankAccelerometerAnalysis, accessed on 1 May 2021) followed by metabolic equivalent of task (MET) calculation as described by Doherty et al and Le Goallec et al [2, 3...
Chronological age (CA) is determined by time of birth, whereas biological age (BA) is based on changes on a cellular level and strongly correlates with morbidity, mortality, and longevity. Type 2 diabetes (T2D) associates with increased morbidity and mortality; thus, we hypothesized that BA wou...
Using machine learning methods, a model containing 11 latent states was discovered that best fit the observed data and was subsequently applied to all IAb positive participants to draw the insights presented here. For the 643 diagnosed (D) participants, the discovered states formed three trajectories...
All the codes are freely accessible at https://github.com/SCH-YcHan/Glu-Ensemble. Please note that information related to patient privacy and security has been excluded from the presented data. 4.1. Data description This research received ethical approval from the Institutional Review Board of Soon...
: https://github.com/HuJieNJ/CDMO : http://www.openkg.cn/dataset/cdmo Evaluation results We validated the intrinsic correctness of the ontology using Robot tools and invited three physicians specializing in diabetes to review the ontology's content, including terms, definitions, and relationships...
GitHub is where people build software. More than 100 million people use GitHub to discover, fork, and contribute to over 420 million projects.
Dalam kata lain, model machine learning harus "belajar" dari data latih untuk kemudian dapat mengklasifikasikan data baru yang belum memiliki label kelas. Klasifikasi dalam machine learning umumnya dibagi menjadi dua jenis, yaitu: Klasifikasi Binomial (Binary Classification): Klasifikasi ini ...