JADBio is an AutoML platform that enables life scientists to build and deploy accurate and interpretable predictive models with speed and ease, even if they have no data science expertise. The platform is purpose-built for multi-omics data, including genomics, transcriptomics, metagenomics, proteomics, metabolomics, phenotype/clinical data, and images.
JADBio's AutoML algorithms are based on the latest research in machine learning and statistics. They are designed to be robust to small sample sizes and high-dimensional data. The platform also includes a number of features that help users to interpret and understand the results of their models, such as feature selection, visualization, and reporting.
JADBio is a powerful tool that can be used for a variety of applications in life science research, including
Biomarker discovery Jadbio can be used to identify biomarkers that can be used to diagnose, predict, or treat diseases.
Drug discovery Jadbio can be used to identify drug targets and to design new drugs.
Clinical trial design Jadbio can be used to design clinical trials and to predict the outcomes of trials.
Patient stratification Jadbio can be used to stratify patients into different groups based on their risk of developing a disease or their response to a treatment.
JADBio is a valuable tool for life scientists who are looking to use machine learning to advance their research. The platform is easy to use, affordable, and scalable. It is also backed by a team of experienced scientists who are committed to providing users with the best possible support.
Keywords Jadbio, AutoML, machine learning, life science, biomarker discovery, drug discovery, clinical trial design, patient stratification
