Medical Applications of Big Data

Resources^{7 total}

• Publication

  Ethical Machine Learning in Healthcare

  The use of machine learning (ML) in healthcare raises numerous ethical concerns, especially as models can amplify existing health inequities. Here, we ...

• Publication

  Modern Clinical Text Mining: A Guide and Review

  Electronic health records (EHRs) are becoming a vital source of data for healthcare quality improvement, research, and operations. However, much of the most ...

• Publication

  AI in Measurement Science

  Measurement of biological systems containing biomolecules and bioparticles is a key task in the fields of analytical chemistry, biology, and medicine.

• Publication

  Artificial Intelligence in Drug Treatment

  The most common applications of artificial intelligence (AI) in drug treatment have to do with matching patients to their optimal drug or combination of ...

• Publication

  Big Data and Artificial Intelligence Modeling for Drug Discovery

  Due to the massive data sets available for drug candidates, modern drug discovery has advanced to the big data era. Central to this shift is the ...

• Publication

  Large-Scale Analysis of Genetic and Clinical Patient Data

  Biomedical data science has experienced an explosion of new data over the past decade. Abundant genetic and genomic data are increasingly available in ...