Biomedical Informatics and Data Science

Program affiliation
Biomedical Informatics and Data Science

Research summary
Focused on applying epidemiology and informatics techniques to solve problems in the population health domain

Key words
informatics, public health, health record, risk prediction, epidemiology, population health

Program affiliation
Biomedical Informatics and Data Science
Cancer Biology

Research summary
Translational research in the intersection of computational breast imaging, artificial intelligence, and informatics towards improving breast cancer screening

Key words
breast cancer, computational imaging analytics, machine learning, deep learning, artificial intelligence, big data, precision medicine

Program affiliation
Neurosciences
Biomedical Informatics and Data Science

Research summary
Our laboratory develops and uses novel neuroanatomical and neuroimaging computerized brain mapping methods to study the structure, function, connectivity, parcellation, development, and evolution of cerebral cortex in humans and nonhuman primates in health and disease.

Key words
Neuroanatomy, Connectomics, Neuroimaging, Neuroradiology, Medical Image Analysis

Program affiliation
Biomedical Informatics and Data Science
Computational and Systems Biology
Molecular Cell Biology
Biochemistry Biophysics and Structural Biology

Research summary
Computational mass spectrometry and proteomics

Key words
Mass Spectrometry, Proteomics, Bioinformatics

Program affiliation
Neurosciences
Biomedical Informatics and Data Science

Research summary
Neuroimaging to better understand the brain in vivo

Key words

Program affiliation
Immunology
Neurosciences
Biomedical Informatics and Data Science
Molecular Cell Biology
Biochemistry Biophysics and Structural Biology

Research summary

Key words

Program affiliation
Molecular Genetics and Genomics
Biomedical Informatics and Data Science
Cancer Biology
Computational and Systems Biology

Research summary
Improving our understanding of human disease biology and the development of personalized medicine strategies using genomics and informatics technologies

Key words
genomics, bioinformatics, data mining, immunogenomics, precision medicine, personalized medicine, cancer vaccines, and cancer research

Program affiliation
Biomedical Informatics and Data Science
Cancer Biology
Molecular Cell Biology
Immunology

Research summary
Development of personalized medicine strategies for cancer using genomic technologies

Key words
bioinformatics, machine learning, cancer, genomics, immunogenomics, precision oncology

Program affiliation
Biomedical Informatics and Data Science
Human and Statistical Genetics
Computational and Systems Biology

Research summary
Statistical genetics and bioinformatics, high-dimensional data analysis and complex systems modeling, developing novel methodologies for detecting complex disease genes and characterizing their function

Key words
genetic epidemiology, statistical genetics

Program affiliation
Human and Statistical Genetics
Ecology and Evolutionary Biology
Biomedical Informatics and Data Science

Research summary
Genetic studies of alcoholism, smoking and drug dependence, depression, suicidality and anxiety disorders, personality disorders, and methodological research in genetic epidemiology

Key words
substance abuse, development, modeling, psychiatry, quantitative genetics