IDDM Faculty Advisors

  • Russ B. Altman
    Professor of Bioengineering, Genetics, Medicine, and by courtesy, Computer Science,
    russ.altman@stanford.edu
    Application of computing technology to basic molecular biological problems of relevance to medicine.
  • Akshay Chaudhari
    Assistant Professor of Radiology
    akshaysc@stanford.edu
    Using data-efficient deep-learning techniques for medical imaging acquisition, reconstruction, and subsequent analysis, along with multi-modality integration of medical images with natural language and time-series data.
  • Jonathan H. Chen
    Assistant Professor of Medicine, Biomedical Informatics Research 
    Electronic Health Records, Data-Mining, Crowd-sourcing, Recommender Systems, Collaborative Filtering, Observational Research, Medical Decision Making, Machine Learning, Secondary Analysis, Clinical Decision Support. 
  • Manisha Desai
    Professor of Medicine, Biomedical Informatics Research
    Section Chief, Biostatistics 
  • N. Lance Downing
    Clinical Assistant Professor of Medicine, Biomedical Informatics Research
    Clinical decision support, electronic health records, clinician burnout, and applications of artificial intelligence in healthcare
  • Olivier Gevaert
    Associate Professor of Medicine, Biomedical Informatics Research 
    Developing machine-learning methods for biomedical decision support from multi-scale data. 
  • Trevor Hastie
    John A. Overdeck Professor, Professor of Statistics and of Biomedical Data Sciences
    hastie@stanford.edu
    Biostatistics, Machine/Statistical Learning
  • Tina Hernandez-Boussard
    Professor of Medicine, Biomedical Informatics Research 
    Computational biology, accountability measures, population health, and health policy
  • Iain Johnstone
    Marjorie Mhoon Fair Professor of Quantitative Science and Professor of Statistics and of Biomedical Data Sciences
    imj@stanford.edu
    Biostatistics, Multivariate Analysis, Signal Processing, Estimation Theory
  • Purvesh Khatri
    Associate Professor of Medicine, Biomedical Informatics Research
    Institute for Immunity, Transplantation and Infection
    Machine learning, computational immunology, translational medicine 
  • Teri Klein
    Professor (Research) of Biomedical Data Science, of Medicine (BMIR) and, by courtesy, of Genetics
    teri.klein@stanford.edu
    Pharmacogenomics, Clinical Genomics, Bioinformatics, Computational Biology
  • Curtis Langlotz, MD, PhD
    Professor of Radiology, Thoracic Imaging, and of Biomedical Informatics Research
    langlotz@stanford.edu
    Decision support for diagnostic imaging. Development of systems and standards that facilitate structured data capture during routine image interpretation. Natural language processing technology to extract knowledge from the narrative that remains a part of the radiology report.
  • Ying Lu
    Professor of Biomedical Data Science and, by courtesy, of Radiology (Molecular Imaging) and of Epidemiology and Population Health
    ylu1@stanford.edu
    Biostatistics, Clinical Trials, Medical Decision Making, Medical Diagnosis, Cancer, Quality Control
  • Matthew Lungren
    Assistant Professor of Radiology (Pediatric Radiology) at the Stanford University Medical Center
    mlungren@stanford.edu
  • Mark Musen
    Professor of Medicine, and by courtesy, Computer Science
    musen@stanford.edu
    Development of new, component-based software architectures for building complex systems.
  • Sandy Napel, PhD
    Professor of Radiology, Director of IBIIS
    snapel@stanford.edu
    Volumetric Visualization and Quantitation, Computer-aided Lesion Detection, Image-molecular Correlations, Human Computer Interactions in Radiology. 
  • Aaron Newman
    Assistant Professor of Biomedical Data Science
    amnewman@stanford.edu
    Bioinformatics, Computatonal Biology, Cancer Genomics, Stem Cell Bioinformatics, Machine/ Statistical Learning
  • Julia Palacios
    Assistant Professor of Statistics, of Biomedical Data Science and, by courtesy, of Biology
    juliapr@stanford.edu
    Machine/ Statistical Learning,Computational Biology, Genetics, Evolutionary Genetics, Statistics
  • Sylvia K. Plevritis, PhD
    Professor of Biomedical Data Science and of Radiology (Integrative Biomedical Imaging Informatics at Stanford)
    Precision Oncology, Systems Biology, Multi-Omic Integration, Imaging Informatics, Machine/ Statistical Learning, Simulation Analysis
  • Manuel Rivas
    Assistant Professor of Biomedical Data Science

    mrivas@stanford.edu
    Human Genetics, Statistical Genetics, Learning Healthcare Systems, Biostatistics
  • Daniel Rubin, MD, MS
    Professor of Biomedical Data Science, Radiology, and Medicine (Biomedical Informatics), and by courtesy, Computer Science and Ophthalmology
    dlrubin@stanford.edu
    Imaging informatics, BIG DATA and data mining, image feature extraction, quantitative imaging, machine learning, natural language processing, decision support.
  • Mirabela Rusu, PhD
    Assistant Professor of Radiology
    mrusu@stanford.edu
    Development of analytic methods for biomedical data interpretation, radiology-pathology fusion. Construction of comprehensive multi-scale representations. Facilitate in-depth characterization of biological processes and pathological conditions.
  • Chiara Sabatti
    Professor of Biomedical Data Science and of Statistics

    sabatti@stanford.edu
    Genetics & Genomics, Replicability, Fairness, Uncertainty Assessment, Data Science Education
  • Julia Salzman
    Associate Professor of Biomedical Data Science, of Biochemistry and, by courtesy, of Statistics

    Bioinformatics, Genetics, Machine/Statistical Learning, Computational Biology
  • Nigam H. Shah, MBBS, PhD
    Associate Professor of Medicine (Biomedical Informatics)
    nigam@stanford.edu
    Developing methods to analyze large unstructured data sets for data-driven medicine.
  • Lu Tian
    Professor of Biomedical Data Science and, by courtesy, of Statistics

    lutian@stanford.edu
    Biostatistics, Clinical Trials, Precision Medicine, Meta Analysis
  • Robert Tibshirani 
    Professor of Biomedical Data Science and of Statistics

    Biostatistics, Machine/Statistical Learning
  • Wing Hung Wong
    Stephen R. Pierce Family Goldman Sachs Professor of Science and Human Health and Professor of Biomedical Data Science

    Computational Biology, Statistics
  • Kristen Yeom, MD
    Associate Professor of Radiology and, by courtesy, of Neurosurgery at the Lucile Salter Packard Children's Hospital and the Stanford University Medical Center
    kyeom@stanford.edu
  • Serena Yeung 
    Assistant Professor of Biomedical Data Science and, by courtesy, of Computer Science and of Electrical Engineering

    syyeung@stanford.edu
    Machine/Statistical Learning, Deep Learning, Bioinformatics, Computer Vision, Medical Imaging, Computational Biology
  • James Zou
    Assistant Professor of Biomedical Data Science and, by courtesy, of Computer Science and of Electrical Engineering

    jamesz@stanford.edu
    Machine/Statistical Learning, AI for Health, Computational Biology
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  • Additional Advisor
  • Japp Suermondt
    jaaps@stanford.edu