- 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