Research Interests: Machine learning to optimize therapeutics in patient treatment, modeling for adverse event outcomes, and identifying methods to encourage diversity in clinical trials and precision medicine.
Research Interests: Computer vision application to identify and prognosticate traumatic injuries on CT, electronic health record natural language processing, and developing practical risk-stratification tools for bedside use,
Research Interests: Applying machine learning techniques to vascular diagnostic imaging, surgical decisionmaking, and surgical outcomes.
Research Interests: Studying the interactions of different macromolecules at a single molecule level, and specifically the AAA+ superfamily of proteins to understand how forces and can be transmitted between macromolecules to produce dynamic motion.
Research Interest: Computational methods to integrate genomic, clinical, and imaging data for personalized care.
Research Interests: Machine learning and statistical methods, neuroscience, and mathematical modeling.
Research Interests: ML diagnostic and prognostic tests, especially assessing biases that are present within ML diagnostic and prognostic tests and working to improve the performance of these models for underserved populations; also using ML techniques for a variety of applications within precision medicine.
Research Interests: Infectious disease, immunology, digital image processing, machine learning and applied statistical methods
Ju Yeon (Jules) Lee
Research Interests: Clinical informatics, computational genomics, computational epidemiology, public health informatics, social medicine, and queer health.
Research interests: applied statistical methods, machine learning, infectious diseases/immunology
Research Interests: Automated diagnostics, deep learning, computer vision, personalized precision medicine, and neuroscience
Research Interests: translational bioinformatics, clinical informatics, public health informatics, and cardiology
Victoria Valverde Rambaud
Research interests: AI-based diagnostics, AI-based drug discovery, personalized medicine, machine learning, neuroscience
Research Interests: Machine learning, GPU Computing, Neuroscience, Deep Brain Stimulation, Neural Encoding/Decoding
Research Interests: Applications of bioinformatics for diagnostics and therapeutics research and development, proteomics, genomics, computational biology
Research interests: Developing novel methods and informatics tools for genome and transcriptome analysis to improve diagnostics and treatment of diseases
Research Interests: Deep Learning and Single Cell Omics
Research Interests: Developing quantification and AI methods to translate data to meaning to construct and implement proactive, continuous, and preventative health outcomes
Research Interests: Modeling genetic and epigenetic regulatory networks, molecular dynamics, gene therapies
Research interests: artificial intelligence and medical imaging; machine learning and data integration for the prediction of clinical outcomes; cardiothoracic anesthesiology and critical care medicine; perioperative echocardiography.
Hsu-Hang (Eric) Yeh
Research interests: develop models for clinical decision support, utilize machine learning to facilitate clinical research
Research Interests: Cancer evolution; interpretation of whole genome/whole exome sequencing findings; development of informatics tools to track and analyize the causes and consequences of genetic test mis-orders