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: Clinical Informatics, health information exchange, clinical decision support, machine learning applied to clinical data mining and clinical image classification, and health IT security
Research Interests: AI platform for drug discovery, multimodal approach for neuroscience applications
Research Interests: Identifying, enhancing, and combining various clinical data streams for which to apply machine learning algorithms to improve clinical efficiency and patient safety.
Chia Jui Hung
Research Interests: Developing algorithms for wearables; mining and applying machine learning methods to omics data.
Research Interests: Natural language processing, machine learning, and clinical data mining
Research Interests: Applying statistical and machine learning methods on omics data to optimizing medical treatment for human disease
Research interests: Integrating data from multiomic, EHR, and real-world data sources with machine learning for clinical research and to enhance clinical workflow and decision making.
Research Interests: Machine learning and natural language processing in electronic health records to improve ophthalmology care
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
Research interests: public health informatics, computational genomics, personalized precision medicine, immunology, computational simulations
Research Interests: Computational genomics, electronic health record mining, genetics of complex disease, data science, 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: Computational genomics, translational bioinformatics, precision medicine, and data science
Research interests: Precision medicine, clinical informatics, radiology, neuroscience, oncology, and translational bioinformatics
Nikki Parker Taylor
Research interests: Clinical informatics, machine learning, neuroscience, women’s health
Research interests: Personalized Precision Medicine, AI-Driven Drug Discovery, AI-Driven Diagnostics, Deep Learning, Computer Vision, Machine Learning, Computational Neuroscience, Computational Genomics
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: Developing and implementing novel statistical methods and models using -omics data to further the understanding of complex diseases and genetic disorders as well as improve clinical outcomes
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