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: 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
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
Research Interests: Developing emerging infections disease diagnostic content