Kevin PONTO
Virtual reality; human-computer interaction; data visualization; computer graphics & vision
Virtual reality; human-computer interaction; data visualization; computer graphics & vision
Systems-science approaches to addressing health disparities; environmental epidemiology; translational community based environmental health research; transcriptional biomarkers of exposure and response
Development and application of novel bioanalytical tools
Development of Magnetic Resonance Imaging (MRI) based acquisition and post-processing methods to visualize diffusion and activation in the human brain
Predictive analytics (diagnostics and prognostics) using electronic health record data and public health data for individuals with critical illness and substance misuse
Development and application of machine-learning methods to inferring models that characterize networks of interactions among genes, proteins, clinical and environmental factors, and phenotypes of interest
Utilization of electronic health record data and machine learning techniques, such as natural language processing and deep learning, to identify patients at risk for clinical deterioration, sepsis, acute kidney injury, and other syndromes of critical illness
Development of new methods to understand and combat cancer using photonics-based technologies
Developing software that converts nonlinear programs into complementarity problems without human interaction, using automatic differentiation techniques
Computer animation, video processing, and medical visualization to develop tools that help people express themselves in visual media, and to make these media more expressive, educational, and entertaining