Brian Keating Email & Phone Number

San Diego, CA, US

Atlanta, Georgia, US

Develop and validate image analysis and deep learning solutions for the analysis of skin health. I own the full machine learning stack: curating data, labeling images, developing training pipelines, evaluating model performance, and deploying models.

Atlanta, Georgia, US

San Diego, California, US

Led the technical development of an AI-driven brain cancer app from conception through FDA submission. Designed and developed a clean, well-documented, well-tested Python package for medical image analysis. Built scalable machine learning ops using mlflow, quiltdata, and github actions.

Designed and trained convolutional neural networks for segmentation of prostate MRIs. Developed application for registration and segmention of CT images of the head for use by ER radiologists.

Chicago, Illinois, US

Led a small Data Science R&D group responsible for building up Uptake's capabilities in image and video analytics. We used a combination of classical image analysis and deep learning methodologies to perform object detection and spatio-temporal analysis of satellite imagery. Our group worked with an engineering team to build a reusable and scalable image.

Chicago, IL, US

I worked with faculty and researchers to develop image processing software to further their research. I helped research teams leverage the resources of the Research Computing Center (especially the UChicago supercomputer, Midway) in order to analyze and present data in compelling, visually appealing ways. Clients spanned a range of disciplines, including.

Honolulu, HI, US

Our group worked to correct for the effects of patient motion during MRI scans. I initially investigated the use of MR-based methods for motion tracking ("navigators") and dynamic shimming to maintain field homogeneity during motion correction. I later turned my focus to using an optical tracking system. I implemented predictive filtering and simple.

Williamsburg, VA, US

My graduate work focused on numerical stability and implementation of boundary conditions in Lattice Boltzmann simulations of turbulent flow. I programmed fluid and plasma simulations for massively parallel computers from scratch in MPI-Fortran.

Ph.D., Physics

Bachelor Of Arts (Ba), Physics