Publication Research

Machine learning algorithms for classification of microcirculation images from septic and non-septic patients

Perikumar Javia, Rana A, Shapiro NI, Shah P. IEEE Xplore, Proceedings of 17th International Conference on Machine Learning and Applications (2018) (Conference acceptance rate: 14%). DOI: 10.1109/ICMLA.2018.00097
Research
Health 0.0

Health 0.0
Project Research

Helping Emergency Care Physicians Diagnose Sepsis and Bacterial Infections with Machine Learning and Vision

General overview:Sepsis, a life-threatening complication of bacterial infection, leads to millions of worldwide deaths requires significa...
Project Research

Research Area | Application, Interpretability and Clinical Translation of Deep Learning Algorithms for Medical Images

Research in our laboratory reduces dependence on specialized medical imaging devices, biological and chemical processes and creates new p...
Project Research

Research Area | Rapid Fabrication and Deployment of Medical Devices and Technologies

We have significant expertise and motivation to bring problems from the clinic and society into the laboratory to develop novel bioengine...