Automated Process Incorporating Machine Learning Segmentation and Correlation of Oral Diseases with Systemic Health

no code implementations • 25 Oct 2018 • Gregory Yauney, Aman Rana, Lawrence C. Wong, Perikumar Javia, Ali Muftu, Pratik Shah

We report an automated process that combines intraoral fluorescent porphyrin biomarker imaging, clinical examinations and machine learning for correlation of systemic health conditions with periodontal disease.

BIG-bench Machine Learning

Machine Learning Algorithms for Classification of Microcirculation Images from Septic and Non-Septic Patients

no code implementations • 24 Oct 2018 • Perikumar Javia, Aman Rana, Nathan Shapiro, Pratik Shah

Imaging of microcirculatory dysfunction is a promising approach for automated diagnosis of sepsis.

BIG-bench Machine Learning Clustering +1