2 papers
physics.ins-det2020
Early-detection and classification of live bacteria using time-lapse coherent imaging and deep learning
Hongda Wang, Hatice Ceylan Koydemir, Yunzhe Qiu +8
We present a computational live bacteria detection system that periodically captures coherent microscopy images of bacterial growth inside a 60 mm diameter agar-plate and analyzes…
physics.med-ph2019
Automated screening of sickle cells using a smartphone-based microscope and deep learning
Kevin de Haan, Hatice Ceylan Koydemir, Yair Rivenson +8
Sickle cell disease (SCD) is a major public health priority throughout much of the world, affecting millions of people. In many regions, particularly those in resource-limited sett…