@inproceedings{bfedc6a872af4e60ad5176b6197109e6,
title = "Automated Screening of Sickle Cells using a Smartphone-Based Microscope and Deep Learning",
abstract = "We present a deep learning-based framework for performing automatic screening of sickle cells using a smartphone-based microscope. We achieved 98\% accuracy when blindly testing 96 human blood smear slides, including 32 with sickle cell disease.",
author = "\{De Haan\}, Kevin and Koydemir, \{Hatice Ceylan\} and Yair Rivenson and Derek Tseng and \{Van Dyne\}, Elizabeth and Lissette Bakic and Doruk Karinca and Kyle Liang and Megha Ilango and Esin Gumustekin and Aydogan Ozcan",
note = "Publisher Copyright: {\textcopyright} 2020 OSA.; 2020 Conference on Lasers and Electro-Optics, CLEO 2020 ; Conference date: 10-05-2020 Through 15-05-2020",
year = "2020",
month = may,
day = "1",
language = "English",
series = "Conference Proceedings - Lasers and Electro-Optics Society Annual Meeting-LEOS",
publisher = "Institute of Electrical and Electronics Engineers",
booktitle = "2020 Conference on Lasers and Electro-Optics, CLEO 2020 - Proceedings",
address = "United States",
}