Abstract
A self-supervised pretext task is developed based on flow profile and motion extraction for cell detection in a lensless imaging flow cytometer. It reduces the annotation burden, automatically selects usable frames, and improves detection performance.
© 2023 The Author(s)
PDF ArticleMore Like This
Xuanwen Hua, Keyi Han, Biagio Mandracchia, Wenhao Liu, and Shu Jia
JW4A.29 Frontiers in Optics (FiO) 2023
Kivanc Kose, Alican Bozkurt, Christi Alessi-Fox, Melissa Gill, Dana H. Brooks, Jennifer G. Dy, and Milind Rajadhyaksha
MTh2A.1 Microscopy Histopathology and Analytics (Microscopy) 2018
Çağatay Işıl, Kevin de Haan, Zoltán Gӧrӧcs, Hatice Ceylan Koydemir, Spencer Peterman, David Baum, Fang Song, Thamira Skandakumar, Esin Gumustekin, and Aydogan Ozcan
FM3D.4 Frontiers in Optics (FiO) 2021