Deep Learning-enabled Coherent Imaging Achieves Early Detection and Classification of Bacteria in Water Samples Conference Paper uri icon


  • Using deep learning and lensfree holographic imaging, we report early detection and classification of bacterial colonies in water samples. Our system detects 1 colony-forming unit (CFU) per Liter within 9 h of total test time.

name of conference

  • Conference on Lasers and Electro-Optics

published proceedings

  • Conference on Lasers and Electro-Optics

author list (cited authors)

  • Wang, H., Koydemir, H. C., Qiu, Y., Bai, B., Zhang, Y., Jin, Y., ... Ozcan, A.

citation count

  • 0

complete list of authors

  • Wang, Hongda||Koydemir, Hatice Ceylan||Qiu, Yunzhe||Bai, Bijie||Zhang, Yibo||Jin, Yiyin||Tok, Sabiha||Yilmaz, Enis Cagatay||Gumustekin, Esin||Rivenson, Yair||Ozcan, Aydogan

publication date

  • January 2021