Výsledky vyhledávání - "Tseng, Derek"

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An Automated, Cost-Effective Optical System for Accelerated Anti-microbial Susceptibility Testing (AST) using Deep Learning

Autor: Brown, Calvin, Tseng, Derek, Larkin, Paige M. K., Realegeno, Susan, Mortimer, Leanne, Subramonian, Arjun, Di Carlo, Dino, Garner, Omai B., Ozcan, Aydogan

Publikováno v: ACS Photonics (2020)

Antimicrobial susceptibility testing (AST) is a standard clinical procedure used to quantify antimicrobial resistance (AMR). Currently, the gold standard method requires incubation for 18-24 h and subsequent inspection for growth by a trained medical

Externí odkaz: http://arxiv.org/abs/2005.11454

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Automated screening of sickle cells using a smartphone-based microscope and deep learning

Autor: de Haan, Kevin, Koydemir, Hatice Ceylan, Rivenson, Yair, Tseng, Derek, Van Dyne, Elizabeth, Bakic, Lissette, Karinca, Doruk, Liang, Kyle, Ilango, Megha, Gumustekin, Esin, Ozcan, Aydogan

Publikováno v: npj Digital Medicine (2020)

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 settings, SCD is not consistently diagnosed. In Africa, where the majority

Externí odkaz: http://arxiv.org/abs/1912.05155

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Deep learning enhanced mobile-phone microscopy

Autor: Rivenson, Yair, Koydemir, Hatice Ceylan, Wang, Hongda, Wei, Zhensong, Ren, Zhengshuang, Gunaydin, Harun, Zhang, Yibo, Gorocs, Zoltan, Liang, Kyle, Tseng, Derek, Ozcan, Aydogan

Publikováno v: ACS Photonics (2018)

Mobile-phones have facilitated the creation of field-portable, cost-effective imaging and sensing technologies that approach laboratory-grade instrument performance. However, the optical imaging interfaces of mobile-phones are not designed for micros

Externí odkaz: http://arxiv.org/abs/1712.04139

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