Search Results for author: George Nehmetallah

Found 2 papers, 1 papers with code

Virtual organelle self-coding for fluorescence imaging via adversarial learning

no code implementations10 Sep 2019 Thanh Nguyen, Vy Bui, Anh Thai, Van Lam, Christopher B. Raub, Lin-Ching Chang, George Nehmetallah

A detailed comparative analysis is also conducted on the performance of the cGAN network between predicting fluorescence channels based on phase contrast or based on another fluorescence channel using human breast cancer MDA-MB-231 cell line as a test case.

Generative Adversarial Network Image Segmentation +1

Deep learning approach to Fourier ptychographic microscopy

1 code implementation27 Apr 2018 Thanh Nguyen, Yujia Xue, Yunzhe Li, Lei Tian, George Nehmetallah

Specifically, we show that it is possible to reconstruct high-SBP dynamic cell videos by a CNN trained only on the first FPM dataset captured at the beginning of a time-series experiment.

Generative Adversarial Network Time Series Analysis +1

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