Search Results for author: Mark Anastasio

Found 3 papers, 0 papers with code

Automatic microscopic cell counting by use of deeply-supervised density regression model

no code implementations4 Mar 2019 Shenghua He, Kyaw Thu Minn, Lilianna Solnica-Krezel, Mark Anastasio, Hua Li

Accurately counting cells in microscopic images is important for medical diagnoses and biological studies, but manual cell counting is very tedious, time-consuming, and prone to subjective errors, and automatic counting can be less accurate than desired.

Automatic Cell Counting regression

Convolutional neural network based automatic plaque characterization from intracoronary optical coherence tomography images

no code implementations10 Jul 2018 Shenghua He, Jie Zheng, Akiko Maehara, Gary Mintz, Dalin Tang, Mark Anastasio, Hua Li

Traditional machine learning based methods, such as the least squares support vector machine and random forest methods, have been recently employed to automatically characterize plaque regions in OCT images.

Classification feature selection +2

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