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Automatic detection of neurons in high-content microscope ...
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由 G Mata 著作2016被引用 8 次 — For the analysis of these data fully automatic methods are needed. The first step in this process is the detection of neuron regions in the high-content images.
Automatic detection of neurons in high-content microscope ...
ResearchGate
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In this paper we investigate the performance of machine learning methods for the specific task of detecting neuronal cells in ...
Automatic detection of neurons in high-content microscope ...
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The experimental results indicate that with the right feature set and training procedure, machine-learning based methods may yield superior detection ...
automatic detection of neurons in high-content microscope ...
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由 G Mata 著作被引用 8 次 — We demonstrate that with the right feature set and training procedure, machine learning can indeed improve neuron detection. 2. METHODS. 2.1. Image Data and ...
Automated Neuron Detection in High-Content Fluorescence ...
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Automatic detection of neurons in high-content microscope images using machine learning approaches · Machine Learning Improves the Precision and Robustness of ...
Automated Neuron Detection in High-Content ...
National Institutes of Health (NIH) (.gov)
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National Institutes of Health (NIH) (.gov)
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由 G Mata 著作2019被引用 10 次 — The first critical step toward fully automated high-content image analyses in such studies is to detect all neuronal cells and distinguish them from possible ...
(PDF) Automated Neuron Detection in High-Content ...
Academia.edu
https://www.academia.edu › Automate...
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The first critical step toward fully automated high-content image analyses in such studies is to detect all neuronal cells and distinguish them from possible ...
Automated Neuron Detection in High-Content ...
ResearchGate
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2018年9月13日 — The first critical step toward fully automated high-content image analyses in such studies is to detect all neuronal cells and distinguish them ...
Automated Image Analysis for High-Content Screening and ...
ScienceDirect.com
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由 A Shariff 著作2010被引用 174 次 — Recent advances in microscopy image analysis tools that are based on the framework of machine learning have provided approaches that yield high accuracy.
Erik Meijering - Publications with Gadea Mata
ImageScience.Org
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Conference Papers. Automatic Detection of Neurons in High-Content Microscope Images Using Machine Learning Approaches G. Mata, M. Radojević, I. Smal, M ...