Gyros Protein Technologies develops instruments for automated immunoassays. Fluorescent antibodies are added to samples and excited with a laser. This results in a 16-bit image where the intensity is correlated to concentration of bound antibody. Artefacts may appear on the images due to dust, fibers or other problems, which affect the quantification. This project seeks to automatically detect such artifacts by classifying the images as good or bad using Deep Convolutional Neural Networks (DCNNs). To augment the dataset a simulation approach is used and a simulation program is developed that generates images based on developed simulation models. Several classification models are tested as well as different techniques used for training. The ...
The colourimetric analysis has been used in diversified fields for years. This paper provides a uniq...
A solution to the Kaggle competition: Human Protein Atlas Image Classification. Using microscopic im...
This paper addresses the problem of quantifying biomarkers in multi-stained tissues based on the col...
Gyros Protein Technologies develops instruments for automated immunoassays. Fluorescent antibodies a...
The search for anti-nucleus antibodies (ANA) represents a fundamental step in the diagnosis of autoi...
Number of confocal images obtained for each protein (with the given nanobarcode) as well as number o...
(A) The prediction accuracy matrix of trained deep networks, estimated over all the images in the da...
Abstract—Indirect Immuno Fluorescence (IIF) detection analysis technique is in limelight because of ...
Advancement in technology within the last decade has led to the rapid development in the field of bi...
Indirect ImmunoFluorescence (IIF) assays are recommended as the gold standard method for detection o...
The Anti-Nuclear Antibodies (ANAs) testing is the primary serological diagnosis screening test for a...
Indirect ImmunoFluorescence (IIF) assays are recommended as the gold standard method for detection o...
Gene expression is manifested through the synthesis of proteins within the cell. The Cell Atlas, wit...
Abstract Background Proteins are of extremely vital importance in the human body, and no movement or...
International audienceA multitude of efforts worldwide aim to create a single cell reference map of ...
The colourimetric analysis has been used in diversified fields for years. This paper provides a uniq...
A solution to the Kaggle competition: Human Protein Atlas Image Classification. Using microscopic im...
This paper addresses the problem of quantifying biomarkers in multi-stained tissues based on the col...
Gyros Protein Technologies develops instruments for automated immunoassays. Fluorescent antibodies a...
The search for anti-nucleus antibodies (ANA) represents a fundamental step in the diagnosis of autoi...
Number of confocal images obtained for each protein (with the given nanobarcode) as well as number o...
(A) The prediction accuracy matrix of trained deep networks, estimated over all the images in the da...
Abstract—Indirect Immuno Fluorescence (IIF) detection analysis technique is in limelight because of ...
Advancement in technology within the last decade has led to the rapid development in the field of bi...
Indirect ImmunoFluorescence (IIF) assays are recommended as the gold standard method for detection o...
The Anti-Nuclear Antibodies (ANAs) testing is the primary serological diagnosis screening test for a...
Indirect ImmunoFluorescence (IIF) assays are recommended as the gold standard method for detection o...
Gene expression is manifested through the synthesis of proteins within the cell. The Cell Atlas, wit...
Abstract Background Proteins are of extremely vital importance in the human body, and no movement or...
International audienceA multitude of efforts worldwide aim to create a single cell reference map of ...
The colourimetric analysis has been used in diversified fields for years. This paper provides a uniq...
A solution to the Kaggle competition: Human Protein Atlas Image Classification. Using microscopic im...
This paper addresses the problem of quantifying biomarkers in multi-stained tissues based on the col...