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Random Forests Pixel-wise Classification for Detection and Segmentation of Cells in the Images from Holographic Microscope
and cell morphology study. In dense cell cultures precise single-cell segmentation. This work introduces a novel method for robust single cell segmentation of images from forests for both backgro...
Robotics and automatic control
- 2017 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
Cell Segmentator
Software enables to segment an unlabelled live cell from a bright-field optical transmission microscopic z-stack. Segmentation is based on calculation of subtractive images, where zero pixels of the subtractive image serves...
IN - Informatika
- 2015 •
- R •
- Link
Rok uplatnění
R - Software
Výsledek na webu
Cell segmentation in biomedical image using genetic algorithms
The paper deals with cell segmentation problem in biomedical 2D and 3D image as a specific and difficult task. It shows a method of converting the segmentation task to an optimalization task, using apriori information about...
IN - Informatika
- 2005 •
- D
Rok uplatnění
D - Stať ve sborníku
White Blood Cell Segmentation Using Fully Convolutional Neural Networks
a novel approach to white blood cell segmentation. On two different white blood cell and cytoplasm segmentation. Compared to ground truth, our segmentations are almost identical, with smoother borders. Wh...
Medical engineering
- 2018 •
- Jost
Rok uplatnění
Jost - Ostatní články v recenzovaných periodicích
Automated Cell Segmentation in Phase-Contrast Images based on Classification and Region Growing
Cell segmentation in phase-contrast microscopy images remains a challenging artifacts. In this paper, we present an approach to the automatic segmentation of tightly packed cells in phase-contrast images. We combin...
JD - Využití počítačů, robotika a její aplikace
- 2015 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
Segmentation of Individual Cells in Phase Contrast Microscopy Images
of the halos that are present around the cells. We introduce a new algorithm able to segment individual cells by using the halos. The halos between cells are detected cells? edges. The source code and tes...
JD - Využití počítačů, robotika a její aplikace
- 2014 •
- D
Rok uplatnění
D - Stať ve sborníku
Expertomica Viopin
). Applicationperforms noise filtration, cells to background segmentation, and nuclei to cells segmentation. Ratio of the cells to nuclei is computed individually for each image, as wellThe software was de...
EE - Mikrobiologie, virologie
- 2012 •
- R •
- Link
Rok uplatnění
R - Software
Výsledek na webu
Segmentation of Time-Lapse Images with Focus on Microscopic Images of Cells
We presented a novel method for segmentation of time-lapse images with focus on microscopic images of cells...
JD - Využití počítačů, robotika a její aplikace
- 2013 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
2pClPr: A Two-Phase Clump Profiler for Segmentation of Cancer Cells in Fluorescence Microscopic Images
Cancer cell segmentation is challenging since they grow in tightly packed) for the segmentation of cancer cells in fluorescence microscopy images. In the first phase, we proposed a deep learning (DL) network, Multi...
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2023 •
- Jimp •
- Link
Rok uplatnění
Jimp - Článek v periodiku v databázi Web of Science
Výsledek na webu
Anti -TNFa Therapy Modulates the Phenotype of Peripheral Blood CD4+ T Cells in Patiens with Posterior Segment Intraocular Inflammation
Intraocular inflammation, posterior segment...
FF - ORL, oftalmologie, stomatologie
- 2004 •
- Jx
Rok uplatnění
Jx - Nezařazeno - Článek v odborném periodiku (Jimp, Jsc a Jost)
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