雖然這篇LIVECell dataset鄉民發文沒有被收入到精華區：在LIVECell dataset這個話題中，我們另外找到其它相關的精選爆讚文章
[爆卦]LIVECell dataset是什麼？優點缺點精華區懶人包
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#1LIVECell dataset
The LIVECell-dataset and trained models is stored in an Amazon Web Services (AWS) S3-bucket. It is easiest to download the dataset if you have an AWS IAM-user ...
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#2LIVECell—A large-scale dataset for label-free live cell ...
Although LIVECell is a highly comprehensive dataset for cell segmentation, it does not fully cover all aspects of biology and imaging. Due to ...
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#3LIVECell Dataset
The LIVECell (Label-free In Vitro image Examples of Cells) dataset is a large-scale microscopic image dataset for instance-segmentation of individual cells ...
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#4LIVECell-A large-scale dataset for label-free live cell ...
Here, we present LIVECell, a large, high-quality, manually annotated and expert-validated dataset of phase-contrast images, consisting of over 1.6 million cells ...
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#5Article: LIVECell — A Large-Scale Dataset for Label-Free ...
Learn more about LIVECell - a large, high-quality, manually annotated and expert-validated dataset of phase-contrast images consisting of more than 1.6 ...
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#6Brain Cell Segmentation and Detection from the LIVECell ...
LIVECell dataset is a huge, high-quality, hand-annotated, skillfully constructed dataset including 1,686,352 individual cells in a variety of ...
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#7Sartorius Unveils LIVECell, a Deep-Learning Dataset for ...
The open-source dataset includes 5000 label-free phase contrast microscopy images consisting of more than 1.6 million cells of eight cell types ...
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#8(PDF) LIVECell—A large-scale dataset for label-free live ...
The LIVECell dataset is among the largest and most comprehensive datasets in cell biology research, comprising more than 1.6 million cells in ...
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#9LIVECell—A large-scale dataset for label-free live cell ...
Here, we present LIVECell, a large, high-quality, manually annotated and expert-validated dataset of phase-contrast images, consisting of over 1.6 million cells ...
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#10LiveCell shsy5y COCO Dataset
I've created a COCO dataset from the provided LiveCell shsy5y data that can be easily explored with pycocotools and loaded into detectron2. In [1]:.
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#11depicts the segmentation and detection of items for ...
Download scientific diagram | depicts the segmentation and detection of items for the LIVECell dataset after training with the EfficientDet model. Fig.
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#12LIVECell for AI-assisted cell segmentation
introduces LIVECell: a large, high-quality, manually annotated and expert-validated dataset of 1.6 million phase-contrast cell images taken by ...
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#13Sartorius Open-Source 'LIVECell', A Deep Learning ...
Sartorius Open-Sources 'LIVECell', A Deep Learning Dataset For Label-Free Live Cell Segmentation.
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#14LIVECell—A large-scale dataset for label-free live cell ...
A large, high-quality, manually annotated and expert-validated dataset of phase-contrast images, consisting of over 1.6 million cells from a ...
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#15Nature Methods
The LIVECell dataset comprises annotated phase-contrast images of over 1.6 million cells from different cell lines during growth from sparse ...
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#16LIVECell (Label-free In Vitro image Examples of Cells)
OPENDATALAB.COM-有影响力的数据开源开放平台,数据集免费下载,dataset,OpenLane,MovieNet,ADE20K2016,ADE20K2021,DOTA-V2.0.
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#17LIVECell—A large-scale dataset for label-free live cell ...
I am excited and grateful to be able to share our paper "LIVECell - a large-scale dataset for label-free live cell segmentation" published in Nature Methods ...
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#18Livecell Segmentation
ods trained on the LiveCELL dataset (1) applied to data from QuCellAI, including failure cases. To provide more reliable cell segmentation we aim to develop ...
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#19Sartorius Unveils LIVECell, a Deep-Learning Dataset ...
Sartorius Unveils LIVECell, a Deep-Learning Dataset for Label-Free, Quantitative Cell Segmentation · Fundamentals of Flow Cytometry.
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#20Instance Segmentation of Single Cells Using a Transformer ...
Experiments show that our model out- performs several state-of-the-art models on the LIVECell dataset and an in-house dataset. The code and dataset of this work ...
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#21Point-supervised Single-cell Segmentation via ...
We conducted experiments on LIVECell [1] and A431 [45] datasets. The LIVECell dataset is a large-scale microscopy image dataset aimed at testing ...
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#22Efficient End-to-end Learning for Cell Segmentation with ...
LACSS model accuracy trained with LIVECell dataset. Models were trained either under full-supervision using the original single-cell annotation ...
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#23Sliding Window and Pseudo-labeling techniques for Cellular ...
We also use the external LIVECell dataset [1]. Our pre-trained models are Cascade Mask RCNN Resnest200 and Cellpose, pre-trained on the. LIVECell dataset ...
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#24VSM: A Versatile Semi-supervised Model for Multi-modal ...
Livecell —a large-scale dataset for label-free live cell segmentation. Nature methods, 18(9):1038–1045, 2021. [35] Kaggle. Sartorius - cell instance ...
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#25Protocol for live cell image segmentation to profile cellular ...
MARS-Net was developed to leverage the datasets from multiple types of microscopy images for the most accurate segmentation results. The ...
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#26PACE: Point Annotation-Based Cell Segmentation for ...
In the microscopic image analysis domain, the LIVECell dataset [4] is among the largest and most comprehensive datasets in cell biology research ...
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#27Optimization of Mesmer, A Deep Learning Model for ...
Outstanding among these datasets is the. LIVECell [1] – a large, high-quality, manually annotated and expert-validated dataset of phase-contrast images with.
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#28Training Detectron2 - NUS Information Technology
We will be using the LIVECell dataset to train a cell segmentation model. The LIVECell dataset is available at the following link. The folder structure for ...
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#29List of Data Sets
Because of this, LIVECell phase-contrast images are characterized by less ... The dataset contains ground truth annotation for the segmentation of the nuclei.
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#30Cell Instance Segmentation Using Mask R-CNN
test: test images in PNG format. train_semi_supervised: unlabeled images. LIVECell_dataset_2021: A mirror of the data from the LIVECell dataset. Data Explorer.
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#31Live-cell imaging of cell-to-cell variability in caspase-8 ...
HMS Dataset ID: 20232. Dataset Title: Live-cell imaging of cell-to-cell variability in caspase-8 FRET reporter activity and cell fate trajectory modeling.
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#32Segmentation, tracking and cell cycle analysis of live-cell ...
... live cell imaging data without ... Cell-ACDC: segmentation, tracking, annotation and quantification of microscopy imaging data (dataset); 2022.
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#33Panoptic segmentation of microscopic images of neuronal cell ...
Literature. Edlund, C., Jackson, T.R., Khalid, N. et al. LIVECell—A large-scale dataset for label-free live cell segmentation. Nat Methods (2021). https ...
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#34livecell-tracker
... dataset. The majority of our analysis methods/notebooks are in https://github.com/xing-lab-pitt/xing-vimentin-dic-pipeline maintained by ...
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#35PACE: Point Annotation-Based Cell Segmentation for ...
In the microscopic image analysis domain, the LIVECell dataset [4] is amongthe largest and most comprehensive datasets in cell biology research.
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#36LIVECell—A large-scale dataset for label-free live cell ...
Light microscopy combined with well-established protocols of two-dimensional cell culture facilitates high-throughput quantitative imaging ...
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#37Topology Data Analysis Guided Prompt Optimization of ...
samples of the LIVECell dataset1. We show that the pro- posed method not only ... Livecell—a large-scale dataset for label-free live cell seg-.
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#38Models — cellpose 2.2.2-17-gbe14e5f documentation
LiveCell models . The 'livecell' model was trained on all training images from the livecell dataset. These images only have a cytoplasm channel. The other ...
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#39Challenges – NAVISCOPE
... NAVISCOPE : image-guided Navigation and VIsualization of large data sets in live cell imaging and microSCOPy · English · Français.
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#40Reproducing cyto model results: choice of optimizer and ...
Our images looks kind of similar to those present in the recently published LIVECell dataset. I tried to use the trained LIVECell models, but ...
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#41[R] LIVECell - A large-scale dataset for label-free live cell ...
So, we need high-performing instance segmentation-models and datasets to train them to help researchers use microscopy to find new medicines in ...
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#42Super-Resolution Algorithms Improve Live-Cell Imaging
... datasets for the A-net deep learning network. Due to the rarity and specificity of biological images, the researchers had to develop the dataset ...
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#43CTMC-v1
We introduce a human-annotated live-cell imaging dataset for cell tracking, that is larger and more diverse than prior cell tracking datasets. The dataset ...
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#44Nabeel Khalid
LIVECell —A large-scale dataset for label-free live cell segmentation. C Edlund, TR Jackson, N Khalid, N Bevan, T Dale, A Dengel, S Ahmed, ... Nature methods ...
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#45Live-cell mapping of organelle-associated RNAs via ...
Moreover, by applying APEX-RIP to multiple mammalian organelles, we have generated high quality datasets of compartmentalized RNAs that should ...
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#46Live Cell Analysis and Mathematical Modeling Identify ...
... data set shown in Fig 6C using a fixed initial viral load along with separately determined values for virus and IFN degradation rates. Abbreviations ...
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#47Live-cell imaging and analysis reveal cell phenotypic ...
By performing principal components analysis (PCA) on the dataset of a collection of single-cell trajectories, one constructs a complete orthonormal basis ...
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#48Deep-learning for Improved Cell Imaging
... LIVECell, a new resource captured on the live-cell imaging platform ... To assess this issue, we assembled a new dataset targeting neuronal cell ...
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#49Official External Datasets and Pretrained Models Thread (31 ...
By: namnguyen61031 on Aug. 30, 2022, 2 p.m.. LiveCell pretrained: https://github.com/sartorius-research/LIVECell/tree/main/model.
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#50An artificial intelligent platform for live cell identification and ...
To explore the effect of cell density on the performance of the model, we partitioned the dataset using a fixed cell density threshold. We then, chose the same ...
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#51Live Cell Imaging of Oxidative Stress in Human Airway ...
Data corresponding to figures contained in manuscript. This dataset is associated with the following publication: Masood, S., E. Pennington, S. Simmons, ...
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#52dataset of images and morphological profiles of 30 000 small ...
Live cell staining was first performed to stain the mitochondria. After incubation, the cells were fixed with formaldehyde, permeabilized with Triton X-100 ...
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#53一个用于无标签活细胞分割的深度学习数据集 - 腾讯云- Tencent
在LIVECell 数据集发布之前，研究人员可以访问一个可供研究人员使用的无 ... dataset-for-label-free-quantitative-cell-segmentation-353972. 本文参与 ...
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#54High-fidelity 3D live-cell nanoscopy through data-driven ...
a) RSP and FRC resolution maps as functions of Radius (R) and Sensitivity (S) reconstruction parameters for a live-cell TIRF imaging dataset ...
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#55automated quantification of morphodynamics for high- ...
LIVE CELL TIME-LAPSE DATASETS. Germán González1, Ludovico Fusco2, Fethallah Benmansour3, Pascal Fua3, Olivier Pertz2, Kevin Smith4. 1 Research Laboratory of ...
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#56eDetect: A Fast Error Detection and Correction Tool for Live ...
To illustrate this feature, we applied eDetect to analyze a live cell imaging dataset (HaCaT-FUCCI) from hu-.
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#57High-resolution Fourier light-field microscopy for volumetric ...
High-resolution Fourier light-field microscopy for volumetric multi-color live-cell imaging ... The data sets generated and analyzed in this ...
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#58Continuous Live-Cell Culture Imaging and Single ...
... live-cell ... The cell registration results were evaluated by randomly checking parts of the dataset through hand counting, suggesting a deviation ...
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#59a versatile tool for optimal feature selection in live-cell imaging ...
More specifically, we acquire phase contrast TL microscopy static images of BT-474 breast cancer cells from the recently published public dataset LIVECELL13, ...
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#60Multi-StyleGAN: Towards Image-Based Simulation of Time ...
... dataset recorded in our laboratory. The simulation captures ... Multi-StyleGAN: Towards Image-Based Simulation of Time-Lapse Live-Cell Microscopy.
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#61Dynamic organization of chromatin domains revealed by ...
Related Identifiers*. This dataset is supplement to. 10.1016/j.molcel ... live-cell imaging”, Mendeley Data, V1, doi: 10.17632/wr6zsbmshp.1.
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#62Self-supervised machine learning for live cell imagery ...
... LIVECell—A large-scale dataset for label-free live cell segmentation. Edlund C., Jackson T.R., Khalid N., Bevan N., Dale T., Dengel A., Ahmed ...
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#63Sales Supporting Material (internal)
Data sets. Datasets for CX 96focus. LIVE Cell Death Assay. Public marketing material. Flyer · Application note · Technical note · User guide · Launch event ...
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#64Artificial Intelligence - Georg-August-Universität Göttingen
Artificial Intelligence. Quantitative analysis of live-cell imaging data is challenging due to large temporal and spatial datasets as well as diverse ...
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#65Optimizing live-cell fluorescence imaging conditions to ...
Optimizing live-cell fluorescence imaging conditions to minimize phototoxicity ... (D) Average assembly and disassembly rates for each data set depicted in C ...
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#66Datasets - Bio-AI Lab
Live-cell datasets. f1.png. Live cell dataset related to CVPR 2020 paper-. https://nanoscalemotion.github.io/dataset.html. For more details - CVPR 2020 paper ...
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#67The Van Valen Lab - Publications
We used the resulting dataset to ... In this work, we solve the segmentation and linkage problems by creating a large annotated dataset for live-cell imaging.
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#68Medical Imaging with Azure Machine Learning
LIVECell — A large-scale dataset for label-free live cell segmentation. Nat Methods 18, 1038–1045 (2021). https://doi.org/10.1038/s41592–021– ...
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#69Deep learning dataset will provide label free segmentation ...
... Science company has open-sourced a deep-learning dataset named 'LIVECell' for label-free quantifiable compartmentalization of live cell images.
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#70Machine Learning Implementation in Live-Cell Tracking
Machine Learning Implementation in Live-Cell Tracking. EasyChair ... dataset, epitopes. Links: https://easychair.org/publications/preprint ...
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#71Dataset of live-cell movies of single PolC-PAmCherry ...
Title: Dataset of live-cell movies of single PolC-PAmCherry molecules in Bacillus subtilis cells with high and low fluorescent backgrounds. Open ...
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#72iSBatch: a batch-processing platform for data analysis and ...
... data sets contain information on a wide spectr 10th Anniversary ... live-cell single-molecule microscopy images and other hierarchical datasets.
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#73Quantitative Live-Cell Imaging of Rab11A and Viral RNA ...
Quantitative Live-Cell Imaging of Rab11A and Viral RNA Reveals Differential ... I confirm there is no human identifiable information in this dataset.
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#74Exporting your data with Live Cell Imaging Software STEVE ...
This tutorial video explains how to use the export feature in STEVE. www.nanolive.ch.
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#75Expasy: SIB Swiss Institute of Bioinformatics
Operated by the SIB Swiss Institute of Bioinformatics, Expasy, the Swiss Bioinformatics Resource Portal, provides access to scientific databases and ...
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#76King's Research Portal
In the most challenging data sets for super-resolution, such as those obtained in low-illumination live-cell imaging with GFP, we show that SRRF ...
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#77Live Cell Imaging
Live cell imaging is the study of cellular structure and function in living cells via microscopy. It is a fundamental research tool in cell biology labs and ...
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#78Neighbor-specific gene expression revealed from ...
... Dataset S01 (XLSX). Download; 20.66 KB. Dataset S02 (XLSX). Download; 15.34 KB. Dataset S03 (XLSX). Download; 10.77 KB. Dataset S04 (XLSX). Download; 9.94 KB.
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#79林奇宏校長
(2006) Enhanced live cell membrane imaging using surface plasmon-enhanced total internal reflection fluorescence microscopy. Optics Express. 2006 Oct; 14(20) ...
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#80How a real 5G Quantum AI use case could disrupt antenna ...
... live cell. The offline ... Finally, we scale-up the experiments with training on higher number of data points and testing on an unseen dataset.
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#81Search | Aging
Using the cancer gene expression dataset from The Cancer Genome Atlas (TCGA) program, we scored stromal and immune cells for tumor purity prediction by ...
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#82無題
... data sets cover ~10% to ~20% of the predicted yeast binary interactome ... We use genetics, biochemistry and live-cell imaging. We developed a method to ...
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#83Computer Vision Datasets
Download free, open source datasets for computer vision machine learning models in a variety of formats.
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#84Artificial Neural Networks and Machine Learning – ICANN ...
... LIVECell [4] dataset has been chosen for this study due to its size and quality. The LIVECell dataset is among the largest and most comprehensive datasets ...
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#85Medical Image Understanding and Analysis: 26th Annual ...
... LIVECell dataset [3] is the largest dataset of its kind to date. LIVECell is composed of more than 1.6 million cells. On average it contains more than 313 ...
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#86Ocr Biology June 2013 (2023)
LepTraits 1.0 A globally comprehensive dataset of butterfly traits ... - ... Multi-color live-cell STED nanoscopy of mitochondria with a gentle ..
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#87Proceedings of Eighth International Congress on Information ...
... dataset provided. These common but interesting techniques helped us to ... LIVECell dataset, annotated man- ually by professionals and validated by medical ...
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#88Live cell imaging: Cell and developmental research bridging ...
... data set of a cleared adult zebrafish brain imaged at relatively low resolution resulting in a dataset typically tens of gigabytes (GBs). The purpose of ...
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#89Label-free Live Cell Imaging: Diving into the immune system
In this video we see the T-Cell activation totally marker-free. Pre-stimulated antigen presenting cells (APCs*: dendritic cells and ...
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#90Counting cells using a hemocytometer
Live cell count: 2,337,500 cells/mL; Dead cell count: 50,000 cells/mL; 2,337,500 + 50,000 = 2,387,500 cells; 2,337,500 ÷2,387,500 = 97.9% viability.
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