Academic Journal
Phase Contrast Time-Lapse Microscopy Datasets with Automated and Manual Cell Tracking Annotations
| العنوان: | Phase Contrast Time-Lapse Microscopy Datasets with Automated and Manual Cell Tracking Annotations |
|---|---|
| المؤلفون: | Ker, Dai Fei Elmer, Yin, Zhaozheng, For full list of authors, see publisher's website. |
| المصدر: | Computer Science Faculty Research & Creative Works |
| بيانات النشر: | Scholars' Mine |
| سنة النشر: | 2018 |
| المجموعة: | Missouri University of Science and Technology (Missouri S&T): Scholars' Mine |
| مصطلحات موضوعية: | Algorithms, Animal, Cell line, Cytology, Mouse, Myoblast, Phase contrast microscopy, Procedures, Time lapse imaging, Cell Tracking, Mice, Microscopy, Phase-Contrast, Myoblasts, Time-Lapse Imaging, Computer Sciences |
| الوصف: | Phase contrast time-lapse microscopy is a non-destructive technique that generates large volumes of image-based information to quantify the behaviour of individual cells or cell populations. To guide the development of algorithms for computer-aided cell tracking and analysis, 48 time-lapse image sequences, each spanning approximately 3.5 days, were generated with accompanying ground truths for C2C12 myoblast cells cultured under 4 different media conditions, including with fibroblast growth factor 2 (FGF2), bone morphogenetic protein 2 (BMP2), FGF2 + BMP2, and control (no growth factor). The ground truths generated contain information for tracking at least 3 parent cells and their descendants within these datasets and were validated using a two-tier system of manual curation. This comprehensive, validated dataset will be useful in advancing the development of computer-aided cell tracking algorithms and function as a benchmark, providing an invaluable opportunity to deepen our understanding of individual and population-based cell dynamics for biomedical research. |
| نوع الوثيقة: | text |
| وصف الملف: | application/pdf |
| اللغة: | unknown |
| Relation: | https://scholarsmine.mst.edu/comsci_facwork/590; https://scholarsmine.mst.edu/cgi/viewcontent.cgi?article=1590&context=comsci_facwork |
| الاتاحة: | https://scholarsmine.mst.edu/comsci_facwork/590 https://scholarsmine.mst.edu/cgi/viewcontent.cgi?article=1590&context=comsci_facwork |
| Rights: | © 2018 The Author(s), All rights reserved. ; http://creativecommons.org/licenses/by/4.0/ |
| رقم الانضمام: | edsbas.FBED5C4F |
| قاعدة البيانات: | BASE |
| الوصف غير متاح. |