Ensemble Deep Learning Object Detection Fusion for Cell Tracking, Mitosis, and Lineage

Ensemble Deep Learning Object Detection Fusion for Cell Tracking, Mitosis, and Lineage

Cell tracking and motility analysis are essential for understanding multicellular processes, automated quantification in biomedical experiments, and medical diagnosis and treatment. However, manual tracking is labor-intensive, tedious, and prone to selection bias and errors. Building upon our previo...

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Podrobná bibliografie
Hlavní autoři: Imad Eddine Toubal, Noor Al-Shakarji, D. D. W. Cornelison, Kannappan Palaniappan
Médium: Článek
Jazyk:English
Vydáno: IEEE 2024-01-01
Edice:IEEE Open Journal of Engineering in Medicine and Biology
Témata:
Cell tracking
deep learning
detection
ensemble
multiobject tracking
deformable object tracking
On-line přístup:https://ieeexplore.ieee.org/document/10159213/

Internet

https://ieeexplore.ieee.org/document/10159213/

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