Automated Zebrafish Spine Scoring System Based on Instance Segmentation

In studying new medicines for osteoporosis, researchers use zebrafish as animal subjects to test drugs and observe the growth situation of their vertebrae in the spine to confirm the efficacy of new medicines. However, the current method for evaluating efficacy is time-consuming and labor-intensive,...

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Veröffentlicht in:	IEEE access Jg. 13; S. 18814 - 18826
Hauptverfasser:	Chen, Wen-Hsin, Kuo, Tien-Ying, Wei, Yu-Jen, Ho, Cheng-Jung, Lin, Ming-der, Chen, Huan, Lin, Wen-Ying
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Piscataway IEEE 2025 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Schlagworte:	Accuracy Algorithms Artificial neural networks Classification algorithms Computer architecture Deep learning Effectiveness Feature extraction image analysis Image segmentation Instance segmentation Machine learning Micromechanical devices Object recognition object segmentation Osteoporosis Prediction algorithms Proposals Spine Vertebrae Zebrafish
ISSN:	2169-3536, 2169-3536
Online-Zugang:	Volltext
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