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Overview of manual and automatic MCTS analysis. (A) Manual approach for spheroid identification and measurement. (B) An automated approach for spheroid detection and measurement using YOLOv2. Validation metrics include precision, recall, F1 score, IoU, and volume estimation accuracy.
