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. 2021 Sep 16;28(5):3585–3601. doi: 10.3390/curroncol28050307

Table 6.

Comparison of the true positive and false positive cancerous cell numbers as detected by the different models at three different IOU thresholds.

Model Total TP Cells FP Cells
@0.1 @0.3 @0.5 @0.1 @0.3 @0.5
ATSS [53] 17,850 779 721 633 17,071 17,129 17,217
RetinaNet [39] 28,200 765 698 624 27,435 27,502 27,576
Cascade RCNN [32] 28,102 786 728 651 27,316 27,374 27,451
Double head [54] 10,235 691 638 575 9544 9597 9660
Faster RCNN-FPN [34] 27,814 780 728 661 27,034 27,086 27,153
DGCA-RCNN * 19,426 808 750 681 18,618 18,676 18,745

* The proposed framework of the present study.