For the FreeSurfer outputs, none of the metrics related to ventricular volume (Dice p-value: 0.99; 95% Hausdorff distance p-value: 0.44; AUC p-value: 0.69). Fig. 4 Regression plots for machine learning dice score (a), 95% Hausdorff distance (b), and AUC (c) against testing subject ...
MRI to sCT anatomical agreement for bone and body delineated contours was assessed, with a resulting Dice score of 0.91 ± 0.2 (mean ± 1 SD) and 0.97 ± 0.0 for the male cohort respectively; and 0.96 ± 0.0 and 0.98 ± 0.0 for the female cohort respectively. The mean absolute ...
Performance improved with support class size, vessel diameter, and reduced bifurcations, plateauing to within卤1.34 Dice score at N =51. This study validates UniverSeg for arterial segmentation in interventional fluoroscopic procedures, supporting vascular disease modeling and imaging research.Kovalchick,...
region-wise classification head, and Dice loss71,72for the binary segmentation (calcium vs. no-calcium) head. At test time, we sequentially sample slices from each series, and we sum the region-wise predictions for each slice to obtain the series-level Agatston score. Statistical analysis Stati...
The loss function was a combination of the Dice score and cross-entropy. The stride values for the convolution layers were as follows, based on the preprocessing performed: strides for P1: [2,2,1],[2,2,2],[2,2,2],[2,2,2],[2,2,2][2,2,1],[2,2,2],[2,2,2],[2,2,2]...
Change Score ChangeScore string A value of 0 and 100 that reflects how much the address has changed to make it valid. Suburb Suburb string The validated firm or company name. Block Address BlockAddress string It is the formatted address, as it would appear on a physical mail piece. ...
Colocalization analysis from DICE further supported attribution to CTC1 where the signal colocalized with a CTC1 eQTL in M2 cells (PPH4 = 0.641). In this case, known biology allowed us to confidently attribute the signal to CTC1 because CTC1 functions as part of the CST complex to ...
Table 10. Comparison between the Dice scores for object detection of the main detection network (RCNN-101) and the final results of the specialized networks (RCNN101 + MASK-RCNN50). ObjectDice score (Specialized)Dice score (Main) Hip 0.97± 0.02 0.93 ± 0.2 Femurtroch 0.97± 0.01 0.96 ...
This refers to the stability of the markers assessed by the typing method: a strain's marker score should not change rapidly and should correspond with the strain's position in the epidemiological context. For example, the characteristics tested by a typing method should remain stable for each ...
PCR: Polymerase chain reaction ROC: Receiver operating characteristic SES-CD: Simplified endoscopic score of CD ssGSEA: Single-sample gene set enrichment analysis Th1: T helper cells type 1 TNF: Tumor necrosis factor UST: Ustekinumab UST-CDST: UST Clinical Decision Support Tool ...