Page 12 - eBook_Proceedings of the International Conference on Digital Manufacturing V2

Figure 15: CAD Model of the Beam with
Lattice Structure 32
Figure 16: Equivalent (von Mises) Stress Distribution in a
Beam with Gyroid Infill Structure
under TPBT 33
Figure 17: Simulated Stress Distributions for different
Lattice Beams under Three-Point
Bending Test 33
Figure 18: Comparison of equivalent strain versus
displacement for beams featuring various
infill geometries 36
Figure 19: Stress-to-mass ratio versus displacement
curves obtained from three-point bending tests
on various lattice structures 36
Figure 20: Cervical cancer tissue cell example 45
Figure 21: Cervical cancer diagnosis: from traditional
sampling to AI analysis 48
Figure 22: Swin Transformer architecture for cervical
cancer classification 51
Figure 23: Schematic of a Swin transformer block, (b)
Architecture of a standard transformer block 52
Figure 24: Confusion matrix showing model predictions
across foreground cervical cell classes 56
Figure 25: Recall scores for each foreground cervical
cell classes 56
Figure 26: Pixel accuracy for each foreground cervical
cell classes 57
Figure 27: Qualitative segmentation results on Pap smear
images. Left: original images; Right:
corresponding model-generated segmentation
masks showing color-coded cervical
cell classes 60
Figure 28: Timeline of Key Developments in SSMP 69
Figure 29: Schematic overview of the principal methods
used in SSMP 70

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