Pipeline Verification

3D Structural Case Studies

Anonymized technical reference architectures proving localized pipeline efficiency across multiple anatomical domains.

Case Study: MSK-01

Orthopedic Spine Discretization

Objective: Isolate discrete bone boundaries across adjacent rigid articular surfaces.

Target Topology: Vertebral Bodies T1-L5 & associated intervertebral disc spaces.

Pipeline Node: On-Premise Edge Compute Node (56GB Combined VRAM) / Air-Gapped Linux Architecture.

> 0.94

Dice Similarity (DSC)

< 48s

Local Processing Latency

Multi-Planar Voxel Overlays (Composite Verification)

Axial Spine AXIAL
Coronal Spine CORONAL
Sagittal Spine SAGITTAL
3D Render Pipeline
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Case Study: NEU-02

Neuro-Oncology Volumetric Modeling

Objective: High-precision, multi-label boundary delineation of nested pathological structures.

Target Topology: Healthy brain parenchyma vs. internal tumor core & peritumoral zones.

Pipeline Node: On-Premise Edge Compute Node (56GB Combined VRAM) / Air-Gapped Linux Architecture.

> 0.91

Dice Similarity (DSC)

< 35s

Local Processing Latency

Multi-Planar Voxel Overlays (Target: Tumor Core)

Axial Core AXIAL
Coronal Core CORONAL
Sagittal Core SAGITTAL
3D Render Pipeline
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Case Study: CVA-03

Cardiovascular Branching Architecture

Objective: Pristine topological division of primary muscular chambers and intersecting vascular roots.

Target Topology: Four-chamber myocardium, Aortic arch, and Pulmonary networks.

Pipeline Node: On-Premise Edge Compute Node (56GB Combined VRAM) / Air-Gapped Linux Architecture.

> 0.93

Dice Similarity (DSC)

< 42s

Local Processing Latency

Multi-Planar Voxel Overlays (Target: Myocardium Boundary)

Axial Heart AXIAL
Coronal Heart CORONAL
Sagittal Heart SAGITTAL
3D Render Pipeline
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Case Study: PUL-04

Thoracic Multi-Scale Pairing

Objective: Simultaneous mapping of coarse soft-tissue volumes alongside high-resolution tubular networks.

Target Topology: Bilateral pulmonary lobes and downstream bronchial airway trees.

Pipeline Node: On-Premise Edge Compute Node (56GB Combined VRAM) / Air-Gapped Linux Architecture.

> 0.90

Dice Similarity (DSC)

< 55s

Local Processing Latency

Multi-Planar Voxel Overlays (Volumetric Composite)

Axial Lung AXIAL
Coronal Lung CORONAL
Sagittal Lung SAGITTAL
3D Render Pipeline
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Case Study: HEP-05

Abdominal Internal Vascular Routing

Objective: Maintain strict boundary integrity of complex vascular networks penetrating dense soft tissue.

Target Topology: Hepatic parenchyma, portal/splenic veins, and adjacent inferior vena cava.

Pipeline Node: On-Premise Edge Compute Node (56GB Combined VRAM) / Air-Gapped Linux Architecture.

> 0.92

Dice Similarity (DSC)

< 38s

Local Processing Latency

Multi-Planar Voxel Overlays (Target: Hepatic Parenchyma)

Axial Liver AXIAL
Coronal Liver CORONAL
Sagittal Liver SAGITTAL
3D Render Pipeline
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