II.
LibraryProcess overview
Reference · livelib-process:biomedical-engineering--medical-image-processing
medical-image-processing overview
Medical Image Processing Algorithm Development - Develop and validate medical image processing algorithms for segmentation, registration, reconstruction, and analysis.
Attributes
displayName
medical-image-processing
description
Medical Image Processing Algorithm Development - Develop and validate medical image processing
algorithms for segmentation, registration, reconstruction, and analysis.
libraryPath
library/specializations/domains/science/biomedical-engineering/medical-image-processing.js
specialization
biomedical-engineering
references
- - ITK Software Guide: https://itk.org/ - FDA Guidance on Clinical Decision Support Software - ACR-AAPM Technical Standards for Medical Imaging
example
const result = await orchestrate('specializations/domains/science/biomedical-engineering/medical-image-processing', {
algorithmName: 'Lung Nodule Segmentation',
imageModality: 'CT',
clinicalApplication: 'Lung cancer screening',
performanceRequirements: { diceCoefficient: '>0.85', sensitivity: '>90%' }
});
usesAgents
- general-purpose
Outgoing edges
lib_applies_to_domain1
- domain:biomedical-engineering·DomainBiomedical Engineering
lib_belongs_to_specialization1
- specialization:biomedical-engineering·SpecializationBiomedical Engineering
lib_implements_workflow2
- workflow:experiment-design·WorkflowExperiment Design
- workflow:peer-review-cycle·WorkflowPeer Review Cycle
lib_involves_role2
- role:biomedical-engineer·RoleBiomedical Engineer
- role:research-engineer·RoleResearch Engineer
lib_requires_skill_area3
- skill-area:data-analysis·SkillAreaData Analysis
- skill-area:sensor-fusion·SkillAreaSensor Fusion
- skill-area:statistical-analysis·SkillAreaStatistical Analysis
Incoming edges
None.