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Invicro - Medical Image Analysis Services
Invicro’s medical image analysis team develops robust algorithms and pipelines to solve complex image science problems. Our team of over fifty medical image processing scientists, including more than twenty PhDs, is responsible for extracting scientific quantitative data in support of Invicro’s studies from discovery research through late-phase clinical trials. The medical image analysis team blends cutting edge image science with proven image engineering capabilities to continually create novel algorithms and quantitative image analysis pipelines while also developing those methods into robust, efficient automated tools. Machine learning and deep learning are two powerful tools routinely used to drive these solutions. These methods are coupled with Invicro’s deep scientific domain knowledge to produce unique, custom solutions to a variety of tasks, spanning therapeutic area and modality.
We support a wide-range of quantitative image analysis tasks and the execution of these tasks is considered as a function of the trial phase, subjects and species of interest, imaging modalities, and therapeutic areas. We then utilize or develop the tools needed to support these tasks.
Invicro has also applied machine learning and deep learning methods to projects across various therapeutic areas and imaging modalities, from basic discovery research through late-phase clinical applications. By continuously building upon our team’s broad range of skill sets and experience, new problems may be addressed using pre-existing trained networks through creation of de novo analysis pipelines or via a combination of existing architecture and study-specific feature extraction.
Invicro’s image analysis, medical image analysis, medical image processing and quantitative image analysis workflows are modality agnostic. We specialize in analysis for radiology and pathology applications. Modalities supported by our image analysis workflows include:
Imaging
- PET
- SPECT
- MRI
- CT
- Ultrasound
- Video (e.g. video capsule endoscopy)
- Photography (e.g. skin images)
- Cryofluorescence tomography
- Autoradiography (QWBA, CIQA, MARG)
Pathology
- H&E stains
- Immunohistochemistry
- Immunofluorescence
- Quanticell™ high sensitivity immunohistochemistry
- RNAScope® ISH
- BaseScope™ ISH
- miRNAScope™ ISH