De-Identification Services
The de-identification process works on sets of data and images. However, often the complete solution requires several additional steps that occur before and after the de-identification process.
Populating data in lower environments
Extracting data from primary production data stores, de-identifying the data, and loading it into analytical, development, quality assurance databases, or machine learning datasets.
Processing third-party application files in proprietary format
Medical image files are sometimes exported from specialized clinical applications in proprietary formats. In addition to de-identification, this data typically requires transformation to a standard format like DICOM. In this case, data pipeline processing may include some of the following steps:
Downloading data created at clinical locations sometimes in proprietary clinical applications formats
Importing proprietary formatted data into clinical applications followed by exporting data from those applications in a non-proprietary standard format
Applying de-identification and transformation processing
Organizing results in the desired folder structure using specific folder and file naming conventions
Uploading or pushing the results to the desired target locations for analytics, infragistics, and machine learning initiatives
For one of our client’s clinical trials, we received files that were exported from several ophthalmology applications in proprietary format. The data and images represented several modalities like Angiography, Color Fundus, OCT, and OCTA from the following applications:
Heidelberg Spectralis (Heyex)
Carl Zeiss (CIRRUS and PLEX Elite)
Topcon
Optovue
Optos
Info Incognito can build a comprehensive data pipeline in support of your specific needs.
One example of Info Incognito’s custom data pipeline processing is how we work with pharmaceutical companies performing clinical trials. This includes performing specialized data and image processing (at a very large scale) for many modalities. Our experiences with ophthalmology applications include the following:
Heidelberg Spectralis (Heyex)
Carl Zeiss (CIRRUS and PLEX Elite)
Topcon
Optovue
Optos
Proprietary input file import and export processing
HEIDELBERG Spectralis
Info Incognito specializes in Heidelberg de-identification services, including HEYEX de-identification services and DICOM image de-identification services, to meet your regulatory requirements, support clinical trials, and advance healthcare research.
Make the most of your Heidelberg HEYEX data and images
Sharing images and data is important for advancing population health. Our Heidelberg de-identification services allow your data and images to advance life-saving research and clinical trials while keeping the data secure. Info Incognito’s Heidelberg de-identification services include E2E file processing, DICOM image de-identification services, custom data processing services, modality-specific processing (CFP, OCT, OCTA, and angiography , and HEYEX de-identification services.
To discuss your specific data processing needs or to learn more about our HEYEX de-identification services or DICOM image de-identification services, schedule a call today.
CARL ZEISS
Why use Zeiss CIRRUS De-Identification Services?
Info Incognito specializes in Zeiss de-identification services, including Zeiss CIRRUS de-identification services and Zeiss PLEX Elite de-identification services, to meet your regulatory requirements, support clinical trials, and advance healthcare research.
Make the most of your Zeiss Cirrus and ZEISS PLEX Elite data and DICOM images
Sharing images and data is important for advancing population health. Our Zeiss CIRRUS de-identification services allow your data and images to advance life-saving research and clinical trials while keeping the data secure. Info Incognito’s Zeiss CIRRUS de-identification services include import and export processing, including IMG, RAW, and native formats. Folder and file processing, DICOM metadata extract, custom data processing services, modality-specific processing, (OCT, OCTA, Swept-Source OCT Angiography), and Zeiss PLEX Elite de-identification services.
To discuss your specific data processing needs or to learn more about our Zeiss CIRRUS de-identification services or Zeiss PLEX Elite de-identification services, schedule a call today.
TOPCON
Why use Topcon de-identification services?
Info Incognito specializes in Topcon de-identification services to meet your regulatory requirements, support clinical trials, and advance healthcare research.
Make the most of your Topcon data and DICOM images
Sharing images and data is important for advancing population health. Our Topcon de-identification services allow your data and images to advance life-saving research and clinical trials while keeping the data secure. Info Incognito’s Topcon de-identification services include import and export processing as well as folder processing, file processing, DICOM metadata extraction, custom data processing, and modality-specific processing (Color Fundus, Redfree, OCT, OCTA).
To discuss your specific data processing needs or to learn more about our Topcon de-identification services, schedule a call today.