DigiM I2S Software
I2S, or Image to Simulation, is a cloud based image processing platform designed to manage the complete lifecycle of your image data.
Data Management
I2S uses never need to worry about running out of storage, computer down time, or unable to find who did what on which data. Utilizing a cloud-computing architecture, I2S allows its user to manage massive amount of multi-scale, multi-modality imaging data and its complex analysis workflow using a simple web-browser interface. The users can access their data, analysis workflow, and computational resources at any time, from anywhere, using any device, under security and compliance protocols. Checked out this invited article by digiM CEO, Dr. Shawn Zhang, to again perspectives on the industrial needs and how digiM I2S was designed to address them.
Image Segmentation
Image segmentation is critical to transform greyscale images into material phases that can be later quantified and modeled . With the powerful human in the loop machine learning and deep learning workflows, digiM I2S allows the users to get the most accurate segmentation.
Quantitative Analysis
All features segmented can be further quantified. digiM I2S focus on finishing the final mile of industrial product development by extracting critical quality attributes (CQAs) that can be directly correlated with product formulation and manufacturing conditions upstream, and product performance downstream.
Image-Based Simulations
digiM I2S features a suite of first principle physics-based simulations, allowing a user to predict mass transport such as drug disintegration, dissolution, and release, mechanical properties. Directly computing from voxels, digiM I2S patented technology allows the user to predict various performance properties associated with drug delivery.
Mosaic Image Streaming, Segmentation, and Quantification
Mosaic Image support in digiM I2S enables seamless handling of extremely large, stitched SEM images. These datasets with 10s of billions of pixels often exceed what traditional desktop tools can manage. Through I2S browser interface, streaming visualization, machine learning segmentation, and full quantitative analysis can be handled like any single image. digiM team can assist collecting such mosaic SEM images if necessary.
Security and Compliance
digiM I2S follows industrial security standards for hardware, software, and user management. It is cleared by dozens of corporation IT security protocols, including several hundred security questionnaires. Example security features include MFA, SAML 2.0, and penetration tests. I2S is FDA CFR 21 Part 11 compliant, and supports full audit trial. For highest level security requirement, I2S are locally deployed to client’s servers including the FDA.
digiM I2S AI
Under the governance of digiM AI strategy, digiM I2S employs machine learning, deep learning, and generative adversarial network (GAN) in a clean, responsible, and transparent manner.
digiM I2S in publication
digiM I2S has been employed in scientific publications, patent filings, and drug product regulatory filing and regulatory reviews .
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