What are vision‑language models and why do they matter for radiology? Vision‑language models (VLMs) are emerging as the connective tissue in radiology workflows: combining imaging data, textual reports, prior studies,...
What is De-Identification in Medical Images? Healthcare organizations generate and manage enormous amounts of sensitive patient information from hospital records and clinical notes to high-resolution medical images that capture intimate...
Radiology is central to modern healthcare, yet its rapid growth in imaging volume has strained clinical workflows and introduced variability in diagnostic interpretation. Recent advancements in artificial intelligence, particularly in...
De-Identifying Whole Slide Images (WSI) on AWS SageMaker: Complete Deployment Walkthrough — Part 3 Protected health information (PHI) is often embedded in SVS files used by healthcare professionals. As explained...
Automated De-identification of SVS and DICOM Whole Slide Images Using Visual NLP As discussed in Part 1, Whole Slide Images (WSI) in formats like SVS and DICOM often contain Protected...
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