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Codatta
@codatta
In this article, we are tackling the question that many medical experts, families with beloved ones, and health institutes have been asking: Just how can we improve diagnostic accuracy? If you've wondered about the same thing, this article is a must-read. Read full article here: https://codatta.medium.com/revolutionizing-pathology-image-annotation-a-paradigm-shift-to-a-universal-labeling-and-annotation-3f80b75c7b3f 🧵Thread below for a quick summary
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Codatta
@codatta
1/ Revolutionizing Pathology Image Annotation: A Paradigm Shift to a Universal Labeling and Annotation Protocol, written by Dr. Daniel Wei, explains how democratizing pathology image annotation can make a significant difference. PathAI (Pathology Artificial Intelligence) is revolutionizing diagnostics by tackling the global shortage of pathologists and improving diagnostic precision. Innovative startups like Paige.AI are at the forefront of this AI-driven transformation. However, developing effective PathAI systems demands extensive volumes of accurately annotated data.
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Codatta
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2/ Crowdsourcing and blockchain technology present viable solutions to this challenge by distributing the workload of annotation and ensuring data integrity. Despite the availability of public digital pathology datasets, issues with annotation standards and reliability persist. A blockchain-based collaborative platform can address these problems, providing fair compensation and maintaining high-quality control standards.
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Codatta
@codatta
3/ The effort to democratize pathology image annotation is just the beginning. Our ultimate goal is to create a comprehensive and equitable healthcare ecosystem, where technological advancements benefit everyone. This article delves into these topics, offering insights into how these innovations can pave the way for a more accurate and accessible healthcare future.
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