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New AI Model Could Aid in the Diagnosis of Rare Diseases

A deep learning algorithm that can teach itself to learn features has been created by researchers from the Mahmood Lab at Brigham and Women’s Hospital, a founding institution of the Mass General Brigham healthcare system. This algorithm can be used to find similar cases in vast pathology image repositories. ....

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AI System Uses Pathology Images to Diagnose Rare Diseases

AI System Uses Pathology Images to Diagnose Rare Diseases
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New AI tool might help in rare disease diagnosis

The AI tool acts like a search engine for pathology images to diagnose and predict treatment for rare diseases. ....

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Self-teaching deep learning algorithm can find similar cases in large pathology image repositories

Rare diseases are often difficult to diagnose and predicting the best course of treatment can be challenging for clinicians. ....

Faisal Mahmood , Emily Henderson , Brigham Department Of Pathology , Mahmood Lab At Brigham , Mahmood Lab , Mass General Brigham , Self Supervised Image , Nature Biomedical , Senior Author , Genomics Industry Focus , Deep Learning ,

Artificial Intelligence Helps Find Similar Cases, Diagnose Rare Diseases

The new machine learning tool acts like a search engine for pathology images and has many potential applications, including identifying rare diseases. ....

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