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Building SMILY, a Human-Centric, Similar-Image Search Tool for Pathology. Advances in machine learning (ML) have shown great
Building SMILY, a Human-Centric, Similar-Image Search Tool for Pathology.
Advances in machine learning (ML) have shown great promise for assisting in the work of healthcare professionals, such as aiding the detection of diabetic eye disease and metastatic breast cancer. Though high-performing algorithms are necessary to gain the trust and adoption of clinicians, they are not always sufficient—what information is presented to doctors and how doctors interact with that information can be crucial determinants in the utility that ML technology ultimately has for users.
Posted by Narayan Hegde, Software Engineer, Google Health and Carrie J. Cai, Research Scientist, Google Research.
Source: ai.googleblog.com
ml google information doctors aiding high-performing human-centric carrie
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