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Explain yourself, machine. Producing simple text descriptions for AI interpretability
We describe a feature, give a location, and then synthesise a conclusion. For example: There is an irregular mass with microcalcification in the upper outer quadrant of the breast. Findings are consistent with malignancy. You don’t need to understand the words I used here, but the point is that the features (irregular mass, microcalcification) are consistent with the diagnosis (breast cancer, malignancy). A doctor reading this report already sees internal consistency, and that reassures them that the report isn’t wrong. An common example of a wrong report could be: Irregular mass or microcalcification. No ...
Source: The Health Care Blog - December 12, 2019 Category: Consumer Health News Authors: Christina Liu Tags: Artificial Intelligence Health Tech AI Luke Oakden-Rayner machine learning Radiology Source Type: blogs

The Doctor Who Thwarted the Charge of the General Medical Council – Part 1
By  SAURABH JHA After Dr. Hadiza Bawa-Garba was convicted for manslaughter for delayed diagnosis of fatal sepsis in Jack Adcock, a six-year-old boy who presented to Leicester Royal Infirmary with diarrhea and vomiting, she was referred to the Medical Practitioners Tribunal (MPT). The General Medical Council (GMC) is the professional regulatory body for physicians. But the MPT determines whether a physician is fit to practice. Though the tribunal is nested within the GMC and therefore within an earshot of its opinions, it is a decision-making body which is theoretically independent of the GMC. The tribunal met in 2017, 6 ...
Source: The Health Care Blog - August 5, 2018 Category: Consumer Health News Authors: at RogueRad Tags: NHS #BawaGarba @roguerad Source Type: blogs