AI programme spots Alzheimer’s years before confirmed diagnosis

&Tab;&Tab;<div class&equals;"wpcnt">&NewLine;&Tab;&Tab;&Tab;<div class&equals;"wpa">&NewLine;&Tab;&Tab;&Tab;&Tab;<span class&equals;"wpa-about">Advertisements<&sol;span>&NewLine;&Tab;&Tab;&Tab;&Tab;<div class&equals;"u top&lowbar;amp">&NewLine;&Tab;&Tab;&Tab;&Tab;&Tab;&Tab;&Tab;<amp-ad width&equals;"300" height&equals;"265"&NewLine;&Tab;&Tab; type&equals;"pubmine"&NewLine;&Tab;&Tab; data-siteid&equals;"111265417"&NewLine;&Tab;&Tab; data-section&equals;"2">&NewLine;&Tab;&Tab;<&sol;amp-ad>&NewLine;&Tab;&Tab;&Tab;&Tab;<&sol;div>&NewLine;&Tab;&Tab;&Tab;<&sol;div>&NewLine;&Tab;&Tab;<&sol;div><p>Artificial intelligence &lpar;AI&rpar; can be used to spot early signs of Alzheimer’s disease years before a patient would normally be diagnosed&comma; research has shown&period;<&sol;p>&NewLine;<p>Scientists conducting a small pilot study trained a self-learning computer program to recognize tell-tale features in brain scans too subtle for humans to see&period;<&sol;p>&NewLine;<p>The system was able to detect the beginnings of Alzheimer’s in 40 patients an average of more than six years before they were formerly diagnosed&period;<&sol;p>&NewLine;<p>British AI expert Professor Noel Sharkey&comma; from the University of Sheffield&comma; said of the US findings&colon; <em>&OpenCurlyDoubleQuote;This is exactly the sort of task that deep learning is cut out for – finding high level patterns in data&period;<&sol;em><&sol;p>&NewLine;<p><em>&OpenCurlyDoubleQuote;Although the sample sizes and test sets were relatively small&comma; the result are so promising that a much larger study would be worthwhile&period;”<&sol;em><&sol;p>&NewLine;<p>The American researchers trained the &OpenCurlyDoubleQuote;deep learning algorithm” using more than 2&comma;100 PET &lpar;positron emission tomography&rpar; scans from 1&comma;002 patients&period;<&sol;p>&NewLine;<p>PET scans measure metabolic activity in the brain by tracking the uptake of a radioactive glucose compound injected into the blood&period;<&sol;p>&NewLine;<p>Research has linked the development of Alzheimer’s to changes in metabolism in certain brain regions&comma; but these can be difficult to spot&period;<&sol;p>&NewLine;<p>&OpenCurlyDoubleQuote;Deep learning” AI involves a computer programme acquiring knowledge by example&comma; in much the same way as humans do&period;<&sol;p>&NewLine;<p>Through deep learning&comma; the Alzheimer’s algorithm was able to teach itself to recognise metabolic patterns in brain scans that indicated disease&period;<&sol;p>&NewLine;<p>As a final test&comma; the algorithm was given a set of 40 scans from 40 patients it had never studied before&period;<&sol;p>&NewLine;<p>It proved to be 100&percnt; accurate at detecting Alzheimer’s disease an average of more than six years prior to a patient’s final diagnosis&period;<&sol;p>&NewLine;<p>Early detection of Alzheimer’s could open the door to new ways of slowing down or even halting progression of the disease&period;<&sol;p>&NewLine;<p>The research is published in the latest issue of the journal Radiology&period;<&sol;p>&NewLine;<p>Dr Carol Routledge&comma; from the charity Alzheimer’s Research UK&comma; said&colon; <em>&OpenCurlyDoubleQuote;The diseases that cause dementia begin in the brain up to 20 years before any symptoms start to show&comma; presenting a vital window of opportunity for us to intervene before widespread damage occurs&period;<&sol;em><&sol;p>&NewLine;<p><em>&OpenCurlyDoubleQuote;This study highlights the potential of machine learning to assist with the early detection of diseases like Alzheimer’s&comma; but the findings will need to be confirmed in much larger groups of people before we can properly assess the power of this approach&period;”<&sol;em><&sol;p>&NewLine;&Tab;&Tab;&Tab;<div style&equals;"padding-bottom&colon;15px&semi;" class&equals;"wordads-tag" data-slot-type&equals;"belowpost">&NewLine;&Tab;&Tab;&Tab;&Tab;<div id&equals;"atatags-dynamic-belowpost-68e5ec1b6ff73">&NewLine;&Tab;&Tab;&Tab;&Tab;&Tab;<script type&equals;"text&sol;javascript">&NewLine;&Tab;&Tab;&Tab;&Tab;&Tab;&Tab;window&period;getAdSnippetCallback &equals; function &lpar;&rpar; &lbrace;&NewLine;&Tab;&Tab;&Tab;&Tab;&Tab;&Tab;&Tab;if &lpar; false &equals;&equals;&equals; &lpar; window&period;isWatlV1 &quest;&quest; false &rpar; &rpar; 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