Researchers have used everyday Fitbit data to train a machine learning algorithm to accurately predict mood episodes associated with bipolar disorder. It opens the door to using a personalized algorithm to drive treatment of the life-impacting condition.Continue ReadingCategory: Mental Health, Brain Health, Body & MindTags: mental health, psychiatry, Bipolar Disorder, Machine Learning, Brigha
Search results for predicts
Fitbit data accurately predicts bipolar disorder mood swings
Posted by ArielTechGeek 104 days ago (https://newatlas.com)
UN Predicts peak human population, as fertility rates plummet
Posted by ArielTechGeek 234 days ago (https://newatlas.com)
At the time of writing, there were an estimated 8,123,518,311 living humans on Earth – roughly the most there has ever been. But as fertility and birth rates continue to freefall, the numerical peak of humanity is quickly approaching.Continue ReadingCategory: Biology, ScienceTags: United Nations, Human, Fertility, Global
AI predicts when and where "monster" rogue waves will swell up
Posted by ArielTechGeek 479 days ago (https://newatlas.com)
Gigantic waves can seemingly come out of nowhere, threatening ships and oil rigs. Now, an AI system trained on centuries of data has been able to predict when these rogue waves will occur, revealing new insights into how they form.Continue ReadingCategory: ScienceTags: Wave, University of Copenhagen, Algorithms, Ocean, Artificial Intelligence, Weather, Predictions
Biomarker predicts worsening MS 2 years out, provides treatment window
Posted by ArielTechGeek 492 days ago (https://newatlas.com)
New research has found that elevation of a biomarker of nerve damage, neurofilament light chain (NfL), predicts the worsening of multiple sclerosis disability up to two years before it occurs. The biomarker provides a timeframe in which interventions can be implemented to prevent or slow worsening disability.Continue ReadingCategory: Medical, ScienceTags: Multiple Sclerosis, Biomarkers, Treatment
Automotive manufacturers scour their private polls just as fastidiously as politicians do theirs, but the big difference is that there is never a "judgement day" for the car makers because they keep their customer satisfaction information, reliability rates, initial problems rates and other insider information very private.Continue ReadingCategory: Automotive, TransportTags: Citroen, Kia, Lexus
Machine learning model accurately predicts stroke using existing data
Posted by ArielTechGeek 694 days ago (https://newatlas.com)
Stroke can be tricky to diagnose as patients don’t always present with classic symptoms, and other conditions can mimic it. Researchers have used existing data to develop a machine-learning model that accurately predicts stroke and may make diagnosis easier.Continue ReadingCategory: Medical, ScienceTags: Strokes, Machine Learning, Diagnosis, Carnegie Mellon
Protocol predicts Alzheimer's 10 years in advance with 80% accuracy
Posted by ArielTechGeek 699 days ago (https://newatlas.com)
In seeking a safe yet effective way to predict Alzheimer's disease, researchers found a sugar molecule in the blood of affected patients. When combined with a simple memory test and genetic analysis, the research team was able to predict the onset of the condition up to a decade in advance with a significant degree of accuracy. The protocol could soon join others in helping scientists spot Alzhei
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