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Scientists develop new method to predict type 2 diabetes

Knowridge Science Report 12/3/2022

"\u003Chtml\u003E\n \u003Chead\u003E\u003C\u002Fhead\u003E\n \u003Cbody\u003E\n \u003Cdiv\u003E\n \u003Cdiv\u003E\n \u003Cdiv\u003E\n \u003Cdiv\u003E \n \u003Cdiv\u003E \n \u003Cfigure\u003E\n \u003Cspan class=\"view-HD-pictures-wrap\"\u003E\n \u003Cimg class=\"view-HD-pictures\" data-src=\"https:\u002F\u002Fres.6chcdn.feednews.com\u002Fassets\u002Fv2\u002Fdc0f5d9651949fc8753fc176a4250d75?source=nlp&quality=uhq&format=jpeg&resize=720\" alt=\"\" title=\"Scientists develop new method to predict type 2 diabetes\" data-image-width=\"696\" data-image-height=\"464\"\u003E\n \u003Cspan class=\"view-HD-pictures\"\u003EView pictures in App save up to 80% data.\u003C\u002Fspan\u003E\n \u003C\u002Fspan\u003E\n \u003Cfigcaption\u003E\n Credit: Unsplash+.\n \u003C\u002Ffigcaption\u003E\n \u003C\u002Ffigure\u003E \n \u003C\u002Fdiv\u003E \n \u003Cp\u003EAccording to the CDC, prediabetes is a serious health condition where blood sugar levels are higher than normal, but not high enough yet to be diagnosed as type 2 diabetes.\u003C\u002Fp\u003E \n \u003Cp\u003EApproximately 96 million American adults—more than one in three—have prediabetes. Of those with prediabetes, more than 80% don’t know they have it.\u003C\u002Fp\u003E \n \u003Cp\u003EIn a study from Klick Applied Sciences, scientists have discovered a way to transform a continuous glucose monitor (CGM) into a powerful diabetes screening and prevention tool using artificial intelligence.\u003C\u002Fp\u003E \n \u003Cp\u003EThey revealed how they used machine learning and just 12 hours of data from CGMs to determine whether a patient was prediabetic or diabetic.\u003C\u002Fp\u003E \n \u003Cp\u003EThey demonstrated that 12 hours of monitoring can make a big difference in the lives of people at risk of developing diabetes while there’s still time to correct it.\u003C\u002Fp\u003E \n \u003Cp\u003EThey think CGMs could be used to not just monitor diabetes–but to prevent it altogether.\u003C\u002Fp\u003E \n \u003Cp\u003EIn the study, about 600 patients who identified as healthy, prediabetic, or living with type 2 diabetes wore a CGM device for an average of 12 days.\u003C\u002Fp\u003E \n \u003Cp\u003EThe scientists looked at their glucose measurements over time and developed machine learning models to see if those values could be used to determine whether that person was healthy, prediabetic, or diabetic.\u003C\u002Fp\u003E \n \u003Cp\u003EThe team discovered their 12-hour model showed similar high accuracy to results from the longer intervals, correctly identifying two-thirds of patients with prediabetes, while also showing high accuracy in identifying healthy patients and those with type 2 diabetes.\u003C\u002Fp\u003E \n \u003Cp\u003EThe shorter time frame is a big step forward, because most research draws from 10 to 14 days’ worth of readings, and often requires analysis from expert clinicians.\u003C\u002Fp\u003E \n \u003Cp\u003EIf you care about diabetes, please read studies about \u003Ca href=\"https:\u002F\u002Fknowridge.com\u002F2022\u002F02\u002Fscientists-find-a-critical-trigger-for-type-2-diabetes\u002F\"\u003Ea critical trigger for type 2 diabetes\u003C\u002Fa\u003E, and \u003Ca href=\"https:\u002F\u002Fknowridge.com\u002F2022\u002F05\u002Feating-eggs-in-breakfast-may-control-blood-sugar-benefit-people-with-diabetes\u002F\"\u003Eeating eggs for breakfast may control blood sugar.\u003C\u002Fa\u003E\u003C\u002Fp\u003E \n \u003Cp\u003EFor more information about nutrition, please see recent studies that \u003Ca href=\"https:\u002F\u002Fscientificdiet.org\u002F2022\u002F08\u002Fblueberries-strongly-benefit-people-with-metabolic-syndrome\u002F\"\u003Eblueberries strongly benefit people with metabolic syndrome\u003C\u002Fa\u003E, and results showing \u003Ca href=\"https:\u002F\u002Fscientificdiet.org\u002F2022\u002F07\u002Fturmeric-compound-and-vitamin-d-could-improve-blood-pressure-in-people-with-type-2-diabetes\u002F\"\u003Evitamin D could improve blood pressure in people with diabetes.\u003C\u002Fa\u003E\u003C\u002Fp\u003E \n \u003Cp\u003EThe study was conducted by Jouhyun Jeon et al and presented at the NeurIPS conference.\u003C\u002Fp\u003E\n \u003C\u002Fdiv\u003E\n \u003C\u002Fdiv\u003E\n \u003C\u002Fdiv\u003E\n \u003C\u002Fdiv\u003E\n \u003C\u002Fbody\u003E\n\u003C\u002Fhtml\u003E"

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