Smart （犯罪の）一味 that 絶えず 対策 your 気温 could 供給する an 早期に 警告 of Covid-19 感染 - even if your symptoms are subtle

• e-mail

A smart （犯罪の）一味 that 絶えず 対策 your 気温 could help 決定する whether you are developing Covid-19 - even if your symptoms are very subtle.?

専門家s from the University of California and MIT Lincoln Lab 熟考する／考慮するd data on 50 people who owned sensor （犯罪の）一味s and had had Covid-19 before the 熟考する／考慮する.

This was the first 熟考する／考慮する to publish data from a 事業／計画（する） called TeamPredict - a 熟考する／考慮する of more than 65,000 people wearing the Oura （犯罪の）一味 made by a Finnish startup that 記録，記録的な／記録するs 気温, heart 率, respiratory 率 and levels of activity.??

They 設立する that 気温 data from the （犯罪の）一味 could reliably be used to （悪事，秘密などを）発見する the 早期に onset of fever - a 主要な symptom of Covid-19 and the flu.??

They 警告するd that the 熟考する／考慮する is a proof-of-概念 成果／努力 with just 50 関係者s - 追加するing that more data is needed to say if it is a reliable 道具 for （悪事，秘密などを）発見するing the ウイルス.?

This was the first 熟考する／考慮する to publish data from a 事業／計画（する） called TeamPredict - a 熟考する／考慮する of more than 65,000 people wearing the Oura （犯罪の）一味 (pictured) made by a Finnish startup that 記録，記録的な／記録するs 気温, heart 率, respiratory 率 and levels of activity

熟考する／考慮する author, Benjamin Smarr and 同僚s, 設立する?fever onset happened before a 支配する 報告（する）／憶測d any symptoms and in those who never 報告（する）／憶測d symptoms.

'It supports the hypothesis that some fever-like events may go unreported or unnoticed without 存在 truly asymptomatic,' the 研究員s 令状.?

'Wearables may 与える／捧げる to identifying 率s of asymptomatic [illness] as …に反対するd to unreported illness, [which is] of special importance in the COVID-19 pandemic.'

The goal of the wider TeamPredict 熟考する／考慮する of 65,000 people wearing an Oura （犯罪の）一味 is to develop an algorithm that can 予報する the onset of Covid-19 symptoms.?

研究員s say they hope to reach that goal by the end of the year and that it will 許す public health 公式の／役人s to 行為／法令／行動する faster to 含む／封じ込める the spread of the ウイルス.?

'This isn't just a science problem, it's a social problem,' said Smarr.

'With wearable 装置s that can 手段 気温, we can begin to 想像する a public COVID 早期に 警報 system.'

To develop and 効果的な algorithm they need 使用者s from a diverse 範囲 of backgrounds to 株 their data, said Smarr.?

The data is stripped of all personal （警察などへの）密告，告訴（状）, 含むing 場所, and each 支配する is known by a 無作為の identifying number rather than 指名する or personal 詳細（に述べる）s.

Ashley Mason, a professor in the Department of Psychiatry and the Osher 中心 for Integrative 薬／医学 at UC San Francisco, is the 主要な／長／主犯 捜査官／調査官 of the 熟考する／考慮する.

研究員s 設立する that data 供給（する）d by Oura （犯罪の）一味 wearers that had had Covid-19 明らかにする／漏らすd a spike (red areas) in 気温s showing fever - even before symptoms were 報告（する）／憶測d

'If wearables 許す us to （悪事，秘密などを）発見する COVID-19 早期に, people can begin physical 孤立／分離 practices and 得る 実験（する）ing so as to 減ずる the spread of the ウイルス,' Mason said.?

'In this way, an ounce of 予防 may be 価値（がある） even more than a 続けざまに猛撃する of cure.'

Wearables such as the Oura （犯罪の）一味 can collect 気温 data continuously throughout the day and night, 許すing 研究員s to 手段 people's true 気温 baselines and identify fever 頂点（に達する）s more 正確に.?

'気温 変化させるs not only from person to person but also for the same person at different times of the day,' Smarr said.

The 熟考する／考慮する, he explains, 最高潮の場面s the importance of collecting data continuously over long periods of time, rather than data collected in the moment.?

Incidentally, the 欠如（する） of continuous data is also why 気温 位置／汚点／見つけ出す checks are not 効果的な for （悪事，秘密などを）発見するing COVID-19, Smarr explained.?

These 位置／汚点／見つけ出す checks are the 同等（の） of catching a syllable per minute in a conversation, rather than whole 宣告，判決s, he said.

The 50 支配するs in the 熟考する／考慮する all owned Oura （犯罪の）一味s and had had COVID-19 before joining TemPredict.?

They 供給するd symptom 要約s for their illnesses and gave 研究員s 接近 to the data their Oura （犯罪の）一味s had collected during the period when they were sick.?

The signal for fever onset was not subtle, Smarr said. 'The chart 跡をつけるing people who had a fever looked like it was on 解雇する／砲火／射撃.'

The data collected as part of this and the その後の TeamPredict 熟考する／考慮する will be 蓄える／店d at the San Diego スーパーコンピューター 中心.

'The data collected has 広大な／多数の／重要な 可能性のある to be linked with other datasets making individual and societal 規模 models be 連合させるd to その上の understand the 病気,' said Ilkay Altintas, from the San Diego スーパーコンピューター 中心.?

研究員s also are keeping up 成果／努力s to 新採用する a diverse pool of 支配するs that 反映するs the US 全住民.

'We need to make sure that our algorithms work for everyone,' Smarr said.

In 未来, 研究員s 計画（する） to 拡大する their 早期に （犯罪，病気などの）発見 methods to other 感染性の 病気s, such as the flu.

The findings have been published in?the 定期刊行物 科学の 報告（する）／憶測s.