Part 2: Health apps, wearables, and sensors: The advancing frontier of digital health

extravagant
对于像费城、凤凰城和布鲁克林这样的烂队而言,另一个问题在于他们很难笼络到好的球队拼图。
n. 典礼,仪式,礼节,礼仪
The show is iconic among those who grew up in the 1990s because it explores core themes like friendship, struggling to survive in a big city, and finding independence and identity, all of which are still relevant to young audiences today.
1. Cannes has a dirty underbelly
莱昂纳多·迪卡普里奥和嘎嘎小姐在今年金球奖拔得头筹。
中国机器人产业联盟理事长曲道奎称,尽管我国本国供应商在2016年将市场占有率扩至32.7%,去年这一趋势出现反转,其市场占有率降至26.8%。
[.dem?'kr?tik]
The Post
但是,租金稳定政策的反对者怀疑,在共和党人把持州议会的情况下,2015年将不会是租户运动的分水岭。舍温·贝尔金(Sherwin Belkin)是一名代表业主利益的律师,他说:“业主们认为可以借此机会对租金管制政策做一些亟需的改变。”
《泰晤士高等教育》专刊的编辑菲尔·巴蒂说道:“中国采取了强有力的政策,且背后又有雄厚的资金支持,才能打造这些世界一流的大学。2015年,中国就宣布将实施‘卓越计划',计划在2020年之前打造六所可以跻身世界一流行列的高校。”
Are you a Type D personality? Test reveals how the little-known character type is so good at bottling up emotions that even they don't realize they're lonely and anxious.
据此网站统计,排名第二的慈善明星是前迪斯尼明星后转型歌手的麦莉塞勒斯。准爸爸查宁塔图姆名列第三。
Belgium
Since then, Teach First has put 5,000 graduates into schools, working with more than 1m pupils in low-income areas, helping to raise standards in classrooms, particularly London.
国家统计局高级统计师绳国庆将这一下滑主要归因于食品价格下降了1.4%,这是15年来的首次下降。
社交网络公司Facebook 、电子商务巨头亚马逊和玩具公司乐高则是品牌价值增幅最大的企业。
是什么让菲尔普斯这么开心?
眼看11月就要过去了,正如我周一写的那样,往年经验表明,9支球队很有可能已经被踢出季后赛地竞争行列了。然而,他们中没有一支球队表明要摆烂。
故事发生在1950年的伦敦,雷诺兹?伍德科克是一位知名缝匠。他挑剔的生活中走进了阿尔玛,她是一位充满主见的年轻女性,后来成为了雷诺兹的缪斯女神和爱人。
虽然出现上述下跌,但保费收入同比增长37.3%,至1.88万亿元人民币,保险业资产总量达到14.27万亿元人民币,增长了15.42%。
As China clears the way forfreer markets and increased foreign participation, fortifies the infrastructureof its burgeoning cities, and creates the social conditions for middle classfamilies to grow in size, confidence, and spending power, watch for continuedgrowth in the world’s second biggest economy in 2014 and beyond.
PwC公司已为奥斯卡计票并准备获奖信封逾80年,这是奥斯卡历史上第一次出现颁奖时拿错信封的乌龙事件。
One suggested change: require rent-stabilized tenants to verify their income.
Month-on-month producer prices rose 0.7 per cent, up from 0.5 per cent in September.


2. 2012年搞笑诺贝尔奖之和平奖
在3月2号,北韩政府网站我们民族之间警告北韩将对任何气球投放展开"炮弹和导弹的攻击,而不只是几下枪击"。
在综合榜单中,美国大学的数量最多,共有221所大学上榜。中国和日本分列第二、三名,上榜大学数量分别为136所和76所。


With the increasing proliferation and sophistication of mobile phones, wearable devices such as smart watches, and sensors that can measure and gather a variety of data, public interest is growing in using consumer electronics to take ownership of personal health and wellness. A 2015 survey found that 66% of Americans age 66 and older want to use mobile technologies to improve their health by receiving medication reminders and tracking diet and nutrition, physical activity, and symptoms.[1

200912/93010.shtml
楼市终于出现反弹。S&P/Case-Shiller指数显示,2012年前九个月全国房价上涨7%。与此同时,住宅建筑业正在发力,给建筑工人、承包商和建筑商带来了更多工作机会。5月份以来建筑工作增加了2.9万个左右。券商Miller Tabak & Co.经济学家威尔金森(Andrew Wilkinson)指出,建筑市场的就业环境已经明显解冻。解冻的不只是建筑业。为装修住宅的美国人提供服务的零售企业也将需要招人。[qh]
纽约现在排名第7,比去年上升了15个名次。近年来,纽约的生活成本涨幅巨大,较2011年上升了42个名次。
Recognize me?: image via blog.discoverymagazine.com

Health apps and wearables
Health apps and wearables can unobtrusively gauge physiological and emotional states and collect, quantify, and monitor data regarding a user’s day-to-day behaviors. This “quantified self” can increase users’ self-awareness regarding their behavior and encourage positive changes to their overall health and well-being.[2] These commercially available devices also integrate an array of features to provide motivation through reward systems, opportunities for social in-teraction, tools for self-improvement, and prompts. The novelty, affordability, practicality, and ease of use have resulted in increased consumer enthusiasm and the pervasiveness of these devices.[3,4] With this growing interest in personal health, members of the general public are becoming more involved in monitoring and improving their own health habits.[5-10

Undoubtedly, merely tracking data through a device is not enough to maintain good health-related behaviors long-term, and the software must also incorporate motivational constructs important for the adoption and habituation of behaviors. For instance, a systematic review of studies that considered the use of electronic activity monitor systems found short-term changes in physical activity with self-monitoring, but no demonstration of superiority when the systems were compared with other interventions.[11] Another review of studies on the viability of using mobile technology for measuring and influencing physical activity found that most apps allow users to document their activity, set goals, review real-time feedback, connect to a social support network, and access online expertise.[12] However, less common among these apps were prompts to act and opportunities for problem solving and action planning, which are crucial constructs that translate intention into long-term behavior change.[13]

Sensor technologies
Sensor technologies have begun to enter the telehealth landscape and are primarily focused on continuous monitoring and precise diagnostics to inform management of various health conditions and diseases.[14-17] Sensors can be integrated into a watch or arm band or adhesive bandages and clothing, and then programmed to collect data on cardiac rhythm, heart rate, blood pressure, respiration, oxygen saturation, galvanic skin response, glucose levels, body temperature, body motions, ambient temperature, and global positioning. For health care providers, sensor inputs can permit remote monitoring, real-time teleconferencing, and timely care for patients with chronic diseases. For both patients and clinicians, telehealth supported by sensors can have profound implications. Clinicians can provide timely and patient-centred care to those living at a distance with chronic disease and can coordinate care when multiple providers are involved, reducing costs to the health care system.

A current clinical example is the management of paroxysmal atrial fibrillation with a mobile ECG and app that monitors the patient’s electrical rhythm to detect frequency and patterns of arrhythmias, and may even allow patients to share ultrasound and electrocardiogram data with their health care provider.[18-20] Telemonitoring with sensors can also support self-management of chronic diseases and detect early signs of deterioration in health requiring immediate treatment and advice.[21] Studies to date have demonstrated some clinical promise for the use of home telemonitoring in the context of heart failure and diabetes. A recent Cochrane review found that telemonitoring was an effective way to lower levels of glycated hemoglobin and low-density lipoprotein.[22] Although several studies on heart failure have produced conflicting results regarding the overall benefits of home monitoring,[23-26] systematic reviews have suggested that home telemonitoring reduces all-cause mortality and hospitalizations, and improves quality of life compared with usual care.[22,27] In addition, features such as automated and mobile telemonitoring appear to be more effective compared with other forms of home telemonitoring.[27]

Further studies are needed to determine how home health monitoring can improve patient safety during the transition from acute care to community care, and to examine the impact of home monitoring on health care costs. TEC4Home (Telehealth for Emergency-Community Continuity of Care Connectivity via Home Tele-monitoring), an initiative of the University of British Columbia and Vancouver Coastal Health, is seeking to do this with prospective trials designed to uncover how telemonitoring can support the safety of heart failure patients discharged from hospital to home.[28]

Mobile apps, wearables, and sensors in the clinical setting
Even though mobile apps, wearables, and sensor technologies are promising, further research is needed to validate their use and long-term impact.[29] This research will require the collaboration of clinicians, health researchers, engineers, and computer scientists.[30] Understanding the possible risks of using these technologies, from physiological harm to breaching of privacy and confidentiality with insecure devices, and how to mitigate any risks is also important. Other important issues to consider include patient anxiety with overuse of technologies, health data piracy, self-diagnosis resulting from overreliance on self-monitoring, and patients not seeking help appropriately. These technologies should be used only as complementary tools in the treatment and prevention of health conditions and disease and should not be used in isolation by patients who self-diagnose and self-manage without consulting a health professional. 

1. 1234562. password3. 123456784. qwerty5. abc1236. 1234567897. 1111118. 12345679. iloveyou10. adobe12311. 12312312. admin13. 123456789014. letmein15. photoshop16. 123417. monkey18. shadow19. sunshine20. 1234521. password122. princess23. azerty24. trustno125. 000000

Instant Heart Rate by Azumio.[31] A free app downloadable to both Apple and Android operating systems that measures heart rate and displays a monitoring strip. As well as helping users accurately track their heart rates, the app is capable of detecting irregular rhythms when palpitations occur. 

Sleep Time by Azumio.[32] A free app that monitors sleep patterns, sleep efficiency, and also acts as an alarm clock. Users can know how often they go into light and deep sleep, and recognize how much of these types of sleep will be necessary for them to feel rested, thereby quantifying the amount of true sleep they need and not just how long they should stay in bed. 

Bellybio Interactive Breating by RelaxLine.[33] A free app that helps users pace their breathing to achieve calmness. Placing the mobile phone against the abdomen, users can follow the sounds emitted to practise deep, abdominal breathing using this simple yet surprisingly effective tool. 

部分在企业界的资助下,该机构将一流毕业生派到面向低收入社区的学校至少两年时间,而且也完全知道,其中许多人将会在这一时期结束后不再从事教学工作。
昨日,108名表演者身着熊猫服装,穿行在伦敦的街头,向大众宣传这种惹人喜爱却面临灭绝危险的黑白物种。

Goldman Sachs will pay out big bonuses, be publicly vilified for a month and then go quietly back to printing profits.
《老友记》里几乎都是白人演员,所以它在当时并不是一部以兼容并包著称的电视剧。剧中的主要角色没有一个是"非主流"。甚至乔伊还经常拿罗斯的第一个老婆是同性恋这事开玩笑,而且经常能在台词中看到性别歧视的只言片语。
1. 热爱自己的事业。
5. 2012年搞笑诺贝尔奖之化学奖
10.I thought I already sent that email out. I’m sure I did. – Because telling you that it was a low priority and I forgot would probably hurt our relationship。
China’s trade surplus grew to Rmb496.2bn last month from Rmb382.1bn in December. Economists expected it to inch higher to Rmb389bn. In dollar terms, China’s trade surplus rose to $63.29bn from $60.09 in December and versus expectations of $60.6bn.

Discernment to determine whether a particular app, wearable, or sensor can be effective.
Expertise and experience to guide patients on the use of technology.
Partnership with patients in pursuit of optimal health through technology use.
Trials to closely monitor benefits and drawbacks.
Humility to recognize that patients may know and invest much more time than physicians in looking for these tools.34

Conclusions
Based on today’s rapid pace of development and public enthusiasm for the technology marketplace, health apps, wearables, and sensors will soon become integral to our patients’ pursuits of good health and will need to be integrated in clinical practice. Physicians must be active agents in these evolutionary times, guiding patients, advocating for evidence to support the use of technologies, and participating in the development and incorporation of technology in patient wellness journeys. Through clinical stewardship and partnership with patients, physicians can use their expertise and experience to guide the growth of innovations into mainstream health care.

Competing interests
Dr Ho receives no personal financial compensation as the principal investigator of TEC4Home (Telehealth for Emergency-Community Continuity of Care Connectivity via Home Tele-monitoring), a project funded by a Canadian Institutes of Health Research grant. This grant is matched by the Michael Smith Foundation for Health Research and the BC Ministry of Health, with additional support provided by TELUS Health and Sentrian. TELUS Health, Cisco, and Avizia have also provided equipment for display in Dr Ho’s Demonstration and Simulation Studio for Health (DaSSH) at UBC. Mr Yao and Dr Lauscher have no competing interests to declare.


一季度全国房地产开发投资17677亿 实际增长9.1%


References

1. Cision PR Newswire. Fifth annual Pulse of Online Health survey finds 66% of Americans eager to leverage digital tools to manage personal health. Posted 24 February 2015. Accessed 28 August 2017. www.prnewswire.com/news-releases/fifth-annual-pulse-of-online-health-survey-finds-66-of-americans-eager-to-leverage-digital-tools-to-manage-personal-health-300039986.html.

2. Swan M. Emerging patient-driven health care models: An examination of health social networks, consumer personalized medicine and quantified self-tracking. Int J Environ Res Public Health 2009;6:492-525.

3. Gao Y, Li H, Luo Y. An empirical study of wearable technology acceptance in healthcare. Ind Manag Data Syst 2010;115:1704-1723.

4. Kim KJ, Shin DH. An acceptance model for smart watches: Implications for the adoption of future wearable technology. Internet Res 2015;25:527-541.

5. West JH, Hall PC, Hanson CL, et al. There’s an app for that: Content analysis of paid health and fitness apps. J Med Internet Res 2012;14:e72.

6. Abroms LC, Padmanabhan N, Thaweethai L, Phillips T. iPhone apps for smoking cessation: A content analysis. Am J Prev Med 2011;40:279-285.

7. Cowan LT, Van Wagenen SA, Brown BA, et al. Apps of steel: Are exercise apps providing consumers with realistic expectations? A content analysis of exercise apps for presence of behavior change theory. Health Educ Behav 2013;40:133-139.

8. Azar KM, Lesser LI, Laing BY, et al. Mobile applications for weight management. Am J Prev Med 2013;45:583-589.

9. Breland JY, Yeh VM, Yu J. Adherence to evidence-based guidelines among diabetes self-management apps. Transl Behav Med 2013;3:277-286.

10. Lyons EJ, Lewis ZH, Mayrsohn BG, Rowland JL. Behavior change techniques implemented in electronic lifestyle activity monitors: A systematic content analysis. J Med Internet Res 2014;16:e192.

11. Lewis ZH, Lyons EJ, Jarvis JM, Baillargeon J. Using an electronic activity monitor system as an intervention modality: A systematic review. BMC Public Health 2015;15:585.

12. Bort-Roig J, Gilson ND, Puig-Ribera A, et al. Measuring and influencing physical activity with smartphone technology: A systematic review. Sports Med 2014;44:671-686.

13. Rhodes RE, Yao CA. Models accounting for intention-behavior discordance in the physical activity domain: A user’s guide, content overview, and review of current evidence. Int J Behav Nutr Phys Act 2015;12:1-14.

14. Chen M, Gonzalez S, Vasilakos A, et al. Body area networks: A survey. Mob Networks Appl 2011;16:171-193.

15. Appelboom G, Camacho E, Abraham ME, et al. Smart wearable body sensors for patient self-assessment and monitoring. Arch Public Health 2014;72:28.

16. Chan M, Estève D, Fourniols JY, et al. Smart wearable systems: Current status and future challenges. Artif Intell Med 2012;56:137-156.

17. Alemdar H, Ersoy C. Wireless sensor networks for healthcare: A survey. Comput Networks 2010;54:2688-2710.

18. Haberman ZC, Jahn RT, Bose R, et al. Wireless smartphone ECG enables large-scale screening in diverse populations. J Cardiovasc Electrophysiol 2015;26:520-526.

19. Ferdman DJ, Liberman L, Silver ES. A smartphone application to diagnose the mechanism of pediatric supraventricular tachycardia. Pediatr Cardiol 2015;36:1452-1457.

20. Baquero GA, Banchs JE, Ahmed S, et al. Surface 12 lead electrocardiogram recordings using smart phone technology. J Electrocardiol 2015;48:1-7.

21. Wootton R. Twenty years of telemedicine in chronic disease management—An evidence synthesis. J Telemed Telecare 2012;18:211-220.

22. Flodgren G, Rachas A, Farmer A, et al. Interactive telemedicine: Effects on professional practice and health care outcomes. Cochrane Database System Rev 2015;(9):CD002098.

23. Mortara A, Pinna GD, Johnson P, et al. Home telemonitoring in heart failure patients: The HHH study (Home or Hospital in Heart Failure). Eur J Heart Fail 2009;11:312-318.

24. Dar O, Riley J, Chapman C, et al. A randomized trial of home telemonitoring in a typical elderly heart failure population in North West London: Results of the Home-HF study. Eur J Heart Fail 2009;11:319-325.

25. Chaudhry SI, Mattera JA, Curtis JP, et al. Telemonitoring in patients with heart failure. N Engl J Med 2010;363:2301-2309.

26. Koehler F, Winkler S, Schieber M, et al. Impact of remote telemedical management on mortality and hospitalizations in ambulatory patients with chronic heart failure: The Telemedical Interventional Monitoring in Heart Failure study. Circulation 2011;123:1873-1880.

27. Kitsiou S, Pare G, Jaana M. Effects of home telemonitoring interventions on patients with chronic heart failure: An overview of systematic reviews. J Med Internet Res 2015;17:e63.

28. TEC4Home Healthcare Innovation Community. Supporting heart failure patient transitions from acute to community care with home telemonitoring technology: A protocol for a provincial randomized controlled trial (TEC4Home). JMIR Res Protoc 2016;5:e198. 

29. Yao C, Ho K. Mobile sensors and wearable technologies. In: Amelung VE, Stein V, Goodwin N, et al., editors. Handbook integrated care. Cham, Switzerland: Springer; 2017.

30. Ho K, Borycki E, Kushniruk A, et al. The health perspective in using digital media for health and wellness. Presented at the IEEE International Digital Media Industry Forum, Boston, MA, 4-6 July 2016.

31. Azumio Inc. Instant heart rate. Accessed 28 August 2017. www.azumio.com/s/instantheartrate/index.html. 

32. Azumio Inc. Sleep time. Accessed 28 August 2017. www.azumio.com/s/sleeptime/index.html. 

33. RelaxLine. BellyBio. Accessed 28 August 2017. https://itunes.apple.com/ca/app/bellybio-interactive-breathing/id353763955?mt=8.

34. Ho K. How health information technologies are enhancing health of patients and their doctors. Presentation at the Alberta Medical Association 2015 Spring Representatives Forum, Edmonton, AB, 13 March 2015.


这款智能产品的使用可以追溯到1800年,但在2016年它才变得“智能”。 Meet Peggy,这种洗衣挂钩能够“帮助你减轻负担”,它会在洗衣机洗好衣服的时候提醒你,并告诉你天气是否适宜晾晒衣服。该装置连接到您的手机,它会在天气变化或是需要转移晾衣服的地方时发消息提醒你。
adj. 相同的,同一的
2012年有哪些品牌通过社交媒体提升了它们的声誉?哪些公司则越来越差了?
Going into the debate at Lynn University in Boca Raton, Florida, Obama had an inbuilt advantage on foreign policy and security. As president, with access to daily briefings by intelligence analysts, diplomats and generals, he is better briefed and it showed as he dominated Romney in the first half of the debate.
如果你从平时身穿牛仔裤,t恤套装的搭配突然变成像面试时候穿的西装革履的的样子,这就更充分证实了你请了一天假去面试了。但如果你不这样做,而是穿的和平时在办公室穿的一样。你的老板都会注意到你的变化。然后,FOSS说,“走吧,别把这里当作了在麦当劳停车场面试。
The number of moviegoers in 2016 reached 1.37 billion, an increase of nearly 8.9 percent year-on-year.
2. Google Docs
2013年最常用密码:
Developer activity is also at a fever pitch. According to the contributor graph at GitHub, the total number of contributions to bitcoin’s master code in November was the highest it had been since spring 2012. Bitcoin is also the 31st “most forked repository” on GitHub—”forks” are basically proposed or in-progress alterations to core code—out of more than 900,000. In other words, for developers, bitcoin is trending. The number of open jobs currently posted at bitcoin companies also underscores developer interest: it’s at 105, which is close to the all-time high in September of 137, according to Bitcoin Pulse, which monitors such trends.
The total amount of remittances, which is estimated to reach $450 billion in 2017, has risen by more than 50 percent in the past decade, IFAD said.

Kendall Ho, MD, FRCPC, Christopher Yao, MSc, Helen Novak Lauscher, PhD. Part 2: Health apps, wearables, and sensors: The advancing frontier of digital health. BCMJ, Vol. 59, No. 10, December, 2017, Page(s) 503-506 - Clinical Articles.



Above is the information needed to cite this article in your paper or presentation. The International Committee of Medical Journal Editors (ICMJE) recommends the following citation style, which is the now nearly universally accepted citation style for scientific papers:
Halpern SD, Ubel PA, Caplan AL, Marion DW, Palmer AM, Schiding JK, et al. Solid-organ transplantation in HIV-infected patients. N Engl J Med. 2002;347:284-7.

About the ICMJE and citation styles

The ICMJE is small group of editors of general medical journals who first met informally in Vancouver, British Columbia, in 1978 to establish guidelines for the format of manuscripts submitted to their journals. The group became known as the Vancouver Group. Its requirements for manuscripts, including formats for bibliographic references developed by the U.S. National Library of Medicine (NLM), were first published in 1979. The Vancouver Group expanded and evolved into the International Committee of Medical Journal Editors (ICMJE), which meets annually. The ICMJE created the adj. 不可否认的,无可辩驳的 to help authors and editors create and distribute accurate, clear, easily accessible reports of biomedical studies.

海莉·威廉姆斯依然是颇有影响力的重要存在,一位不论是低声哼唱还是大声呐喊都能令人信服的歌手。她直言不讳的勇气几乎使你忘记《欢笑过后》记录的是她对这个世界的厌倦。
6. 制定计划。
工业部和信息技术部的数据显示,上月新能源汽车的产量为1.61万台,比去年同期大幅上涨了144%。全电动乘用车的产量达到7952台,是去年同期的三倍。政府数据显示,一月份生产的新能源汽车,97%都有资格享受税收优惠政策。
单词haven 联想记忆:

The U.S. is set to add nearly 3 million jobs in 2014 — the biggest increase since 1999. The burst in job creation, expected to continue in 2015, is sure to fuel consumer spending. So, too, will a plunge in gasoline prices that's given households extra cash to spare on other goods and services. See: Americans saved $14 billion as gasoline prices declined in 2014.

  • Only the first three authors are listed, followed by "et al."
  • 受清缴及楼市回暖等带动 4月营业税同比增逾七成
  • 商务部:2016年1季度大家具预期购买率上升


Stripping out price, volumes of Chinese imports in October fell a more modest 2.6 per cent from a year earlier, according to estimates from Oxford Economics.
但大部分海外岛屿则会出售永久产权。

BCMJ Guidelines for Authors

Leave a Reply