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

And while you are at it, don't forget to celebrate the imperfections. While on a 10-day trek in the Himalayas, I learned that imperfections are beautiful too. The rough edges of the mountains, the heavy hail storms in the middle of the afternoon, were "inconvenient" but added to the beauty of the trek. I am acutely aware now that in my pursuit of perfection at work, I have often failed to recognize that imperfections are also a core part of our identity that needs to be preserved and not always changed.
The French president would have ranked much higher had he not taken a 30% pay cut on assuming office in 2012.
The slower acceleration also tracks with trends in real estate investment, which felt a (slight) bite from property purchasing curbs in top-tier cities last month as nation-wide sales also decelerated in both volume and value terms.
The story of the strong V-shaped recovery of the Chinese economy this year was followed by reports of soaring housing prices in many cities.
6. 《出租车》(Taxi),导演贾法·帕纳西(Jafar Panahi)。
The Global Obesity Epidemic
‘Faultless performance, you are stunning and you could win this competition,’ Amanda said.
South Africa's leader Jacob Zuma got a 4% raise in March, but his salary in dollar terms has actually dropped compared to last year, because of the fall in the south African rand.
The book — published by Basic Books and Oneworld Publications — won out against a strong shortlist dominated by books on technology.
Trium is ranked first for the work experience of its alumni before the programme, second for aims achieved and third for international course experience. The programme is second for average salary ($307,003) of alumni three years after graduation, just behind the Kellogg/HKUST programme.
There is a salary gap of nearly 22 per cent between male and female graduates three years after they finished their courses, $90,000 compared to $73,000. That gap had been 17 per cent whenstudents first graduated, so thisdifference has widened over time(see chart).
Fortunately, the rules are changing. The proposal of China's Central Economic Conference in early December to give rural residents permanent urban residency sent a strong signal. Premier Wen Jiabao's call in late December for the reform of the household registration system will surely speed up the process.
We will push forward with structural adjustment in agriculture.
以丹麦为例,如今,88%的丹麦人口都是白人——这样的多数地位很难动摇。但在1980年,也就是上一代人的时候,丹麦有97%的人口是白人。反移民的丹麦人民党(Danish People’s Party)现在是丹麦议会中的第二大党。在德国,从2011年到2015年间,非本土出生人口激增了大约75%,反移民的民粹政党德国另类选择党(Alternative for Germany)如今获得了破纪录的支持率。
Justin Bieb er just made tens of thousands of more dollars -- from his hair. The 'Baby' singer's locks sold on eBay yesterday with a final bid of $40,688.
I can well imagine that in 2016 the oil price will bounce back from its current sub $40 level. The Saudis may try to cut production, there could be more conflict in Iraq, terrorists could attack some of the prize targets such as the oil terminals at Ras Tanura and Abqaiq. Anything is possible, something is likely. But the question is how far the bounce will go.
单词protocol 联想记忆:
We began the year worried that the US was poised to withdraw from the World Trade Organisation. That hasn’t happened. And it’s now unlikely to any time soon.

adj. 受影响的,受感动的,受疾病侵袭的 adj. 做
The Chinese-made 3D fantasy/adventure film "Monster Hunt" broke a string of box-office records on its release in the country in July 2015, becoming the highest grossing film of the year in the Chinese mainland.

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

The Tsinghua-Insead EMBA programme, launched in 2007, entered the FT rankings with a bang in 2012, going straight into fourth place with its very first cohort. The programme has since been ranked second, third, and finally has achieved first place in the rankings this year.
Its alumni enjoyed by far the greatest financial rewards, with an average salary of $469,000 three years after graduation.
Speculative trading of agricultural commodities has been a feature of the markets’ volatility in 2016, and Rabobank expects the trend to continue.

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. 

Every year since 2003, Shanghai Ranking Consultancy has been releasing its rankings of the world top 500 universities based on third-party data.

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. 


Yet expectations for the summit meeting on Tuesday are low, with no sign of any political breakthrough that would lead to more ambitious efforts. Scientists say emissions must peak within the next few years, and then begin to decline, if the world is to have any hope of keeping global warming to an upper limit that countries agreed on five years ago. So far, no plans are in place that would come close to achieving that.
7. Big anti-corruptionprograms will be accelerated. We expect to see increased prosecutions,from approximately 140,000 per annum today to more than 200,000 in 2014. Thisaggressive push for integrity and accountability will set the country on astrong new course. Success will become much more about what you know ratherthan who you know.

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

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.

钢铁业调整升级规划发布 连年亏损钢企将整体退出


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.

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. 

32. Azumio Inc. Sleep time. Accessed 28 August 2017. 

33. RelaxLine. BellyBio. Accessed 28 August 2017.

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.

2. You've suddenly become a Twitter thought leader。
vt. (烹饪时把鱼
adj. 能生产的,有生产价值的,多产的

时间:2010-03-31 编辑:vicki
3.Video Editing: 19.2 percent increase
Wang said the journal and authors had an unavoidable responsibility in the latest scandal, with the statement adding that Tumor Biology had retracted papers over similar concerns about the peer review process in 2015.
单词stroke 联想记忆:

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.

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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.

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At the start of the year, the ruling Communist party set a target of 6 per cent growth in trade for this year but total trade has now fallen by just over 8 per cent in the first ten months of 2015 compared with the same period a year earlier.
‘Homeland’ This Showtime espionage thriller seemed destined for irrelevance after Brody (Damian Lewis) was finally killed at the end of Season 3. Season 4 has so far turned out to be remarkably vital and exhilarating without him, this time by pitting Carrie (Claire Danes) against a beautiful, deceitful Pakistani intelligence officer, Tasneem, (Nimrat Kaur).


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  • 新华社:住房和城乡建设部对部分房价、地价波动幅度较大的城市进行预警提示

IE’s online MBA consistently attracts high-calibre students. Half of IE’s alumni were senior managers when they enrolled, the highest proportion among ranked schools at that stage. Three years after graduation they were earning the highest average salary at $179,000, about $30,000 more than the next highest earners — alumni from Olin Graduate School of Business at Babson College.

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