| Literature DB >> 31263703 |
Stefano Omboni1,2.
Abstract
e-health is defined as the use of communication and information technologies (ICT) to manage patients and their health in a more efficient way, with the aim of improving the overall quality of care. Healthcare services relying on telehealth (or telemedicine) and mobile health (m-health) are the most popular e-health tools used by healthcare professionals and consumers. These applications allow the exchange of medical data between patients and their doctors or among healthcare professionals, mainly through the Internet, and are used to provide healthcare services remotely (so-called "connected health"). The most popular telemedicine application in the field of hypertension is blood pressure telemonitoring (BPT), which enables transmission of BP and various clinical information from patients' homes or from the community to the doctor's surgery or the hospital. Numerous randomized controlled trials have documented a significant BP reduction combined with an intensification and optimization of the use of antihypertensive medications in patients making use of BPT plus remote counseling by a case manager, with the supervision of a doctor or a community pharmacist (telepharmacy). The major benefits of BPT are usually observed in high-risk patients. BPT can also be based on m-health wireless solutions, provided with educational support, medication trackers and reminders, and teleconsultation. In this context, BPT may favor patient's self-management, as an adjunct to the doctor's intervention, and foster patient's participation in medical decision making, with consequent improvement in BP control and increase in medication adherence. In conclusion, e-health solutions, and in particular telemedicine, are increasingly attaining a key position in the management of the hypertensive patient, with an enormous potential in terms of improvement of the quality of the delivered care, increase in the chance of a successful BP control and effective prevention of cardiovascular diseases.Entities:
Keywords: blood pressure; e-health; hypertension; m-health; telecare; telehealth; telemedicine; telemonitoring
Year: 2019 PMID: 31263703 PMCID: PMC6584810 DOI: 10.3389/fcvm.2019.00076
Source DB: PubMed Journal: Front Cardiovasc Med ISSN: 2297-055X
Main categories of e-health services and their practical applications.
EHRs Administrative and clinical information systems (PIS) Clinical decision support tools Web-based technologies and services Virtual healthcare (teleconsultation and remote diagnosis), robotics, computer-assisted surgery Medical research support technologies (grid technologies) Telehealth (telemedicine, telecare, m-health) |
|
On-line medical records On-line appointment booking Social media and online forums: online discussion groups for patients and healthcare professionals (peer-to-peer support) e-learning: web-based interactive education programs on health-related topics for patients (e.g., cardiovascular risk factors, including high BP, lifestyle) and continuing medical education for healthcare professionals Medical imaging and diagnostic (e.g., vascular and cardiac ultrasonography) Interactive system check/message Wearable sensors (e.g., cuff-less BP monitors) Mobile health apps for patient's self-management, training, and education Digital clinics: with synchronous (live interaction video, telephone consultations, web chat, telemonitoring) or asynchronous communication (e-mail, SMS and text messages) On-line prescription and drug dispensation |
EHR, Electronic Health Record; PIS, Patient Information Systems; BP, Blood Pressure; SMS, Short Message Service.
Figure 1Diagram of most common telehealth services and their workflow. EHR, Electronic Health Record; NFC, Near Field Communication; PDA, Personal Digital Assistant; IoMT, Internet of Medical Things.
Technologies for blood pressure telemonitoring.
Upper-arm electronic automated devices (wired or wireless) Devices for monitoring multiple parameters such as ECG, pulse oximetry, body temperature, body weight, blood glucose, medication intake (so-called “medical tricorders”) Smartphone applications either paired with an external wireless BP monitor or allowing manual data entry Smartphone serving as cuffless BP monitors Wearable monitors for long-term surveillance (e.g., wrist tonometers or finger plethysmography) |
Dedicated wireless devices with built-in mobile phone-based transmission systems (e.g., home hubs or smart boxes) Handheld devices (smartphones or tablets) with wireless communication linked to private (home) or public (community) wi-fi access points or to the mobile public network (transmission by landline or mobile network) Desktop or laptop computers linked to the BP measuring devices via wired (USB cable) or wireless connection (transmission usually by landline network) |
Immediate (synchronous) or periodic (asynchronous) automatic forward of encrypted data strings with proprietary or standard formats Manual data input by text messaging (SMS, social media applications such as WhatsApp, Facebook messenger, etc.) E-mail messaging (manual data input or list of readings sent as an attachment) Websites with dedicated forms allowing manual data input or manual upload of files |
Automatic: short diagnostic sentences based on validated algorithms, provided directly to the users Manual: diagnostic sentence manually implemented by a physician Hybrid: automatic reports needing confirmation by a physician |
BP, Blood Pressure; ECG, Electrocardiogram; USB, Universal Serial Bus; SMS, Short Text Messaging.
Figure 2(A) Changes in office systolic blood pressure (SBP) and (B) diastolic blood pressure (DBP) and (C) rates of poor office blood pressure (BP) control at 12 months (intervention vs. usual care serving as control). Data are adjusted for age, sex, baseline clinic BP, and history of diabetes. Differences are shown as mean or relative risk (RR) and 95% confidence interval according to four levels of intervention (self-monitoring of BP with no feedback, self-monitoring with web or phone feedback, self-monitoring with web, or phone feedback and education, self-monitoring with counseling or telecounseling) [from (26) by permission].
Most common currently available telepharmacy services for hypertension management.
|
Pharmacist-led telephonic clinics Medication counseling Drug review/monitoring (including adverse events and adherence) Provision of drug information Remote medication dispensing Medication therapy management Patient assessment and counseling (including teleconsultation) Virtual management within a multidisciplinary team Telemonitoring of BP and lab values (e.g., blood lipids, blood glucose) Automated text message reminders or phone calls Instructional and educational videos Educational websites |
BP, Blood Pressure [from (.
Figure 3(A) Changes in office systolic blood pressure (SBP) and (B) diastolic blood pressure (DBP), (C) percentages of subjects with office blood pressure (BP) at target, and (D) incremental cost-effectiveness ratio (ICER) between the intervention and usual care group in randomized controlled studies based on pharmacist-led telehealth care. Differences are shown as mean or relative risk (RR) and 95% confidence interval at different time points. The gray insert refers to the period of the study following the withdrawal of the intervention [from (32) by permission].
Common functionalities provided by m-apps and modalities used to connect health digital data through m-apps.
Self-monitoring: tracking and recording of vital signs (not only BP but also body weight, lipid profile, blood glucose, physical activity, etc.) and drug intake Automatic feedback directed to the patient for positive reinforcement (e.g., in the form of illustrating BP trends) Reminders and alerts: mainly used to improve adherence to treatment and achieve other goals Educational information: about diseases and measuring procedures Logbooks of various activities Communication with health care providers |
Wearables and tracking sensors: wearable BP and ECG monitors, fitness trackers, wristbands, smart watches, VR headsets Medical devices: non-wearable monitors (e.g., BP and blood glucose monitors, ECG devices, stethoscopes, spirometers, etc.) EHR: personal health and fitness data which can be exchanged between patients and healthcare professionals, hospitals, health insurances, etc. Health data aggregator: tools to allow access to structured health data and exchange between different platforms or apps and third-party health data (e.g., API service such as Apple Healthkit or Google Fit) Other tools: social networks, cloud data storage, data profiling, big data analytics |
BP, Blood Pressure; ECG, Electrocardiogram; VR, Virtual Reality; EHR, Electronic Health Record; API, Application Programming Interface.
Figure 4Main services provided by hypertension m-health apps according to a survey of 107 different products (A) and main characteristics of m-health apps used for blood pressure (BP) monitoring according to another survey of 184 applications (B) [redrawn from (52) and (53) by permission].
Main categories of m-health apps for BP measurement management.
| Manual insertion of values by the user | Flexibility Widely available in digital stores Not tied to a specific device No need to perform the recording simultaneously to the measurement | High risk of errors in the transcription of values Omission of data reporting |
| Automated data transmission through wireless pairing with an oscillometric BP measuring device | Widely available from the manufacturers Validated devices with high accuracy No particular technical skill required Low risk of errors and data loss due to automatic transmission High portability | Tied to a specific brand or model Inability to pair with the BP monitor and upload data |
| Apps or add-ons that turn the smartphone into a measuring device (usually “ | No need for a device other than the smartphone Always available No need of a cuff Relatively easy to use | Lack of standardization Poor accuracy and reliability Lack of validation Possible inaccuracy due to incorrect positioning of the sensor |
BP, Blood Pressure.
Validation studies assessing the accuracy of BP measurements provided by cuffless devices or apps for smartphones.
| Add-on for Android smartphone ( | Oscillometry applied to finger photoplethysmography (device to be affixed to the back of the smartphone) | Oscillometric upper-arm device | 35 | Healthy subjects | +3.3 ± 8.8 | −5.6 ± 7.7 | Large bias and precision error between cuffless smartphone BP and upper-arm oscillometric BP recording The device did not output any BP measurement for 3 of the 35 subjects studied About 60% of the measurements were successful and the device yielded multiple BP measurements for about 80% of the users |
| Add-on for iPhone ( | Oscillometry applied to finger photoplethysmography (device to be affixed to the back of the smartphone) | Oscillometric upper-arm device | 20 | Healthy subjects | −4.0 ± 11.4 | −9.4 ± 9.7 | Large bias and precision error between cuffless smartphone BP and upper-arm oscillometric BP recording The device did not output any BP measurement for 2 of the 25 subjects studied |
| Add-on for smartphone ( | Finger photoplethysmography (sensor external to the smartphone) | Oscillometric upper-arm device and auscultatory method | 172 | Healthy subjects | +0.3 ± 6.6 | −1.0 ± 5.4 | Relatively good accuracy of the cuffless device at rest In dynamic conditions (during BP rise or lowering) the accuracy worsened >70% of the 35 subjects using the device during night sleep felt it less uncomfortable than an ordinary upper-arm cuff device Good short-term reproducibility of the device (ICC 0.950 for SBP and 0.903 for DBP) |
| Preventicus BP smartphone algorithm embedded in an app for iPhone ( | Finger photoplethysmography through smartphone's camera | Oscillometric upper-arm device | 32 | Pregnant women | +5.0 ± 14.5 | N.A. | The device did not fulfill the requirements of the 2010 ESH IP The algorithm overestimated SBP in low range and underestimated it in the medium range |
| Instant Blood Pressure app for iPhone ( | Finger photoplethysmography through smartphone's camera | Oscillometric upper-arm device | 85 | Healthy (40) or hypertensive subjects (45) | +12.4 ± 10.5 | +10.1 ± 8.1 | The app underestimated higher BP and overestimated lower BP and was found inaccurate according to BHS protocol It had a lower sensitivity for high BP readings and inappropriately classified 78% of users with hypertension as normotensive |
| Instant Blood Pressure app for iPhone ( | Finger photoplethysmography through smartphone's camera | Oscillometric upper-arm device | 100 | Healthy subjects | −0.6 ± 12.8 | +7.2 ± 9.2 | The SBP values from the application were not significantly different from those from the reference monitor, but had wide limits of agreement, not recommending clinical utilization DBP values were inaccurate ICC 0.688 for SBP and 0.377 for DBP |
| Instant Blood Pressure Pro app for iPhone ( | Finger photoplethysmography through smartphone's camera | Oscillometric upper-arm device | 100 | Healthy subjects | +0.3 ± 15.3 | +7.4 ± 11.3 | The SBP values from the application were not significantly different from those from the reference monitor, but had wide limits of agreement, not recommending clinical utilization DBP values were inaccurate ICC 0.401 for SBP and 0.257 for DBP |
SD, Standard Deviation; ICC, Intraclass Correlation Coefficient; SBP, Systolic Blood Pressure; DBP, Diastolic Blood Pressure; BP, Blood Pressure; ESH IP, European Society of Hypertension International Protocol; BHS, British Hypertension Society.