Medical Quality-of-Service Optimization in Wireless Telemedicine System Using Optimal Smoothing Algorithm

In this paper we consider the transmission of stored video from a server to a client for medical applications such as, Telemonitoring, to optimize medical quality of service (m-QoS) and to examine how the client buffer space can be used efficiently and effectively towards reducing the rate variability of the compressed variable bit rate (VBR) video. Three basic results are presented. First, we show how to obtain the greatest possible reduction in rate variability when sending stored video to client with a given buffer size. Second, how to reduce high peak data rate of compressed VBR video when a patient is moving/walking very fast in hospital. Third, we evaluate the impact of optimal smoothing algorithm on the network parameters such as, peak-to-mean ratio, standard deviation, delay, jitter, average delay and average jitter to optimize the m-QoS. To resolve these all problems we used optimal smoothing algorithm and show its performance over a set of long MPEG-4 encoded video traces. Simulation results show that m-QoS is optimized by minimizing network metrics.

Design and Development of a Two Channel Telemedicine System for Rural Healthcare

In this work, an attempt has been made to design an Electro Cardio Gram (ECG) and Photo Plethysmo Gram (PPG) based telemedicine system for rural health care. In India as per the survey conducted by Indian Medical Society in the year 2009, it has been revealed that only 2% of the qualified doctors practice in rural areas. Also, according to the statistics taken by the World Health Organization, every year an estimated 17 million people die of various cardio vascular diseases. This paper introduces the transmission of ECG and PULSE from remote areas to the specialists’ office. The ECG and PPG signals are acquired, digitized and processed using LabVIEW for detection of heart and pulse rate. These data are transmitted using two methods namely Web publishing tool and Shared Variables. The results confirm the transfer of data with less than millisecond delay.

Telemedicine System Based on Medical Consultation Assistance Integration

With the aging of the global population, how to provide effective telemedicine for the aging population has become a very important issue, especially for the elderly with limited mobility. If there is a complete telemedicine system, it will not only greatly improve medical efficiency. It can reduce the chance of contact between people and avoid the medical risks caused by severe special infectious pneumonia. This paper focuses on the development of a high-efficiency telemedicine system platform that conforms to international standard data exchange formats. This system platform can not only solve the problem of shortage of medical staff but also allow patients to be free from medical outpatient time constraints. Achieve the effect of telemedicine at any time, and digitize the medical process rules to establish a complete online telemedicine system platform.

Intervention effect of telemedicine on ischemic stroke:a systematic review and meta-analysis

Background:Telemedicine refers to the use of information technology by medical institutions to directly provide diagnostic and therapeutic services to patients outside the healthcare facility.It encompasses various aspects such as remote diagnosis,remote monitoring,remote consultation,and remote outpatient services.Numerous articles have evaluated its role in controlling diseases like hypertension,diabetes,atrial fibrillation,and ischemic stroke.However,the existing literature exhibits varying quality and sample sizes,lacking robust convincing power and systematic effectiveness evaluation.Methods:Following The Preferred Reporting Items for Systematic reviews and Meta-Analyses 2020 guidelines,we identified articles on remote medical intervention in ischemic stroke through databases including Web of Science,PubMed,EMBASE,Cochrane Library,CNKI,Weipu,and Wanfang.The search spanned from the inception of the databases to June 30,2022.Two researchers independently assessed literature quality,extracted data,and conducted meta-analysis using RevMan 5.3 software.Results:Ten articles,involving 5092 patients,were included.Meta-analysis results indicate that telemedicine can effectively enhance compliance with doctors’advice in ischemic stroke patients.Telemedicine is also associated with reduced stroke recurrence,moderate to severe disability,systolic and diastolic blood pressure,National Institutes of Health Stroke Scale scores,and Modified Rankin Scale scores.Additionally,telemedicine demonstrates effectiveness in improving Fugl-Meyer motor function assessment and the Barthel Index of activity of daily living in ischemic stroke patients.However,telemedicine does not significantly reduce stroke hospitalization in the past year and the death rate.Conclusion:In comparison to traditional healthcare,telemedicine exhibits advantages in improving compliance and enhancing functionality in ischemic stroke patients.It is worth promoting telemedicine for better management of ischemic stroke patients.However,this study does not explain how telemedicine improves the functionality of ischemic stroke patients,indicating a need for further research.

Telemedicine and public health–pearls and pitfalls

We hereby comment on the interesting systematic review by Grewal et al where they have provided an overall picture of the current status of available tele-health programs in the United States with emphasis on the Amazon Clinic.Their analysis is an appreciable effort in discovering the features available and features lacking in these tele-health programs.The concept of tele-health originated to curtail the need for physical attendance of patients at health clinics,and has been beneficial during the coronavirus disease 2019 pandemic.We implore that the pearls and pitfalls of these programs have to be understood by policymakers prior to forming a consensus regarding the availability,accessibility and affordability of these programs as methods of healthcare delivery.Unrestricted proliferation of tele-health programs in their current form may pose threats to patient and provider safety and medicolegal liability.However,patients and providers must work together to improve them to meet their expectations and enable them to provide the best care for the ailing public.

Expanding telemedicine to reduce the burden on the healthcare systems and poverty in Africa for a post-coronavirus disease 2019 (COVID-19) pandemic reformation

The coronavirus disease 2019(COVID-19)global public health emergency,has exposed the fragility of health systems.Access to healthcare became a scarce commodity as healthcare providers and resource-poor popula­tions became victims of the novel corona virus.Therefore,this study focuses on Africa’s readiness to integrate telemedicine into the weak health systems and its adoption may help alleviate poor healthcare and poverty after COVID-19.We conducted a narrative review through different search strategies in Scopus on January 20,2021,to identify available literature reporting implementation of various telemedicine modes in Africa from January 1,2011 to December 31,2020.We summarized 54 studies according to geographies,field,and implementation methods.The results show a willingness to adopt telemedicine in the resource-poor settings and hard-to-reach populations,which will bring relief to the inadequate healthcare systems and alleviate poverty of those who feel the burden of healthcare cost the most.With adequate government financing,telemedicine promises to enhance the treating of communicable and non-communicable diseases as well as support health infrastructure.It can also alleviate poverty among vulnerable groups and hard-to-reach communities in Africa with adequate government financing.However,given the lack of funding in Africa,the challenges in implementing telemedicine require global and national strategies before it can yield promising results.This is especially true in regards to alleviating the multidimensionality of poverty in post-COVID-19 Africa.

Application of non-mydriatic fundus photography-assisted telemedicine in diabetic retinopathy screening

BACKGROUND Early screening and accurate staging of diabetic retinopathy(DR)can reduce blindness risk in type 2 diabetes patients.DR’s complex pathogenesis involves many factors,making ophthalmologist screening alone insufficient for prevention and treatment.Often,endocrinologists are the first to see diabetic patients and thus should screen for retinopathy for early intervention.AIM To explore the efficacy of non-mydriatic fundus photography(NMFP)-enhanced telemedicine in assessing DR and its various stages.METHODS This retrospective study incorporated findings from an analysis of 93 diabetic patients,examining both NMFP-assisted telemedicine and fundus fluorescein angiography(FFA).It focused on assessing the concordance in DR detection between these two methodologies.Additionally,receiver operating characteristic(ROC)curves were generated to determine the optimal sensitivity and specificity of NMFP-assisted telemedicine,using FFA outcomes as the standard benchmark.RESULTS In the context of DR diagnosis and staging,the kappa coefficients for NMFPassisted telemedicine and FFA were recorded at 0.775 and 0.689 respectively,indicating substantial intermethod agreement.Moreover,the NMFP-assisted telemedicine’s predictive accuracy for positive FFA outcomes,as denoted by the area under the ROC curve,was remarkably high at 0.955,within a confidence interval of 0.914 to 0.995 and a statistically significant P-value of less than 0.001.This predictive model exhibited a specificity of 100%,a sensitivity of 90.9%,and a Youden index of 0.909.CONCLUSION NMFP-assisted telemedicine represents a pragmatic,objective,and precise modality for fundus examination,particularly applicable in the context of endocrinology inpatient care and primary healthcare settings for diabetic patients.Its implementation in these scenarios is of paramount significance,enhancing the clinical accuracy in the diagnosis and therapeutic management of DR.This methodology not only streamlines patient evaluation but also contributes substantially to the optimization of clinical outcomes in DR management.

Telemedicine and digital management in repair and regeneration after nerve injury and in nervous system diseases

To the editor, We read with interest the article, ＂Facilitating transparency in spinal cord injury studies using data standards and ontol- ogles＂ by Professor Vance E Lemmon, University of Miami, USA （Lemmon et al., 2014） and would like to add to the discussion on digital management in spinal cord injury. We have analyzed the advancements in the treatment of spinal cord injury, traumatic brain jury. Encouraging outcomes injury and peripheral nerve in- have been achieved in the area of regulating axon growth in vivo and in vitro. However, such a large amount of information neither provides in-depth insight for other scholars nor provides detailed therapeutic nrotocols for clinical studies.

Application of the Modified Early Obstetric Warning System in Three Patients with Obstetric Sepsis Through a Telemedicine System

To editor:Maternal sepsis represents the third cause of maternal mortality worldwide and the diagnosis delay portrays a great contribution due to its high lethality.The Modified Early Obstetric Warning System is an early detection tool validated in maternal sepsis scenarios.

Enhancing diabetic retinopathy screening:Non-mydriatic fundus photography-assisted telemedicine for improved clinical management

The utilization of non-mydriatic fundus photography-assisted telemedicine to screen patients with diabetes mellitus for diabetic retinopathy provides an accurate,efficient,and cost-effective method to improve early detection of disease.It has also been shown to correlate with increased participation of patients in other aspects of diabetes care.In particular,patients who undergo teleretinal imaging are more likely to meet Comprehensive Diabetes Care Healthcare Effectiveness Data and Information Set metrics,which are linked to preservation of quality-adjusted life years and additional downstream healthcare savings.

Improving BMI in Children While Utilizing Pediatric Provider Guided Telemedicine: A Pilot Study

Background: Childhood obesity is dramatically on the rise throughout the world. Screening and prevention are ideal, but treatment becomes necessary when a child’s body mass index (BMI) is 95% and greater. Obesity related illness leads to premature death. Local Problem: The current practice at the clinical site for this project is to send the child for lab work and follow up in three months after implementing lifestyle changes, including diet and exercise. Follow-up visits, often canceled or forgotten, contribute to a lack of evaluation and not being seen until the next annual well visit. Methods: The measurable outcomes are the pre and post BMI measurements. A paired t-test was used for data analysis. Compliance with the program was determined by the dietary logs. Interventions: The childhood obesity project was a self-management project, incorporating weekly telemedicine visits with a pediatric provider. The child’s progress was documented via the dietary log and addressed weekly with the provider. Results: There were five participants at the completion of the program. The BMI levels of the pre-intervention period (M = 21.06, SD = 2.86563) and the post-intervention period (M = 20.9, SD = 3.13688) indicated that there was not a significant change in participant BMI as a result of the eight-week intervention period, t(4) = 0.436, p = 0.685. Conclusions: This program is feasible and can be utilized by other families and providers in futures studies. The availability of telemedicine is convenient for busy families. Further studies are recommended with a larger sample size and a longer implementation period to recognize improved change.

TELEMEDICINE FOR AMBLYOPIA TREATMENT BASED ON INTERNET

Amblyopia is a common eye d isease caught by many children. For some reason, the traditional treating method is unsatisfactory and ineffective. By connecting home and hospital through Inte rnet, patients can receive service of treatment designed for their own purpose. Thus the effectiveness of therapy is expected to have sigificent improvment. A n ew Internet based telemedicine system for amblyopia is put forward in this pape r with further discussions of its principles, framework and implementation method s.

Strategic insights of telehealth platforms and strengths,weaknesses,opportunities,and threats analysis of Amazon's clinical endeavors

BACKGROUND The adoption of telehealth services surged after the coronavirus disease 2019 pandemic,revolutionizing traditional healthcare delivery models.Amazon Clinic's recent nationwide launch marks a significant milestone in this trend.This study aims to offer a strengths,weaknesses,opportunities,and threats(SWOT)analysis of Amazon Clinic and compare its features with leading virtual healthcare platforms.AIM To evaluate Amazon Clinic's telehealth services through a SWOT analysis and compare its features with other leading virtual healthcare platforms.METHODS The initial search terms included were,amazon clinic odds ratio(OR)amwell OR Teladoc OR Walmart virtual health service OR CVS minute clinic OR CirrusMD OR brightside health,from 2000 to 2023.This search yielded 111 articles,from which duplicates were removed,and unrelated titles were filtered out.Eight articles were retained for a final review,including comparative studies,usability research,retrospective analyses,observational studies,and review articles.The data was organized and analyzed using Rayyan software and summarized in a table and PRISMA flowcharts.RESULTS The review included eight articles focusing on various aspects of telehealth.Comparative studies highlighted differences between Teladoc and traditional physician offices,noting lower diagnostic imaging orders and antibiotic prescriptions for Teladoc.User demographics for Teladoc showed younger,less engaged patients.Usability studies emphasized the importance of website design for telemedicine adoption.Tele-mental health platforms like Brightside showed superior outcomes in treating depression compared to traditional methods.Telemedicine for specialized fields like skin reconstruction demonstrated cost efficiency and reduced waiting times.The SWOT analysis identified Amazon Clinic's strengths,such as its vast consumer base and transparent pricing,and weaknesses like the lack of pediatric care.Opportunities included potential partnerships and service expansions,while threats involved competition and regulatory challenges.CONCLUSION Amazon Clinic's entry into the telehealth sector represents a significant development with various strengths and opportunities.However,it faces challenges from established healthcare providers and regulatory landscapes.The future success of Amazon Clinic will depend on strategic collaborations,addressing service gaps,and navigating competition and regulations.Telemedicine's impact will hinge on its ability to effectively leverage these opportunities and overcome inherent challenges in the ever-evolving healthcare landscape.

Robust Reversible Audio Watermarking Scheme for Telemedicine and Privacy Protection

The leakage of medical audio data in telemedicine seriously violates the privacy of patients.In order to avoid the leakage of patient information in telemedicine,a two-stage reversible robust audio watermarking algorithm is proposed to protect medical audio data.The scheme decomposes the medical audio into two independent embedding domains,embeds the robust watermark and the reversible watermark into the two domains respectively.In order to ensure the audio quality,the Hurst exponent is used to find a suitable position for watermark embedding.Due to the independence of the two embedding domains,the embedding of the second-stage reversible watermark will not affect the first-stage watermark,so the robustness of the first-stage watermark can be well maintained.In the second stage,the correlation between the sampling points in the medical audio is used to modify the hidden bits of the histogram to reduce the modification of the medical audio and reduce the distortion caused by reversible embedding.Simulation experiments show that this scheme has strong robustness against signal processing operations such as MP3 compression of 48 db,additive white Gaussian noise(AWGN)of 20 db,low-pass filtering,resampling,re-quantization and other attacks,and has good imperceptibility.

A Portable Fall Detection and Alerting System Based on k-NN Algorithm and Remote Medicine

This paper presents information on a portable fall detection and alerting system mainly consisting of a custom vest and a mobile smart phone. A wearable motion detection sensor integrated with tri-axial accelerometer, gyroscope and Bluetooth is built into a custom vest worn by elderly. The vest can capture the reluctant acceleration and angular velocity about the activities of daily living(ADLs) of elderly in real time. The data via Bluetooth is then sent to a mobile smart phone running a fall detection program based on k-NN algorithm. When a fall occurs the phone can alert a family member or health care center through a call or emergent text message using a built in Global Positioning System. The experimental results show that the system discriminates falls from ADLs with a sensitivity of 95%, and a specificity of 96.67%. This system can provide remote monitoring and timely help for the elderly.

Improving cirrhosis care: The potential for telemedicine and mobile health technologies

Decompensated cirrhosis is a condition associated with significant morbidity and mortality. While there have been significant efforts to develop quality metrics that ensure high-value care of these patients, wide variations in clinical practice exist. In this opinion review, we discuss the quality gap in the care of patients with cirrhosis, including low levels of compliance with recommended cancer screening and other clinical outcome and patient-reported outcome measures. We posit that innovations in telemedicine and mobile health (mHealth) should play a key role in closing the quality gaps in liver disease management. We highlight interventions that have been performed to date in liver disease and heart failurefrom successful teleconsultation interventions in the care of veterans with cirrhosis to the use of telemonitoring to reduce hospital readmissions and decrease mortality rates in heart failure. Telemedicine and mHealth can effectively address unmet needs in the care of patients with cirrhosis by increasing preventative care, expanding outreach to rural communities, and increasing high-value care. We aim to highlight the benefits of investing in innovative solutions in telemedicine and mHealth to improve care for patients with cirrhosis and create downstream cost savings.

The effect of digital health technologies on managing symptoms across pediatric cancer continuum:A systematic review

Objective:Pediatric cancer patients endure multiple symptoms during treatment and also in survivorship.Digital health technologies provide an innovative way to support their symptom management.This review aimed to examine the effect of digital health technologies on managing symptoms among across pediatric cancer continuum.Methods:A systematic literature search of six English and three Chinese electronic databases was combined with hand searching,to identify eligible research studies from database establishment to November 30,2019.Two reviewers carried out data selection,data extraction,and quality appraisal independently.A narrative approach was taken to summarize data.Results:Four randomized control trials,two quasi-experiments,and five one group pre-posttest designed studies,were included in the review with a total of 425 participants.The methodological quality of the studies was generally fair.Seven symptoms(anxiety,depression,pain,anger,fatigue,fear,distress)and seven digital health technologies(visual reality,website,humanoid robot,app,wearable devices,short messages and videoconference)were reported in the included studies.Conclusions:Current evidence supports the effect of digital health technologies is generally mixed and inconclusive.There is a trend of positive effects found in the interventions that feature digital health technologies’interactive function.This review highlights the need for further investigation with rigorous research designs and the consideration of influencing factors from the symptoms,participants,and context levels to inform a better digital health implementation.

Efficacy of telemedicine on glycaemic control in patients with type 2 diabetes:A meta-analysis

BACKGROUND Telemedicine is defined as the delivery of health services via remote communication and technology.It is a convenient and cost-effective method of intervention,which has shown to be successful in improving glyceamic control for type 2 diabetes patients.The utility of a successful diabetes intervention is vital to reduce disease complications,hospital admissions and associated economic costs.AIM To evaluate the effects of telemedicine interventions on hemoglobin A1c(HbA1c),systolic blood pressure(SBP),diastolic blood pressure(DBP),body mass index(BMI),post-prandial glucose(PPG),fasting plasma glucose(FPG),weight,cholesterol,mental and physical quality of life(QoL)in patients with type 2 diabetes.The secondary aim of this study is to determine the effect of the following subgroups on HbA1c post-telemedicine intervention;telemedicine characteristics,patient characteristics and self-care outcomes.METHODS PubMed Central,Cochrane Library,Embase and Scopus databases were searched from inception until 18th of June 2020.The quality of the 43 included studies were assessed using the PEDro scale,and the random effects model was used to estimate outcomes and I2 for heterogeneity testing.The mean difference and standard deviation data were extracted for analysis.RESULTS We found a significant reduction in HbA1c[-0.486%;95%confidence interval(CI)-0.561 to-0.410,P<0.001],DBP(-0.875 mmHg;95%CI-1.429 to-0.321,P<0.01),PPG(-1.458 mmol/L;95%CI-2.648 to-0.268,P<0.01),FPG(-0.577 mmol/L;95%CI-0.710 to-0.443,P<0.001),weight(-0.243 kg;95%CI-0.442 to-0.045,P<0.05),BMI(-0.304;95%CI-0.563 to-0.045,P<0.05),mental QoL(2.210;95%CI 0.053 to 4.367,P<0.05)and physical QoL(-1.312;95%CI 0.545 to 2.080,P<0.001)for patients following telemedicine interventions in comparison to control groups.The results of the meta-analysis did not show any significant reductions in SBP and cholesterol in the telemedicine interventions compared to the control groups.The telemedicine characteristic subgroup analysis revealed that clinical treatment models of intervention,as well as those involving telemonitoring,and those provided via modes of videoconference or interactive telephone had the greatest effect on HbA1c reduction.In addition,interventions delivered at a less than weekly frequency,as well as those given for a duration of 6 mo,and those lead by allied health resulted in better HbA1c outcomes.Furthermore,interventions with a focus on biomedical parameters,as well as those with an engagement level>70%and those with a drop-out rate of 10%-19.9%showed greatest HbA1c reduction.The patient characteristics investigation reported that Hispanic patients with T2DM had a greater HbA1c reduction post telemedicine intervention.For self-care outcomes,telemedicine interventions that resulted in higher postintervention glucose monitoring and self-efficacy were shown to have better HbA1c reduction.CONCLUSION The findings indicate that telemedicine is effective for improving HbA1c and thus,glycemic control in patients with type 2 diabetes.In addition,telemedicine interventions were also found to significantly improved other health outcomes as well as QoL scores.The results of the subgroup analysis emphasized that interventions in the form of telemonitoring,via a clinical treatment model and with a focus on biomedical parameters,delivered at a less than weekly frequency and 6 mo duration would have the largest effect on HbA1c reduction.This is in addition to being led by allied health,through modes such as video conference and interactive telephone,with an intervention engagement level>70%and a drop-out rate between 10%-19.9%.Due to the high heterogeneity of included studies and limitations,further studies with a larger sample size is needed to confirm our findings.

Telemedicine in the COVID-19 era:Taking care of children with obesity and diabetes mellitus

Severe acute respiratory syndrome coronavirus 2 infection was declared a pandemic in January 2020.Since then,several measures to limit virus transmission have been imposed;among them,home confinement has been the most severe,with drastic changes in the daily routines of the general population.The“stay at home”rule has impaired healthcare service access,and patients with chronic conditions were the most exposed to the negative effects of this limitation.There is strong evidence of the worsening of obesity and diabetes mellitus in children during this period.To overcome these issues,healthcare providers have changed their clinical practice to ensure follow-up visits and medical consultation though the use of telemedicine.Telemedicine,including telephone calls,videocalls,data platforms of shared telemedicine data platforms mitigated the negative effect of pandemic restrictions.Published evidence has documented good metabolic control and weight management outcomes in centers that performed extensive telemedicine services last year during the pandemic.This review discusses studies that investigated the use of telemedicine tools for the management of pediatric obesity and diabetes.

Importance of telemedicine in diabetes care: Relationships between family physicians and ophthalmologists

Diabetic retinopathy(DR) is the worldwide leading cause of legal blindness. In 2010, 1.9% of diabetes mellitus(DM) patients were legally blind and 10.2% had visual impairment. The control of DM parameters(glycemia, arterial tension and lipids) is the gold standard for preventing DR complications, although, unfortunately, DR still appeared in a 25% to 35% of patients. The stages of severe vision threading DR, include proliferative DR(6.96%) and diabetic macular edema(6.81%). This review aims to update our knowledge on DR screening using telemedicine, the different techniques, the problems, and the inclusion of different professionals such as family physicians in care programs.