AI and ICU Monitoring on the Wake of the COVID-19 Pandemic

The Intensive Care Unit (ICU) is a paradigmatic example of the potential reach of data-centred knowledge discovery. This is because the contemporary ICU heavily depends on medical devices for patient monitoring through electronic data acquisition. This poses a unique opportunity for multivariate data analysis to support evidence-based medicine (EBM), particularly in the form of Artificial Intelligence (AI) approaches. The COVID-19 pandemic has tested the limits of critical care management, often overwhelming ICUs. In this brief chapter, we sketch the role of AI, especially in the form of Machine Learning (ML), at the ICU and discuss what can it offer to address COVID-19 disruption in this environment. © The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2022.

Telehealth and its impact on the management of type 2 diabetes

The recent Covid-19 pandemic has created many challenges and barriers in healthcare, which includes the treatment and management of patients with type 2 diabetes (Robson & Hosseinzadeh, 2021). The purpose of this Evidence-Based Project (EBP) project is to evaluate the effectiveness of type 2 diabetes management through telehealth and answers the following PICOT question: In patients with diabetes type 2 who have difficulties with medical visit compliance (P), will the telehealth platform (I), compared to patient's previous visit HbA1c (C) improve the Hemoglobin A1c (HbA1c) diagnostic marker (O) over a 12-week period(T)? An extensive literature search of five databases was performed, citation chasing, and a hand search yielded fourteen pieces of evidence ranging from level I to VI (Melnyk & Fineout-Overholt, 2019). The pieces of evidence selected for this project support the evidence that telehealth implementation is as effective as the "usual care" or in-person visits to treat type 2 diabetes. The John Hopkins Nursing Evidence-Based Practice (JHNEBP) model was selected. Patients with a HbA1c of greater than 6.7% have been asked to schedule two six-week telehealth visits. During the live video visit, a review of medications, and diabetes self-management education (DSME) will be conducted. Participants will be provided with education to promote lifestyle modifications. The visits will be conducted through an Electronic Medical Record (EMR) system that is Health Insurance Portability and Accountability Act (HIPAA) compliant. A paired t-Test will be used with the data collected from the pre-and post-HbA1c. Improve the management of type 2 diabetes with the incorporation of telemedicine in primary care. Research supports the need to further expand the use of telehealth in primary care, to improve patient outcomes and decrease co-morbidities related to type 2 diabetes.

Cutting through the noise during crisis by enhancing the relevance of research to policymakers

Background:It is widely recognised that policymakers use research deemed relevant, yet little is understood about ways to enhance perceived relevance of research evidence. Observing policymakers' access of research online provides a pragmatic way to investigate predictors of relevance.Aims and objectives:This study investigates a range of relevance indicators including committee assignments, public statements, issue prevalence, or the policymaker's name or district.Methods:In a series of four rapid-cycle randomised control trials (RCTs), the present work systematically explores science communication strategies by studying indicators of perceived relevance. State legislators, state staffers, and federal staffers were emailed fact sheets on issues of COVID (Trial 1, N = 3403), exploitation (Trial 2, N = 6846), police violence (Trial 3, N = 3488), and domestic violence (Trial 4, N = 3888).Findings:Across these trials, personalising the subject line to the legislator's name or district and targeting recipients based on committee assignment consistently improved engagement. Mentions of subject matter in public statements was inconsistently associated, and state-level prevalence of the issue was largely not associated with email engagement behaviour.Discussion and conclusions:Together, these results indicate a benefit of targeting legislators based on committee assignments and of personalising the subject line with legislator information. This work further operationalises practical indicators of personal relevance and demonstrates a novel method of how to test science communication strategies among policymakers. Building enduring capacity for testing science communication will improve tactics to cut through the noise during times of political crisis.

The role of 'non-knowledge' in crisis policymaking: a proposal and agenda for future research

Background: Recent complex and cross-boundary policy problems, such as climate change, pandemics, and financial crises, have recentred debates about state capacity, democratic discontent and the 'crisis of expertise'. These problems are contested and open to redefinition, misunderstanding, spin, and deception, challenging the ability of policymakers to locate, discriminate, comprehend, and respond to competing sources of knowledge and expertise. We argue that 'non-knowledge' is an under-explored aspect of responses to major policy crises. Key points: While discussed in recent work in sociology and other social sciences, non-knowledge has been given less explicit attention in policy studies, and is not fully captured by orthodox understandings of knowledge and evidence use. We outline three main forms of non-knowledge that challenge public agencies: amnesia, ignorance and misinformation. In each case, 'non-knowledge' is not simply the absence of policy-relevant knowledge. Amnesia refers to what is forgotten, reinvented or 'unlearned', while claims of ignorance involve obscuring or casting aside of relevant knowledge that could (or even should) be available. To be misinformed is to actively believe false or misleading information. In each instance, non-knowledge may have strategic value for policy actors or aid the pursuit of self-interest. Conclusions and implications: We demonstrate the relevance of non-knowledge through a brief case study, emerging from the inquiry into the COVID-19 hotel quarantine programme in the Australian state of Victoria. We argue that both amnesia and 'practical' forms of ignorance contributed to failures during the early part of the programme. © Policy Press 2023.

A Systematic Review Identifying Adverse Health Outcomes and Mortality Rates Associated with Telehealth

Background: The literature supporting telehealth management is growing accelerated by the COVID-pandemic. We hypothesize that there are risks of adverse events associated with telehealth interventions. Methods: A review of PubMed (including MEDLINE), Embase, ISI (Web of Science), VHL/GHL, Scopus, Science Direct, and PsycINFO was conducted for all adverse events associated with telehealth from January 1, 1960 to March 1, 2021. This systematic review and meta-analyses were conducted according to the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines. Results: Of 5,144 citations 78 published studies met criteria for quality evaluation and underwent full text ion including the qualitative synthesis. Of the 78 included studies 8 were included in the quantitative synthesis resulting in 2 meta-analyses. The results of the meta-analysis suggest that monitoring patients using telehealth techniques is associated with 40% lower mortality risks among patients suffering from heart failure, compared to those who received traditional care. The results of the random-effects meta-analysis showed the pooled relative risk of mortality to be 0.60, indicating that patients that underwent telemonitoring had a lower mortality risk compared with the patients that underwent usual care. Among patients with heart implants, patients who received telemonitoring had a 35% lower mortality risk compared to patients receiving traditional care. Conclusions: While RCTs of telehealth interventions demonstrate enhanced patient outcomes in a number of studies and pave the way to evidence-based practice, the heterogeneity of the research questions suggest an important need for more complementary studies with consistent outcome assessments.

Envisioning innovative post-COVID approaches toward LTCF design in dense urban areas: Exploring an evidence-based design prototype

The COVID-19 (coronavirus disease 2019) pandemic has posed greater challenges to older adults, especially those who live in congregated long-term care facilities (LTCFs) in dense urban settings. These facilities struggle with high rates of COVID-19 infections and other challenges that undermine LTCF residents' well-being. These challenges, including social isolation and limited access to nature and community, have been exacerbated by the pressures of the pandemic. This has led to feelings of loneliness, depression, and other mental health issues among residents and a higher risk of psychological stress and infection among nurses. The pandemic has challenged the existing built environment of LTCFs. Issues regarding physical and mental health, quality of life (QoL), infection control, and pandemic resiliency have been shown to be increasingly interwoven. This chapter envisions innovative approaches toward a post-COVID-19 environment for older adults and their caregivers. This chapter provides an extensive review and synthesis of the lessons learned from LTCFs during the pandemic, with a focus on how their experience was impacted by design. The authors also draw from current design trends to identify their potential to support residents', staff, and visitors' needs during and after pandemics. From these learnings, the following design principles were developed: (1) small household model, (2) biophilic design, (3) intergenerational community, and (4) multi-tier infection control strategies. These design principles were then translated to a prototype through a graduate capstone studio project, which provides a visual illustration of how these evidence-based design solutions can be applied within a dense urban environment. (PsycInfo Database Record (c) 2023 APA, all rights reserved)

Remote and digitally delivered mental health support for care-experienced young people: Some practice-based reflections in response to cummings (2023)

In a recent contribution to this journal, Cummings (2023) reports findings from a preliminary qualitative study of practitioner viewpoints regarding digitally delivered mental health support to care-experienced young people. Cummings' study highlights the need to engage with professional experiences of using digital methods with this group, both during and outside of the COVID-19 pandemic. A response to - and commentary on - Cummings' contribution is provided, to advance discussion of issues identified by the research. We reflect on our experience as practitioners and researchers working in and alongside specialist child and adolescent mental health service teams serving care-experienced children and young people. We focus on workspaces in remote working, therapeutic technique in online and telephone-based care, and virtues and challenges of remote care delivery. (PsycInfo Database Record (c) 2023 APA, all rights reserved)

A Systematic Review of the Efficacy of Haemostatic Interventions in Primary Cleft Palate Repair.

OBJECTIVE: To evaluate the effectiveness of adrenaline infiltration, topical adrenaline, systemic tranexamic acid, fibrin tissue sealants and alginate-based topical coagulants at reducing blood loss and post-operative bleeding in primary cleft palate repair. DESIGN: Systematic review according to PRISMA-P guidelines, using Covidence systematic review software to facilitate 3-stage screening and data extraction by two reviewers. SETTING: Academic cleft surgery center. INTERVENTIONS: Any peri-operative intervention to reduce intra-operative and post-operative bleeding. MAIN OUTCOME MEASURES: Estimated blood loss, rate of post-operative bleeding, rate of return to theatre for haemostasis. RESULTS: Sixteen relevant studies were identified, with a total of 1469 study participants. Nine studies examined efficacy of infiltrating vasoconstrictors and all concluded that 1:100,000-1:400,000 adrenaline infiltration reduced intra-operative blood loss, to the range of 12-60 ml. Secondary bleeding and re-operation for haemostasis were uncommon. Tranexamic acid was studied in five randomised controlled trials, two of which demonstrated a significant reduction in blood loss compared to a control group. Use of fibrin and gelatin sponge products was examined in 3 studies, all of which reported no or minimal bleeding, but did not have quantifiable outcome measures. CONCLUSIONS: Infiltration with vasoconstricting agents, administration of systemic tranexamic acid and application of fibrin sealants have a well-studied and favorable safety profile in pediatric cases, and likely contribute to the relatively low incidence of post-operative bleeding and intra-operative blood loss in primary cleft palate repair.

A Review of the COVID-19 Mental Health Impact in Post-Conflict Settings: Bridging the Mental Health Gap with Case Exemplars from an Implementation Science Lens.

The COVID-19 pandemic has further aggravated the burden of mental health and presents an opportunity for public health research to focus on evidence-based interventions appropriate for populations residing in resource-constrained, post-conflict settings. Post-conflict settings have a higher service gap in mental health and fewer protective factors, such as economic and domestic security. Post-conflict settings are defined as locations where open warfare has ended but resulting challenges have remained for years. A strong emphasis on the engagement of diverse stakeholders is needed to arrive at sustainable and scalable solutions to mental health service delivery. This review discusses mental health service delivery gaps in post-conflict settings, highlights the urgency of the matter in the context of the COVID-19 pandemic, and provides recommendations for service gaps from evidence-based case study exemplars with an implementation science lens using the Consolidated Framework for Implementation Research (CFIR) as guide to improving adaptation and uptake.

[Acute Cough in Adult Patients]. / Akuter Husten bei erwachsenen Patient*innen.

Background: Acute cough (< 8 weeks) is a frequent complaint in family practice consultations. The most common cause are respiratory infections. The Guideline "Acute and chronic cough" of the German College of General Practitioners and Family Physicians (DEGAM) was updated in 2021 and contains recommendations for an evidence-based approach for the management of acute cough in primary care. Methods: The guideline has been updated in accordance with the findings of a systematic search of the literature for international guidelines and systematic reviews. All recommendations were developed by an interdisciplinary guideline committee and agreed by formal consensus. Results: History-taking, exclusion of red flags and a physical examination are the basis of diagnostic evaluation. If an acute, uncomplicated bronchitis is likely, no laboratory tests, sputum diagnostics, or chest x-rays should be performed, and antibiotics should not be administered. Evidence based strategies to avoid antibiotic therapy (delayed prescribing, shared decision making, point-of-care-tests) can be used. There is inadequate evidence for the efficacy of antitussive or expectorant drugs against acute cough. The state of the evidence for phytotherapeutic agents is heterogeneous; clinical importance is minimal. COVID-19 should currently be considered in cases of acute respiratory symptoms. If specific symptoms or red flags occur, further diagnoses in the context of acute cough such as community-acquired pneumonia, influenza disease and exacerbations of chronic respiratory diseases (bronchial asthma, COPD) should be taken into consideration. Conclusions: These evidence-based recommendations are intended to reduce the use of antibiotics to treat colds and acute bronchitis, for which they are not indicated. Further clinical trials of symptomatic treatments for cough should be performed in order to extend the evidence base.

"The History of Chinese Medicine Really Is Very Detailed Regarding Pandemics": A Qualitative Analysis of Evidence-Based Practice and the Use of Chinese Herbal Medicine by Licensed Acupuncturists During the COVID-19 Pandemic in the United States.

Objective: The objective of this qualitative study was to understand how licensed acupuncturists determined treatment strategies for patients with symptoms likely related to COVID-19 using Chinese herbal medicine (CHM) and the impact of the pandemic upon their clinical practice. Methods: A qualitative instrument was developed with questions aligned with when participants started treating patients with symptoms likely related to COVID-19 and the availability of information related to the use of CHM for COVID-19. Interviews took place between March 8 and May 28, 2021, and were transcribed verbatim by a professional transcription service. Inductive theme analysis and ATLAS.ti Web software were used to determine themes. Results: Theme saturation was achieved after 14 interviews lasting 11-42 min. Treatment predominantly started before mid-March 2020. Four themes emerged (1) information sources; (2) diagnostic and treatment decision-making; (3) practitioner experience; (4) resources and supplies. Conclusion: Primary sources of information informing treatment strategies came from China through professional networks and were widely disseminated throughout the United States. Scientific studies evaluating the effectiveness of CHM for COVID-19 were generally not deemed useful for informing patient care because treatment had been initiated before they were published and because of limitations associated with the research and the ability to apply it to real world practice.

Quality Improvement Evaluation of a Veterans' Palliative Care Telehealth Music Therapy Program

Music therapy is an important psychosocial aspect of hospice and palliative care programs to address pain, grief, and anxiety. The COVID-19 pandemic introduced new challenges to psychosocial therapies in palliative care, including the inability of families to be at the bedside of seriously ill patients, and the need to provide services remotely through video technology. Due to this sudden shift in service delivery, music therapists adapted without research evidence or evaluation of service quality. This evidence-based quality improvement (QI) evaluation examined the program effectiveness of music therapy telehealth services at one Veterans Affairs Medical Center (VAMC) for patients in palliative care, their family members, and VAMC staff during this time of societal grief, anxiety, and isolation. Evaluation metrics included patient (n = 39), staff (n = 27), and family member (n = 3) responses to QI surveys, and analysis of journal entries from key stakeholders (i.e., music therapist, nurse case manager, palliative care physician). We conducted a content analysis of QI surveys and completed the first and second cycle coding of journal entries. Results from the QI survey indicated that music therapy telehealth provided affective and interpersonal benefits, and increased compliance with other therapies. Reflections from key stakeholders included clinical recommendations for service implementation and descriptions of the influence of the telehealth modality on the therapeutic relationship. Findings suggested that music therapy telehealth services can provide psychosocial support for veterans, families, and staff in palliative care. QI research may be utilized to provide helpful ongoing feedback regarding clinical effectiveness.

Digital welfare state and problem arising: an exploration and future research agenda

PurposeThe penetration of technology and the strengthening of evidence-based policies have paved the way for the automated delivery of social services. This study aims to discuss the inherent risks of this automatization, particularly those associated with the discrimination, exclusion and inequality problem, which the authors package under the theoretical umbrella of a digital welfare state (DWS).Design/methodology/approachThis conceptual article reviews the literature on the welfare DWS, with an empirical focus on the recent experience of selected countries from India, Kenya and Sweden. These countries reflect three different types of welfare regimes but are connected by the same digital social risk. The authors' exploration also includes questions about what this DWS has in common with and how it differs from the previous era. This article illustrates that there has been a very similar trajectory in regards to the development of the DWS and the associated risks in the examined countries.FindingsDWS has triggered new social risks (e.g. discrimination, exclusion and inequality in welfare access) that are a result of data breaches experienced by citizens. Further, vulnerable groups in the digital age should be viewed not only as those who lack access to welfare services, such as education, health and employment, but also as those without internet access, without digital skills and excluded from the DWS system.Originality/valueThe article calls for the development of scholarly research into the DWS in particular and the contemporary one in general. The authors also predict that a critical aspect of the future regime typology rests in the ability to mobilize resources to address contemporary digital risks, as every country is equally vulnerable to them. Overall, this article can be considered to be one of the initial works that focus on cross-national comparison across different meta-welfare regimes.

Organization of medical care for patients with colorectal cancer during coronavirus-19 pandemic (review)

The COVID-19 pandemic, with it is rapid increase in new cases and deaths, has caused hospital overload around the world, creating an unprecedented challenge for health systems and requiring the rapid development of reliable and evidence-based guidelines. Moreover, this has led to urgent identification of non-COVID health priorities. The cancer service must be restructured. Diagnosis and treatment for colorectal cancer in the background of the COVID-19 pandemic requires a restrained approach based on the priority of patient care.Copyright © 2021, Association of Coloproctologists of Russia. All rights reserved.

Treatment of coronavirus disease 2019: Timing determines prognosis

The global epidemic of coronavirus disease 2019 (COVID-19) is still growing. The response to this emerging disease should be considered with the context of its clinical characteristics and pathophysiological mechanisms. Although available therapeutic options are still very limited, current experience has suggested that the choice of clinical strategies should be based upon the disease stage and immune functions of the patients. The present article reviews the clinical characteristics of COVID-19 and current evidence of various treatment approaches. Combined with first-line experience, we summarize the current clinical strategies for COVID-19 management based on disease progress and staging.Copyright © 2021, Peking Union Medical College Hospital. All rights reserved.

Implementation of evidence-based practice in nursing education

Implementing evidence-based practice (EBP) in health care is an essential part of the primary response to the challenges of health care services. Improving nursing practice in the healthcare system is intended to enhance the care experience, improve the health status of society, and reduce per capita healthcare costs. Several studies show that most of what nurses do today is based more on experience, tradition, and gut feelings than on evidence. This study conducted a literature review and bibliometric analysis on papers published from 2017-2022 about evidence-based practice in nursing. From 2017 to 2020, the number of nursing research projects that used evidence-based practice went up. The number of studies has significantly decreased between 2021 and 2022. The results of bibliometric data mapping found 31 relevant items based on keywords. Each item is divided into four clusters. Evidence-based, guideline-based, and nursing students are the most commonly used terms. The most frequently investigated topics in EBP research projects are implementation (skills and theory), and the most recent topic was the COVID-19 pandemic in 2022. Furthermore, numerous methods have been proven effective in implementing EBP in nursing;constructive model, simulation technology-based learning, and multifaceted intervention. These findings may also be used as a foundation for the development of continuing professional development of clinical nurse education and practice. © 2023 Nova Science Publishers, Inc. All rights reserved.

Salivary Analysis for Evidence based Ayurvedic Diagnosis

Ayurveda is called Mother of all medical sciences. It's the oldest therapeutic and medicinal treatment invented in ancient India. Ayurveda or Ayurvedic treatment is bit different from modern medical science. It believes in Nadi Pariksha and many subjective parameters are included to start diagnosis of disease. Whereas modern medical science has different approach of disease diagnosis. It utilizes different tools and testing to diagnose a disease effectively. Saliva analysis is already accepted in modern medical as an important bio-substance, as we see in COVID-19, but not in ayurveda. This paper shows how salivary analysis can act as an evidential proof for diagnosing a disease, in the ayurvedic way. The salivary contents can be analyzed use various biosensors. One of these is Surface Enhanced Raman Spectroscopy (SERS) platform. It allows molecular detection in bio fluids like saliva, sweat, urine, etc. The saliva analysis using SERS technique will help to detect various trace level molecules which is likely to assist the Ayurvedic diagnosis more accurately and dependency on subjective parameters will reduce to evaluate patient's condition. © 2023 IEEE.

Mitigation of COVID-19 During Dental Treatment in a State Prison System.

In congregate living settings when active coronavirus disease 2019 (COVID-19) transmission is present, limiting the scope of dental care to urgent and emergent treatment minimizes exposure risk for patients and staff. Engineering controls to mitigate aerosol production during dental procedures, including enhanced high-volume evacuation, high-efficiency particulate absorbing air filtration, and the use of a dental dam provide additional protection for dental providers and staff. Properly fitted N-95 respirators are of particular importance to limit COVID-19 transmission when SARS-CoV-2 containing aerosols may be present. When patients are known to be COVID-19 positive, the use of powered air-purifying respirators is appropriate. Further protection against the spread of disease among patients and staff may be provided by point-of-care testing for patients prior to dental procedures during outbreaks.

Good or best practice statements: proposal for the operationalisation and implementation of GRADE guidance.

An evidence-based approach is considered the gold standard for health decision-making. Sometimes, a guideline panel might judge the certainty that the desirable effects of an intervention clearly outweigh its undesirable effects as high, but the body of supportive evidence is indirect. In such cases, the application of the Grading of Recommendations, Assessment, Development and Evaluations (GRADE) approach for grading the strength of recommendations is inappropriate. Instead, the GRADE Working Group has recommended developing ungraded best or good practice statement (GPS) and developed guidance under which circumsances they would be appropriate.Through an evaluation of COVID-1- related recommendations on the eCOVID Recommendation Map (COVID-19.recmap.org), we found that recommendations qualifying a GPS were widespread. However, guideline developers failed to label them as GPS or transparently report justifications for their development. We identified ways to improve and facilitate the operationalisation and implementation of the GRADE guidance for GPS.Herein, we propose a structured process for the development of GPSs that includes applying a sequential order for the GRADE guidance for developing GPS. This operationalisation considers relevant evidence-to-decision criteria when assessing the net consequences of implementing the statement, and reporting information supporting judgments for each criterion. We also propose a standardised table to facilitate the identification of GPS and reporting of their development. This operationalised guidance, if endorsed by guideline developers, may palliate some of the shortcomings identified. Our proposal may also inform future updates of the GRADE guidance for GPS.

Thinking about the development of rapid recommendation based on the status of covid-19 evidence.

With the outbreak and rapid spread of the COVID-19 worldwide, a large amount of relevant research evidence has quickly emerged. However, due to the uneven quality of evidence, poor quality and slow speed of evidence translation, it is a big challenge for health decision-makers, clinicians, and patients to make evidence-based decisions. Based on rapid systematic review of evidence, the rapid advice-guidelines can promptly and effectively transform the latest current evidence into recommendations guiding clinical practice. In the face of global public health emergencies, by building a new type of evidence ecosystem, a completely closed loop of evidence from production and evaluation to application and transformation is formed to improve the level of medical practice and reduce the waste of health resources.Copyright © 2021, Peking Union Medical College Hospital. All rights reserved.