AI in Healthcare

2021 ◽  
Author(s):  
Eileen Koski ◽  
Judy Murphy
Keyword(s):  
Health Care ◽  
Medical Research ◽  
Precision Medicine ◽  
Healthcare Professionals ◽  
Building Blocks ◽  
Successful Implementation ◽  
Potential Value ◽  
Reducing Disparities

The potential value of AI to healthcare, and nursing in particular, ranges from improving quality and efficiency of care to delivering on the promise of personalized and precision medicine. AI systems may become virtually indispensable as ever more data is amassed about every aspect of health. AI can help reduce variability in care, while improving precision, accelerating discovery and reducing disparities. AI can empower patients and potentially allow healthcare professionals to relate to their patients as healers supported by the combined wisdom of the best medical research and analytic technology. There are, however, many challenges to understanding the optimal uses of AI; addressing the technological, systemic, regulatory and attitudinal roadblocks to successful implementation; and integrating AI into the fabric of health care. This paper provides a grounding in the origins and fundamental building blocks of AI, applications in healthcare and for nursing, and the critical challenges facing implementation in healthcare.

The Preschool Stuttering Screen for Health Care Professionals

2011 ◽  
Vol 21 (2) ◽  
pp. 59-62
Author(s):  
Joseph Donaher ◽  
Christina Deery ◽  
Sarah Vogel
Keyword(s):  
Risk Factors ◽  
Health Care ◽  
Differential Diagnosis ◽  
Preschool Children ◽  
Health Care Professionals ◽  
Healthcare Professionals ◽  
Evidence Based ◽  
Developmental Profile

Healthcare professionals require a thorough understanding of stuttering since they frequently play an important role in the identification and differential diagnosis of stuttering for preschool children. This paper introduces The Preschool Stuttering Screen for Healthcare Professionals (PSSHP) which highlights risk factors identified in the literature as being associated with persistent stuttering. By integrating the results of the checklist with a child’s developmental profile, healthcare professionals can make better-informed, evidence-based decisions for their patients.

The Evolution of Physical Activity on Prescription (FaR) in Sweden

2014 ◽  
Vol 62 (2) ◽  
Keyword(s):  
Physical Activity ◽  
Primary Care ◽  
Healthcare Professionals ◽  
Systems Approach ◽  
Ecological Model ◽  
Controlled Trial ◽  
Professional Associations ◽  
Successful Implementation ◽  
Surgeon General ◽  
Positive Effects

In 1996, the first Report of the US Surgeon General on Physical Activity and Health provided an extensive knowledge overview about the positive effects of physical activity (PA) on several health outcomes and PA recommendations. This contributed to an enhanced interest for PA in Sweden. The Swedish Professional Associations for Physical Activity (YFA) were appointed to form a Scientific Expert Group in the project “Sweden on the Move” and YFA created the idea of Physical Activity on Prescription (FaR) and the production of a handbook (FYSS) for healthcare professionals. In Swedish primary care, licensed healthcare professionals, i.e. physicians, physiotherapists and nurses, can prescribe PA if they have sufficient knowledge about the patient’s current state of health, how PA can be used for promotion, prevention and treatment and are trained in patient-centred counselling and the FaR method. The prescription is followed individually or by visiting local FaR providers. These include sport associations, patient organisations, municipal facilities, commercial providers such as gyms, sports clubs and walking clubs or other organisations with FaR educated staff such as health promoters or personal trainers. In clinical practice, the FaR method increases the level of PA in primary care patients, at 6 and at 12 months. Self-reported adherence to the prescription was 65% at 6 months, similar to the known compliance for medications. In a randomised controlled trial, FaR significantly improved body composition and reduced metabolic risk factors. It is suggested that a successful implementation of PA in healthcare depends on a combination of a systems approach (socio-ecological model) and the strengthening of individual motivation and capability. General support from policymakers, healthcare leadership and professional associations is important. To lower barriers, tools for implementation and structures for delivery must be readily available. Examples include handbooks such as FYSS, the FaR system and the use of pedometers.

scholarly journals Perceived appropriateness of alcohol screening and brief advice programmes in Colombia, Mexico and Peru and barriers to their implementation in primary health care – a cross-sectional survey

2021 ◽  
Vol 22 ◽  
Author(s):  
Daša Kokole ◽  
Liesbeth Mercken ◽  
Eva Jané-Llopis ◽  
Guillermina Natera Rey ◽  
Miriam Arroyo ◽  
...  
Keyword(s):  
Health Care ◽  
Primary Health Care ◽  
Latin American ◽  
Contextual Factors ◽  
Alcohol Screening ◽  
Successful Implementation ◽  
Implementation Framework ◽  
Effective Measure ◽  
Primary Health ◽  
Brief Advice

Abstract Background: Providing alcohol screening and brief advice (SBA) in primary health care (PHC) can be an effective measure to reduce alcohol consumption. To aid successful implementation in an upper middle-income country context, this study investigates the perceived appropriateness of the programme and the perceived barriers to its implementation in PHC settings in three Latin American countries: Colombia, Mexico and Peru, as part of larger implementation study (SCALA). Methods: An online survey based on the Tailored Implementation for Chronic Diseases (TICD) implementation framework was disseminated in the three countries to key stakeholders with experience in the topic and/or setting (both health professionals and other roles, for example regional health administrators and national experts). In total, 55 respondents participated (66% response rate). For responses to both appropriateness and barriers questions, frequencies were computed, and country comparisons were made using Chi square and Kruskal–Wallis non-parametric tests. Results: Alcohol SBA was seen as an appropriate programme to reduce heavy alcohol use in PHC and a range of providers were considered suitable for its delivery, such as general practitioners, nurses, psychologists and social workers. Contextual factors such as patients’ normalised perception of their heavy drinking, lack of on-going support for providers, difficulty of accessing referral services and lenient alcohol control laws were the highest rated barriers. Country differences were found for two barriers: Peruvian respondents rated SBA guidelines as less clear than Mexican (Mann–Whitney U = −18.10, P = 0.001), and more strongly indicated lack of available screening instruments than Colombian (Mann–Whitney U = −12.82, P = 0.035) and Mexican respondents (Mann–Whitney U = −13.56, P = 0.018). Conclusions: The study shows the need to address contextual factors for successful implementation of SBA in practice. General congruence between the countries suggests that similar approaches can be used to encourage widespread implementation of SBA in all three studied countries, with minor tailoring based on the few country-specific barriers.

scholarly journals Optimizing Scarce Resource Allocation During COVID-19: Rapid Creation of a Regional Health-Care Coalition and Triage Teams in San Diego County, California

2020 ◽  
pp. 1-7
Author(s):  
Asha Devereaux ◽  
Holly Yang ◽  
Gilbert Seda ◽  
Viji Sankar ◽  
Ryan C. Maves ◽  
...  
Keyword(s):  
Public Health ◽  
Health Care ◽  
Resource Allocation ◽  
San Diego ◽  
Scarce Resource ◽  
Successful Implementation ◽  
Regional Health ◽  
Incident Command ◽  
Regional Health Care ◽  
Crisis Care

ABSTRACT Successful management of an event where health-care needs exceed regional health-care capacity requires coordinated strategies for scarce resource allocation. Publications for rapid development, training, and coordination of regional hospital triage teams to manage the allocation of scarce resources during coronavirus disease 2019 (COVID-19) are lacking. Over a period of 3 weeks, over 100 clinicians, ethicists, leaders, and public health authorities convened virtually to achieve consensus on how best to save the most lives possible and share resources. This is referred to as population-based crisis management. The rapid regionalization of 22 acute care hospitals across 4500 square miles in the midst of a pandemic with a shifting regulatory landscape was challenging, but overcome by mutual trust, transparency, and confidence in the public health authority. Because many cities are facing COVID-19 surges, we share a process for successful rapid formation of health-care care coalitions, Crisis Standard of Care, and training of Triage Teams. Incorporation of continuous process improvement and methods for communication is essential for successful implementation. Use of our regional health-care coalition communications, incident command system, and the crisis care committee helped mitigate crisis care in the San Diego and Imperial County region as COVID-19 cases surged and scarce resource collaborative decisions were required.

Wrist Wearable Physiological Signal Detection Equipment with Biochemical Materials

2012 ◽  
Vol 459 ◽  
pp. 293-297 ◽  
Author(s):  
Xing Chen ◽  
Hong Lun Hou ◽  
Ming Hui Wu ◽  
Mei Mei Huo
Keyword(s):  
Health Care ◽  
Oxygen Saturation ◽  
Signal Detection ◽  
Human Body ◽  
Family Health ◽  
Medical Field ◽  
Physiological Signal ◽  
Potential Value ◽  
Care Field ◽  
Physiological Information

This paper designed a wrist Device which can detect physiological information and save the information data. The information got by device is including Oxygen saturation of blood, Pulse rate and steps. And the device even can distinguish the state of human body between fall and normal activities with 3-axis accelerometer. The equipment designed for family health care and remote healthy care field. The operation of device is so easy to be mastered that the device might have a potential value for the future medical field

scholarly journals Precision Medicine: Considerable Potential Combined with Important Challenges

2016 ◽  
Vol 51 (11) ◽  
pp. 950-951 ◽  
Author(s):  
Brent I. Fox ◽  
Bill G. Felkey
Keyword(s):  
Health Care ◽  
Precision Medicine ◽  
Considerable Potential ◽  
Current State ◽  
The Future ◽  
Potential Benefits

While not necessarily a new idea, precision medicine has recently gained traction as the future of health care. The potential benefits are almost difficult to believe, while the challenges are multifaceted. We provide an overview of the current state of precision medicine.

Telemedicine During A Crisis: Challenges, Opportunities & Way Forward At A Tertiary Care Hospital (Preprint)

2021 ◽  
Author(s):  
Sadia Masood ◽  
Zanaib Samad ◽  
Sarah Nadeem ◽  
Unzela Ghulam
Keyword(s):  
Health Care ◽  
Health Care Services ◽  
Tertiary Care Hospital ◽  
Tertiary Care ◽  
Cost Effective ◽  
Successful Implementation ◽  
Care Hospital ◽  
Quality Health Care ◽  
Cross Sectional ◽  
Innovative Strategy

BACKGROUND Telemedicine is utilized to deliver health care services remotely. Recently, it is well established due to pandemics because it can help the patients get required supportive care while minimizing their hospital exposure. In the future, it will continue to be used as a convenient, cost-effective patient care modality. OBJECTIVE The objectives were to identify physicians' challenges during teleconsultations and recognize the opportunities and strengths of this modality during the pandemic in a lower-income country. METHODS This cross-sectional study was conducted in a tertiary care hospital. The self-made questionnaire was filled through an online medium and responses were recorded on a five-point Likert scale. RESULTS A total of 83 participants were enrolled in this study. Most of them were Associate professors (29.8%), Assistant professors (26.2%), the ratio of the females was (52.4%) greater than males (,47.6%). 46 (54.8%) have laid between the age group 30-40 years. Pediatricians and senior instructors faced more difficulty in using telemedicine. The ones having clinical experience of fewer than 15 years or categorized in the age of 50-60 years faced challenges while using this modality. CONCLUSIONS During the current pandemic, situation telemedicine is the only glimmer of light to provide better quality health care. Telemedicine is an innovative strategy and it is important to understand the perception of physicians about it. Incomplete and inadequate infrastructure and attitude of the physicians is the main obstacle toward successful implementation of telemedicine. Successful installation and deployment of this technology require a complete grasp of the process among physicians.

scholarly journals Postponement Application in the Fast Fashion Supply Chain: A Review

2017 ◽  
Vol 12 (7) ◽  
pp. 115 ◽  
Author(s):  
MdAfzalul Aftab ◽  
Qin Yuanjian ◽  
Nadia Kabir
Keyword(s):  
Supply Chain ◽  
Value Chain ◽  
Building Blocks ◽  
Inventory Level ◽  
Successful Implementation ◽  
Process Standardization ◽  
Fast Fashion ◽  
Supply Chain Strategy ◽  
Manufacturing Operations ◽  
Inventory Holding

The successful implementation of push-pull supply chain management strategy has an important role in improving the competitiveness of an organization. The objective of a push-pull strategy is to minimize the holding of inventory level in finished form and rather produce finished goods from semi-finished inventory only upon receiving final order. One of the vital building blocks of push-pull supply chain strategy is postponement. The main objective of this review paper is to discuss the concept of postponement and its sub-categories such as product postponement and process postponement and their benefits. Then it is investigated how two prominent fast fashion retailers who are also categorized as original brand manufacturers in the apparel value chain apply the two variants of process postponement e.g. process standardization and process re-sequencing in their manufacturing operations to activate push pull supply chain strategy. The push-pull supply chain strategy in turn helps to reduce their order-to-delivery lead time to stores, reduce inventory holding level and minimize both physical costs and market mediation costs. The paper ends with concluding remarks. A framework is developed to illustrate the push-pull supply mechanism. This paper is a useful resource for practitioners in apparel supply chain willing to remove inefficiencies, costs and risks in their operations.

scholarly journals Health Care Responsibility and Compassion-Visiting the Housebound Patient Severely Affected by ME/CFS

Healthcare ◽  
2020 ◽  
Vol 8 (3) ◽  
pp. 197
Author(s):  
Caroline Kingdon ◽  
Dionysius Giotas ◽  
Luis Nacul ◽  
Eliana Lacerda
Keyword(s):  
Health Care ◽  
Chronic Fatigue Syndrome ◽  
Healthcare Professionals ◽  
Chronic Fatigue ◽  
Illness Severity ◽  
Accurate Diagnosis ◽  
Holistic Model ◽  
Healthcare Facilities ◽  
Fatigue Syndrome ◽  
Seriously Ill

Many people with severe Myalgic Encephalopathy/Chronic Fatigue Syndrome (ME/CFS) commonly receive no care from healthcare professionals, while some have become distanced from all statutory medical services. Paradoxically, it is often the most seriously ill and needy who are the most neglected by those responsible for their healthcare. Reasons for this include tensions around the complexity of making an accurate diagnosis in the absence of a biomarker, the bitter debate about the effectiveness of the few available treatments, and the very real stigma associated with the diagnosis. Illness severity often precludes attendance at healthcare facilities, and if an individual is well enough to be able to attend an appointment, the presentation will not be typical; by definition, patients who are severely affected are home-bound and often confined to bed. We argue that a holistic model, such as ‘‘Compassion in Practice’’, can help with planning appointments and caring for people severely affected by ME/CFS. We show how this can be used to frame meaningful interactions between the healthcare practitioners (HCPs) and the homebound patient.

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