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Bibliometric analysis of artificial intelligence in healthcare research: Trends and future directions. 人工智能在医疗保健研究中的文献计量分析:趋势与未来方向。
Future healthcare journal Pub Date : 2024-09-03 eCollection Date: 2024-09-01 DOI: 10.1016/j.fhj.2024.100182
Renganathan Senthil, Thirunavukarasou Anand, Chaitanya Sree Somala, Konda Mani Saravanan
{"title":"Bibliometric analysis of artificial intelligence in healthcare research: Trends and future directions.","authors":"Renganathan Senthil, Thirunavukarasou Anand, Chaitanya Sree Somala, Konda Mani Saravanan","doi":"10.1016/j.fhj.2024.100182","DOIUrl":"10.1016/j.fhj.2024.100182","url":null,"abstract":"<p><strong>Objective: </strong>The presence of artificial intelligence (AI) in healthcare is a powerful and game-changing force that is completely transforming the industry as a whole. Using sophisticated algorithms and data analytics, AI has unparalleled prospects for improving patient care, streamlining operational efficiency, and fostering innovation across the healthcare ecosystem. This study conducts a comprehensive bibliometric analysis of research on AI in healthcare, utilising the SCOPUS database as the primary data source.</p><p><strong>Methods: </strong>Preliminary findings from 2013 identified 153 publications on AI and healthcare. Between 2019 and 2023, the number of publications increased exponentially, indicating significant growth and development in the field. The analysis employs various bibliometric indicators to assess research production performance, science mapping techniques, and thematic mapping analysis.</p><p><strong>Results: </strong>The study reveals insights into research hotspots, thematic focus, and emerging trends in AI and healthcare research. Based on an extensive examination of the Scopus database provides a brief overview and suggests potential avenues for further investigation.</p><p><strong>Conclusion: </strong>This article provides valuable contributions to understanding the current landscape of AI in healthcare, offering insights for future research directions and informing strategic decision making in the field.</p>","PeriodicalId":73125,"journal":{"name":"Future healthcare journal","volume":"11 3","pages":"100182"},"PeriodicalIF":0.0,"publicationDate":"2024-09-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11414662/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142302570","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Quality of interaction between clinicians and artificial intelligence systems. A systematic review. 临床医生与人工智能系统之间互动的质量。系统综述。
Future healthcare journal Pub Date : 2024-08-17 eCollection Date: 2024-09-01 DOI: 10.1016/j.fhj.2024.100172
Argyrios Perivolaris, Chris Adams-McGavin, Yasmine Madan, Teruko Kishibe, Tony Antoniou, Muhammad Mamdani, James J Jung
{"title":"Quality of interaction between clinicians and artificial intelligence systems. A systematic review.","authors":"Argyrios Perivolaris, Chris Adams-McGavin, Yasmine Madan, Teruko Kishibe, Tony Antoniou, Muhammad Mamdani, James J Jung","doi":"10.1016/j.fhj.2024.100172","DOIUrl":"https://doi.org/10.1016/j.fhj.2024.100172","url":null,"abstract":"<p><strong>Introduction: </strong>Artificial intelligence (AI) has the potential to improve healthcare quality when thoughtfully integrated into clinical practice. Current evaluations of AI solutions tend to focus solely on model performance. There is a critical knowledge gap in the assessment of AI-clinician interactions. We systematically reviewed existing literature to identify interaction traits that can be used to assess the quality of AI-clinician interactions.</p><p><strong>Methods: </strong>We performed a systematic review of published studies to June 2022 that reported elements of interactions that impacted the relationship between clinicians and AI-enabled clinical decision support systems. Due to study heterogeneity, we conducted a narrative synthesis of the different interaction traits identified from this review. Two study authors categorised the AI-clinician interaction traits based on their shared constructs independently. After the independent categorisation, both authors engaged in a discussion to finalise the categories.</p><p><strong>Results: </strong>From 34 included studies, we identified 210 interaction traits. The most common interaction traits included usefulness, ease of use, trust, satisfaction, willingness to use and usability. After removing duplicate or redundant traits, 90 unique interaction traits were identified. Unique interaction traits were then classified into seven categories: usability and user experience, system performance, clinician trust and acceptance, impact on patient care, communication, ethical and professional concerns, and clinician engagement and workflow.</p><p><strong>Discussion: </strong>We identified seven categories of interaction traits between clinicians and AI systems. The proposed categories may serve as a foundation for a framework assessing the quality of AI-clinician interactions.</p>","PeriodicalId":73125,"journal":{"name":"Future healthcare journal","volume":"11 3","pages":"100172"},"PeriodicalIF":0.0,"publicationDate":"2024-08-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11399614/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142302572","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Real-world learnings for digital health industry-NHS collaboration: Life sciences vision in action. 数字医疗行业与英国国家医疗服务体系合作的实际经验:行动中的生命科学愿景。
Future healthcare journal Pub Date : 2024-08-08 eCollection Date: 2024-09-01 DOI: 10.1016/j.fhj.2024.100168
Rebecca Pope, Alexandros Zenonos, William Bryant, Anastasia Spiridou, Daniel Key, Shiren Patel, Jack Robinson, Anna Styles, Chris Rockenbach, Gina Bicknell, Pavithra Rajendran, Andrew M Taylor, Neil J Sebire
{"title":"Real-world learnings for digital health industry<b>-</b>NHS collaboration: Life sciences vision in action.","authors":"Rebecca Pope, Alexandros Zenonos, William Bryant, Anastasia Spiridou, Daniel Key, Shiren Patel, Jack Robinson, Anna Styles, Chris Rockenbach, Gina Bicknell, Pavithra Rajendran, Andrew M Taylor, Neil J Sebire","doi":"10.1016/j.fhj.2024.100168","DOIUrl":"https://doi.org/10.1016/j.fhj.2024.100168","url":null,"abstract":"<p><p>Several publications have indicated potential benefit from collaboration with industry regarding wider use of anonymised routine NHS healthcare data. However, there is limited guidance regarding exactly how such collaborations between NHS hospitals and industry partners should best be carried out, and specific issues that need to be addressed at an individual project or collaboration level to achieve desired benefit. Specifically, routine health data are complex, not collected in a format optimised for secondary use, and often require interpretation based on clinical understanding of the medical conditions or patients. In order to address these issues, a formal partnership collaboration was established between an NHS organisation (Great Ormond Street Hospital for Children) and a pharmaceutical company (Roche Products Limited), to jointly understand the problems that require solving in order to maximise such use of NHS data to support improved patient outcomes and other patient/NHS benefit in a more sustainable way. We present the learnings from the first 2 years of the 5-year collaboration addressing aspects such as complexities of NHS Electronic Patient Record (EPR), data engineering and use of modern technology to optimise such data. Plus, the development of appropriate technology and data infrastructure within the NHS to support interoperability and prepare the NHS for wider application of artificial intelligence. We also highlight the staff skills and training needed to support such systems in the NHS, governance structures and processes needed to ensure appropriate use of tools and data and how best to co-design with patients, their families, and clinical teams. It is hoped that this review may provide useful information for both healthcare organisations and industry partners working towards the future of optimal use of data and technology for healthcare benefit.</p>","PeriodicalId":73125,"journal":{"name":"Future healthcare journal","volume":"11 3","pages":"100168"},"PeriodicalIF":0.0,"publicationDate":"2024-08-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11387268/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142302546","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Integrating wearable devices into perioperative medicine: The potential, and future challenges. 将可穿戴设备融入围手术期医疗:潜力与未来挑战。
Future healthcare journal Pub Date : 2024-08-08 eCollection Date: 2024-09-01 DOI: 10.1016/j.fhj.2024.100169
Alexander Hunter
{"title":"Integrating wearable devices into perioperative medicine: The potential, and future challenges.","authors":"Alexander Hunter","doi":"10.1016/j.fhj.2024.100169","DOIUrl":"https://doi.org/10.1016/j.fhj.2024.100169","url":null,"abstract":"","PeriodicalId":73125,"journal":{"name":"Future healthcare journal","volume":"11 3","pages":"100169"},"PeriodicalIF":0.0,"publicationDate":"2024-08-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11381431/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142302571","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The imperative of professionalising healthcare management: A global perspective. 医疗保健管理专业化势在必行:全球视角。
Future healthcare journal Pub Date : 2024-08-08 eCollection Date: 2024-09-01 DOI: 10.1016/j.fhj.2024.100170
Qasem Al Salmi, Jehan Al Fannah, Eric de Roodenbeke
{"title":"The imperative of professionalising healthcare management: A global perspective.","authors":"Qasem Al Salmi, Jehan Al Fannah, Eric de Roodenbeke","doi":"10.1016/j.fhj.2024.100170","DOIUrl":"https://doi.org/10.1016/j.fhj.2024.100170","url":null,"abstract":"<p><p>Effective healthcare management for addressing complex organisational challenges is crucial for efficient healthcare delivery. Healthcare management involves organising, coordinating, planning and operationalising healthcare services, as well as leading people to ensure the delivery of effective patient care. Healthcare management applies management principles and practices to various healthcare organisations, such as hospitals, functional departments, clinics, cross-functional departments and public health organisations. Recognising a gap in management training, especially for clinicians having managerial responsibilities, is a call for global professionalisation of healthcare management to equip leaders with essential skills. In many healthcare settings across the globe, healthcare management does not always require professional management qualifications. This article advocates for the need for a structured approach towards professionalising healthcare management globally and especially in the Eastern Mediterranean Region (EMR).</p>","PeriodicalId":73125,"journal":{"name":"Future healthcare journal","volume":"11 3","pages":"100170"},"PeriodicalIF":0.0,"publicationDate":"2024-08-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11401068/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142302547","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The origin of the Future Healthcare Journal. 未来医疗保健》杂志的起源。
Future healthcare journal Pub Date : 2024-07-12 eCollection Date: 2024-06-01 DOI: 10.1016/j.fhj.2024.100151
Andrew Duncombe
{"title":"The origin of the <i>Future Healthcare Journal</i>.","authors":"Andrew Duncombe","doi":"10.1016/j.fhj.2024.100151","DOIUrl":"10.1016/j.fhj.2024.100151","url":null,"abstract":"","PeriodicalId":73125,"journal":{"name":"Future healthcare journal","volume":"11 2","pages":"100151"},"PeriodicalIF":0.0,"publicationDate":"2024-07-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11293299/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141876884","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The FHJ debate generalist skills: For the many or the few? FHJ 辩论综合技能:为多还是为少?
Future healthcare journal Pub Date : 2024-07-12 eCollection Date: 2024-06-01 DOI: 10.1016/j.fhj.2024.100150
Prof Phil Bright, Dr Ruth Silverton
{"title":"The FHJ debate generalist skills: For the many or the few?","authors":"Prof Phil Bright, Dr Ruth Silverton","doi":"10.1016/j.fhj.2024.100150","DOIUrl":"https://doi.org/10.1016/j.fhj.2024.100150","url":null,"abstract":"","PeriodicalId":73125,"journal":{"name":"Future healthcare journal","volume":"11 2","pages":"100150"},"PeriodicalIF":0.0,"publicationDate":"2024-07-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11293296/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141876883","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Programme evaluation of the general internal medicine training programme. 普通内科培训计划评估。
Future healthcare journal Pub Date : 2024-07-12 eCollection Date: 2024-06-01 DOI: 10.1016/j.fhj.2024.100148
Elizabeth Estabrook, Chloe Langford, Sally Curtis
{"title":"Programme evaluation of the general internal medicine training programme.","authors":"Elizabeth Estabrook, Chloe Langford, Sally Curtis","doi":"10.1016/j.fhj.2024.100148","DOIUrl":"10.1016/j.fhj.2024.100148","url":null,"abstract":"<p><p>General internal medicine (GIM) has predominantly been perceived as a joint specialty to be completed alongside specialty training in the United Kingdom. The Internal Medicine (IMT) Stage 2 curriculum was released in August 2022;<sup>1</sup> in October 2022 the Round 2 Specialty Training recruitment included applications for the pilot GIM training programme, and in February 2023 NHS England commenced the 3-year programme. The GIM programme aims to provide run-through training for GIM to Certificate of Completion of Training (CTT). This report establishes the initial recruitment demographics of trainees, as well as an analysis of the successful applicants' perspectives on the programme and their motivations for applying.</p>","PeriodicalId":73125,"journal":{"name":"Future healthcare journal","volume":"11 2","pages":"100148"},"PeriodicalIF":0.0,"publicationDate":"2024-07-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11293301/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141876881","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Future Hospital Commission, 10 years on - Lessons learned and next steps: The Chief Registrar Programme - what has been achieved? 未来医院委员会,10 年后 - 经验教训和下一步措施:首席注册医师计划--取得了哪些成果?
Future healthcare journal Pub Date : 2024-07-12 eCollection Date: 2024-06-01 DOI: 10.1016/j.fhj.2024.100153
Clive Lewis, Graham Stow, Oliver Cullen, Sonia Mackenzie, Tom Baker
{"title":"Future Hospital Commission, 10 years on - Lessons learned and next steps: The Chief Registrar Programme - what has been achieved?","authors":"Clive Lewis, Graham Stow, Oliver Cullen, Sonia Mackenzie, Tom Baker","doi":"10.1016/j.fhj.2024.100153","DOIUrl":"10.1016/j.fhj.2024.100153","url":null,"abstract":"<p><p>The Royal College of Physicians (RCP) Chief Registrar Programme (CRP) emerged from the RCP Future Hospital Commission Report (2013) and aimed to address development of clinical leadership and quality improvement to maintain high standards of patient safety and experience. The 2016 pilot created a new senior leadership role recruiting doctors in training committed to quality improvement and leadership development to champion delivering change in trusts, supported by a year-long bespoke development programme designed and delivered by the RCP. Following validation of the pilot's impact, the CRP has evolved to become a 'flagship' programme for the RCP with increasing penetrance across the UK to maximise impact for chief registrars to lead and deliver quality improvement in trusts. The longer-term goal is that enthusiastic early leaders will deliver sustainable and impactful change regionally and in the wider NHS. This article seeks to explore the CRP development themes and reflects on the learning from the programme and the experiences of chief registrars. The CRP has evolved during a time of significant healthcare challenge with the programme delivering a future generation of medical leaders to navigate these challenges, deliver improvement and innovation across the health sector. We show how chief registrars and alumni can continue to drive forward widespread impact on individuals, organisations and the wider NHS, providing a strategic solution to meet current and future challenges in the NHS.</p>","PeriodicalId":73125,"journal":{"name":"Future healthcare journal","volume":"11 2","pages":"100153"},"PeriodicalIF":0.0,"publicationDate":"2024-07-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11293298/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141876879","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Reflecting back - 10 years of the Future Hospital Programme. 回顾--未来医院计划十年。
Future healthcare journal Pub Date : 2024-07-12 eCollection Date: 2024-06-01 DOI: 10.1016/j.fhj.2024.100152
Zuzanna Sawicka, Olwen Williams
{"title":"Reflecting back - 10 years of the Future Hospital Programme.","authors":"Zuzanna Sawicka, Olwen Williams","doi":"10.1016/j.fhj.2024.100152","DOIUrl":"10.1016/j.fhj.2024.100152","url":null,"abstract":"<p><p>A decade ago, The Future Hospital Programme was created following the publication of the Future Hospital Commission (FHC), to demonstrate how Future Hospital (FH) principles could be implemented and embedded within the NHS. Ten years on, we reflect back on each of the development sites and the programme itself. What were the successes and what are the current challenges? Indeed, in the current NHS, is it feasible to deliver in 'real world environments' the FH principles and make sure that patient care is safe and effective? The last decade has seen financial constraints and inevitable (albeit often short-term) changes to manage the COVID pandemic. How have these affected each of the development sites and what else do we need to do to ensure that we get care right for our patients within our future hospitals?</p>","PeriodicalId":73125,"journal":{"name":"Future healthcare journal","volume":"11 2","pages":"100152"},"PeriodicalIF":0.0,"publicationDate":"2024-07-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11293303/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141876882","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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