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Patient and Provider Experience with Artificial Intelligence Screening Technology for Diabetic Retinopathy in a Rural Primary Care Setting. 农村初级保健环境中糖尿病视网膜病变人工智能筛查技术的患者和提供者体验
Pub Date : 2023-01-01 Epub Date: 2023-04-20 DOI: 10.46804/2641-2225.1144
Brian Nolan, Emma R Daybranch, Kerri Barton, Neil Korsen

Introduction: The development of autonomous artificial intelligence for interpreting diabetic retinopathy (DR) images has allowed for point-of-care testing in the primary care setting. This study describes patient and provider experiences and perceptions of the artificial intelligence DR screening technology called EyeArt by EyeNuk during implementation of the tool at Western Maine Primary Care in Norway, Maine.

Methods: This non-randomized, single-center, prospective observational study surveyed 102 patients and 13 primary care providers on their experience of the new screening intervention.

Results: All surveyed providers agreed that the new screening tool would improve access and annual screening rates. Some providers also identified initial challenges in incorporating the tool into the primary care visit (31%). Patients expressed a favorable view of the service, sharing an openness to being screened more regularly (75%) and a desire to have screenings performed at Western Maine Primary Care going forward (81%).

Discussion: Patients were generally favorable about their experience with the new DR screening technology. Providers indicated challenges due to the limited availability of trained medical assistant photographers during the initial implementation of DR screening, as well as timing issues in coordinating screening with regular office appointments.

Conclusions: This study supports further investigation of this technology in primary care, particularly in areas with challenges to care access. The potential benefits of this innovative tool in caring for people with diabetes includes improving access to retinopathy screenings and supporting wider detection of vision-threatening retinopathy.

引言:用于解释糖尿病视网膜病变(DR)图像的自主人工智能的发展允许在初级保健环境中进行护理点测试。这项研究描述了在缅因州挪威的缅因州西部初级保健中心实施人工智能DR筛查技术EyeArt期间,患者和提供者对该技术的体验和看法。方法:这项非随机、单中心、前瞻性观察性研究调查了102名患者和13名初级保健提供者对新筛查干预的体验。结果:所有接受调查的提供者都认为,新的筛查工具将提高获得率和年度筛查率。一些提供者还发现了将该工具纳入初级保健就诊的最初挑战(31%)。患者对这项服务表示赞同,他们对更定期地接受筛查持开放态度(75%),并希望在缅因州西部初级保健中心进行筛查(81%)。讨论:患者普遍对他们使用新DR筛查技术的经验表示满意。供应商表示,在DR筛查的最初实施过程中,由于训练有素的医疗助理摄影师的可用性有限,以及在协调筛查与定期办公室预约方面的时间问题,因此存在挑战。结论:这项研究支持在初级保健中进一步研究这项技术,特别是在护理机会面临挑战的地区。这种创新工具在照顾糖尿病患者方面的潜在好处包括改善视网膜病变筛查的机会,并支持更广泛地检测威胁视力的视网膜病变。
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引用次数: 0
Developing an Interprofessional Community Psychiatry Rotation Using an Assertive Community Treatment Team Model: A Preliminary Evaluation. 采用自信的社区治疗团队模式发展跨专业社区精神病学轮转:初步评估
Pub Date : 2023-01-01 Epub Date: 2023-07-12 DOI: 10.46804/2641-2225.1143
Ruth Frydman

Introduction: There is a shortage of psychiatric providers trained to work in community settings with people with serious mental illness (SMI) and associated comorbidities. We designed an innovative psychiatry rotation and curriculum for psychiatry residents and other learners.

Methods: The rotation incorporates working with our Assertive Community Treatment team and includes home visits, assertive outreach, and visits in other community settings. It was designed to improve learners' confidence in their understanding and skill set for working with and treating people with SMI in the community on an interprofessional (IP) team. This pilot quality improvement project evaluated psychiatry resident responses to the rotation using a standard evaluation form (residents) and post-rotation debriefing (all learners and IP staff).

Results: Preliminary responses to the evaluation form indicated that the rotation improved residents' confidence in their knowledge of underlying approaches, social determinants of mental health, and community resources. The rotation also improved their skills in working collaboratively with people with SMI, IP teams, and people with serious substance use disorders. Debriefing sessions revealed that the rotation was rated highly by learners and IP staff.

Discussion: Preliminary results suggest that the rotation (1) was well received by learners and IP staff and (2) increased residents' confidence in their understanding and skill set for working in community psychiatry on an IP team.

Conclusions: Using an IP team model, this rotation provides an opportunity for improving learners' confidence in their expertise, skills, and understanding of how to work with patients with SMI and comorbidities who are marginalized and difficult to engage.

简介:在社区环境中与严重精神疾病(SMI)和相关合并症患者一起工作的精神科医生培训不足。我们为精神科住院医师和其他学习者设计了创新的精神病学轮转和课程。方法:轮转包括与我们的自信社区治疗团队合作,包括家访,自信外展,以及在其他社区环境中的访问。它的目的是提高学习者对他们的理解和技能的信心,以便在跨专业(IP)团队中与社区中的重度精神障碍患者一起工作和治疗。该质量改进试点项目使用标准评估表(住院医师)和轮转后汇报(所有学习者和知识产权机构工作人员)评估精神病学住院医师对轮转的反应。结果:对评估表的初步回应表明,轮转提高了居民对其基本方法、心理健康的社会决定因素和社区资源的知识的信心。轮转还提高了他们与重度精神障碍患者、IP团队和严重药物使用障碍患者合作的技能。汇报会议显示,学员和知识产权工作人员对轮岗的评价很高。讨论:初步结果表明,轮换(1)受到了学习者和知识产权工作人员的欢迎,(2)增加了住院医生对知识产权团队社区精神病学工作的理解和技能的信心。结论:利用知识产权团队模式,这种轮转提供了一个机会,提高学习者对他们的专业知识和技能的信心,以及对如何与边缘化和难以参与的重度精神障碍和合并症患者合作的理解。
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引用次数: 0
Accuracy of the drug dependency checkbox on the Maine birth certificate for Medicaid-covered births, 2016-2020 2016-2020年缅因州医疗补助出生出生证明上药物依赖复选框的准确性
Pub Date : 2022-07-15 DOI: 10.46804/2641-2225.1139
J. Dudley, C. McGuire, A. Kumarage, C. Anumaka, K. Ahrens
Introduction: The accuracy of the drug dependency checkbox on the Maine birth certificate is unknown. Our objective was to compare the drug dependency checkbox with information on substance use disorders as documented in Medicaid claims data. Methods: Using rule-based deterministic matching, we linked Medicaid enrollment information to 2016-2020 Maine birth record data (N=58,584). Among the linked records (n=27,448), we identified maternal substance use disorder (SUD) diagnoses during the 280 days before through 7 days after delivery using ICD-CM-10 diagnosis codes. We used the following hierarchy to create mutually exclusive SUD categories: opioid use disorder (OUD), cannabis use disorder without cocaine use disorder, and other SUD disorders (alcohol, cocaine, nicotine, or other substance use diagnosis). Results: Among women enrolled in Medicaid at the time of delivery, 12% had drug dependency indicated on their birth record and 33% had at least one SUD diagnosis recorded in their Medicaid claims during pregnancy. Among the birth records with the drug dependency checkbox checked, 56% had an OUD, 25% cannabis use disorder without cocaine use disorder, 8% other SUD, and 10% had no SUD. Among those with the drug dependency checkbox unchecked, the corresponding percentages were 4%, 9%, 13%, and 75%. Discussion: Although diagnoses of OUD and cannabis use disorder were more common among birth records with the drug dependency checkbox checked, reporting of drug dependency on the birth record does not appear to accurately indicate SUD during pregnancy. Conclusions: Our findings suggest the drug dependency checkbox on the Maine birth certificate may be of limited value in identifying SUD during pregnancy.
缅因州出生证明上的药物依赖复选框的准确性尚不清楚。我们的目的是比较药物依赖复选框与医疗补助索赔数据中记录的物质使用障碍信息。方法:使用基于规则的确定性匹配,我们将医疗补助登记信息与2016-2020年缅因州出生记录数据(N=58,584)联系起来。在相关记录(n=27,448)中,我们使用ICD-CM-10诊断代码确定了分娩前280天至分娩后7天的产妇物质使用障碍(SUD)诊断。我们使用以下层次来创建互斥的SUD类别:阿片类药物使用障碍(OUD)、大麻使用障碍(无可卡因使用障碍)和其他SUD障碍(酒精、可卡因、尼古丁或其他物质使用诊断)。结果:在分娩时参加医疗补助计划的妇女中,12%的人在出生记录上有药物依赖,33%的人在怀孕期间的医疗补助申请中至少有一次SUD诊断记录。在有药物依赖复选框的出生记录中,56%的人有OUD, 25%的人有大麻使用障碍但没有可卡因使用障碍,8%的人有其他SUD, 10%的人没有SUD。未勾选“药物依赖”的比例分别为4%、9%、13%和75%。讨论:虽然在药物依赖复选框被选中的出生记录中,OUD和大麻使用障碍的诊断更为常见,但在出生记录中报告药物依赖似乎并不能准确地指示怀孕期间的SUD。结论:我们的研究结果表明,缅因州出生证明上的药物依赖复选框可能在孕期识别SUD方面价值有限。
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引用次数: 0
Who and How: Telemedicine Eligibility and Participant Guidelines in the Ambulatory Setting 谁和如何:门诊环境中的远程医疗资格和参与者指南
Pub Date : 2022-07-15 DOI: 10.46804/2641-2225.1123
Tracy Jalbuena, Rebecca Hemphill, Megan F. Selvitelli, Jasmine Bishop, Adam Ouellette, R. Alfiero
Introduction: Telehealth use has dramatically increased due to the COVID-19 pandemic. Yet there are significant gaps in evidence regarding the clinical appropriateness of synchronous visits for ambulatory telemedicine that are under the umbrella of telehealth and defined as video appointments between patients and providers. As a result, there are few sensible guidelines for day-to-day practice, resulting in a lack of standardization and risk of suboptimal care. Methods: We developed patient inclusion/exclusion guidelines for use in ambulatory telemedicine. Complementary tools included guides on patient preparation, telemedicine physical exam, and provider etiquette. We analyzed telemedicine use by practice type and surveyed a subset of MaineHealth ambulatory practices regarding the applicability of the guidelines. Results: Volume and specialty distribution data show that although telemedicine volume increased significantly, use varied by specialty. Behavioral health providers used telemedicine the most, followed by primary care, medical specialties, and, finally, surgical specialties. Stratification intensified as restrictions on in-person care declined. Discussion: We observed the expected pattern of use by specialty type, given our inclusion/exclusion criteria. Although these criteria may be conceptually straightforward, implementation is not. We operationalized these concepts to ensure individual practices can adapt and implement these insights in a reproducible and predictable way, leading to increased standardization across the health system. Conclusions: Clinical teams need help determining how to best use telemedicine tools. Here, we provide practice-level guidelines focused on practical implementation. We hope this communication advances the effort to develop standards of care for telemedicine indications.
简介:由于新冠肺炎大流行,远程医疗的使用急剧增加。然而,在远程医疗的保护伞下,被定义为患者和提供者之间的视频预约的门诊远程医疗同步就诊的临床适当性方面,证据存在重大差距。因此,日常实践几乎没有合理的指导方针,导致缺乏标准化和次优护理的风险。方法:我们制定了用于门诊远程医疗的患者纳入/排除指南。补充工具包括关于患者准备、远程医疗体检和提供者礼仪的指南。我们按实践类型分析了远程医疗的使用,并就指南的适用性调查了MaineHealth门诊实践的子集。结果:数量和专业分布数据显示,尽管远程医疗数量显著增加,但使用情况因专业而异。行为健康提供者使用远程医疗最多,其次是初级保健、医疗专业,最后是外科专业。随着对亲自护理的限制减少,分层现象加剧。讨论:根据我们的纳入/排除标准,我们观察到了按专业类型划分的预期使用模式。尽管这些标准在概念上可能很简单,但实现却并非如此。我们将这些概念付诸实践,以确保个人实践能够以可复制和可预测的方式适应和实施这些见解,从而提高整个卫生系统的标准化程度。结论:临床团队需要帮助确定如何最好地使用远程医疗工具。在这里,我们提供了注重实际执行的实践级指导方针。我们希望这次交流能推动制定远程医疗适应症护理标准的努力。
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引用次数: 0
Projected Utility of the Ready Set Return Application 现成退货应用程序的预计效用
Pub Date : 2022-07-15 DOI: 10.46804/2641-2225.1129
Erin H. Hartigan, Cassidy Sirois, Jonathan Lindau, Taylor Lockwood, V. Nesom, Nan M. Solomons
Introduction: An application (app) that summarizes best practices may promote standardized care among clinicians treating patients during anterior cruciate ligament (ACL) rehabilitation. The purpose of this study was to test the prototype of the Ready Set Return (RSR) app to determine receptiveness for use in clinical practice. Methods: Two mock patient cases were used to familiarize 19 physical therapists and athletic trainers with the RSR app. Then these participants provided feedback about the user experience, features, and content using Likert ratings and free-text fields through an online survey. Results: Most participants (89%-95%) would recommend the RSR app to others and noted that the app would allow them to stay up to date with current practice. Thematic analysis of free-text responses indicated that the app was easy to navigate and that evidence-based progressions and clinical milestones were useful in clinical practice. Users suggested enhancements that included adding patient access and specific treatment options. Discussion: Generalizable findings suggest that clinicians appreciated the details and images of specific tests and measures; automatic test scoring; and standardized benchmarks to progress care. Specific findings suggest the RSR app’s summary of evidence-informed practice may help standardize care, specifically for patients undergoing rehabilitation after ACL reconstruction. Conclusion: This subset of clinicians reacted positively to the prototype and felt that the RSR app would benefit their practice and patients. This feedback will guide the next iteration, advancing from a low-fidelity to high-fidelity prototype.
简介:一个总结最佳实践的应用程序(app)可能会促进临床医生在前交叉韧带(ACL)康复期间对患者进行标准化护理。本研究的目的是测试Ready-Set Return(RSR)应用程序的原型,以确定在临床实践中使用的可接受性。方法:使用两个模拟患者案例,让19名物理治疗师和运动教练熟悉RSR应用程序。然后,这些参与者通过在线调查,使用Likert评分和免费文本字段提供了有关用户体验、功能和内容的反馈。结果:大多数参与者(89%-95%)会向其他人推荐RSR应用程序,并指出该应用程序可以让他们跟上当前的实践。对自由文本回复的主题分析表明,该应用程序易于导航,循证进展和临床里程碑在临床实践中很有用。用户建议增强功能,包括增加患者访问权限和特定的治疗选项。讨论:可概括的发现表明,临床医生欣赏特定测试和测量的细节和图像;测试自动评分;以及进步护理的标准化基准。具体研究结果表明,RSR应用程序的循证实践总结可能有助于标准化护理,特别是针对ACL重建后正在接受康复的患者。结论:这部分临床医生对原型反应积极,认为RSR应用程序将有利于他们的实践和患者。这种反馈将指导下一次迭代,从低保真度原型向高保真度原型迈进。
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引用次数: 0
Being There: Engaging in Conversations About a Child’s Future When They Are Facing Serious Illness 在那里:当孩子面临严重疾病时,参与关于他们未来的对话
Pub Date : 2022-07-15 DOI: 10.46804/2641-2225.1131
Christine C Bennett
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引用次数: 0
Trends in Cannabis-Related and Opioid-Related Hospitalization Rates in Maine, 2010-2020 2010-2020年缅因州大麻相关和阿片类药物相关住院率趋势
Pub Date : 2022-07-15 DOI: 10.46804/2641-2225.1119
S. McMahon, Katherine Ahrens
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引用次数: 0
Increasing Naloxone Co-Prescribing Among At-Risk Individuals: Evaluation of a Quality Improvement Project in a Large Health System 在高危人群中增加纳洛酮联合用药:大型卫生系统质量改进项目的评估
Pub Date : 2022-07-15 DOI: 10.46804/2641-2225.1109
Sarah Hemphill, Kristen Silvia, Marc D. Kimball
Recommended Citation Hemphill, Sarah BA; Silvia, Kristen MD; and Kimball, Marc D. MD (2022) "Increasing Naloxone CoPrescribing Among At-Risk Individuals: Evaluation of a Quality Improvement Project in a Large Health System," Journal of Maine Medical Center: Vol. 4 : Iss. 2 , Article 10. Available at: https://knowledgeconnection.mainehealth.org/jmmc/vol4/iss2/10 https://doi.org/10.46804/ 2641-2225.1109
推荐引文Hemphill,Sarah BA;Silvia,Kristen医学博士;和Kimball,Marc D.MD(2022)“在高危人群中增加纳洛酮联合处方:大型卫生系统中质量改进项目的评估”,《缅因州医学中心杂志》:第4卷:Iss。2、第10条。网址:https://knowledgeconnection.mainehealth.org/jmmc/vol4/iss2/10https://doi.org/10.46804/2641-2225.1109
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引用次数: 0
A Qualitative Analysis of Postgraduate Training Programs for Family Nurse Practitioners 家庭护理研究生培养项目的定性分析
Pub Date : 2022-07-15 DOI: 10.46804/2641-2225.1125
John R Massey
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引用次数: 0
Association Between Primary Care Provider Status and Preventive Health Care Among People Who Inject Drugs 注射药物人群初级保健提供者状况与预防性医疗保健的关系
Pub Date : 2022-07-15 DOI: 10.46804/2641-2225.1133
E. K. Nenninger, Katherine Sharp, B. Bustamente, K. Murray, K. Thakarar
Recommended Citation Nenninger, E Katherine; Sharp, Katherine; Bustamente, Bianca; Murray, Kim; and Thakarar, Kinna (2022) "Association Between Primary Care Provider Status and Preventive Health Care Among People Who Inject Drugs," Journal of Maine Medical Center: Vol. 4 : Iss. 2 , Article 5. Available at: https://knowledgeconnection.mainehealth.org/jmmc/vol4/iss2/5 https://doi.org/10.46804/ 2641-2225.1133
推荐引文Nenninger,E Katherine;Sharp,Katherine;布斯塔曼特,比安卡;Murray,Kim;和Thakarar,Kinna(2022)“注射药物人群中初级保健提供者地位与预防性医疗保健之间的关系”,《缅因州医学中心杂志》:第4卷:Iss。2,第5条。网址:https://knowledgeconnection.mainehealth.org/jmmc/vol4/iss2/5https://doi.org/10.46804/2641-2225.1133
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引用次数: 0
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Journal of Maine Medical Center
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