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Cohort selection for clinical trials using deep learning models.使用深度学习模型进行临床试验的队列选择。
J Am Med Inform Assoc. 2019 Nov 1;26(11):1181-1188. doi: 10.1093/jamia/ocz139.
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Medical knowledge infused convolutional neural networks for cohort selection in clinical trials.医学知识融入卷积神经网络进行临床试验队列选择。
J Am Med Inform Assoc. 2019 Nov 1;26(11):1227-1236. doi: 10.1093/jamia/ocz128.
3
Cohort selection for clinical trials using hierarchical neural network.使用分层神经网络进行临床试验的队列选择。
J Am Med Inform Assoc. 2019 Nov 1;26(11):1203-1208. doi: 10.1093/jamia/ocz099.
4
When an Alert is Not an Alert: A Pilot Study to Characterize Behavior and Cognition Associated with Medication Alerts.当警报并非警报时:一项关于表征与用药警报相关行为和认知的试点研究。
AMIA Annu Symp Proc. 2018 Dec 5;2018:1488-1497. eCollection 2018.
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Beyond One-Off Integrations: A Commercial, Substitutable, Reusable, Standards-Based, Electronic Health Record-Connected App.超越一次性集成:一款商业化、可替代、可重复使用、基于标准且与电子健康记录相连的应用程序。
J Med Internet Res. 2019 Feb 1;21(2):e12902. doi: 10.2196/12902.
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A Practical Do-It-Yourself Recruitment Framework for Concurrent eHealth Clinical Trials: Simple Architecture (Part 1).用于同步电子健康临床试验的实用自助式招募框架:简单架构(第1部分)
J Med Internet Res. 2018 Nov 1;20(11):e11049. doi: 10.2196/11049.
7
Effectiveness and cost of recruiting healthy volunteers for clinical research studies using an electronic patient portal: A randomized study.使用电子患者门户网站招募健康志愿者进行临床研究的有效性和成本:一项随机研究。
J Clin Transl Sci. 2017 Dec;1(6):366-372. doi: 10.1017/cts.2018.5.
8
A survey of practices for the use of electronic health records to support research recruitment.一项关于使用电子健康记录支持研究招募的实践调查。
J Clin Transl Sci. 2017 Aug;1(4):246-252. doi: 10.1017/cts.2017.301.
9
Physician burnout: contributors, consequences and solutions.医生职业倦怠:成因、后果及应对策略。
J Intern Med. 2018 Jun;283(6):516-529. doi: 10.1111/joim.12752. Epub 2018 Mar 24.
10
Examining and Enabling the Role of Health Care Providers as Patient Engagement Facilitators in Clinical Trials.审视并发挥医疗保健提供者在临床试验中作为患者参与促进者的作用。
Clin Ther. 2017 Nov;39(11):2203-2213. doi: 10.1016/j.clinthera.2017.09.014. Epub 2017 Oct 25.

基层医疗对临床试验招募实施的看法。

Primary care perspectives on implementation of clinical trial recruitment.

作者信息

Taft Teresa, Weir Charlene, Kramer Heidi, Facelli Julio C

机构信息

Department of Biomedical Informatics, University of Utah, Salt Lake City, UT, USA.

Center for Clinical and Translational Science, University of Utah, Salt Lake City, UT, USA.

出版信息

J Clin Transl Sci. 2019 Dec 26;4(1):61-68. doi: 10.1017/cts.2019.435. eCollection 2020 Feb.

DOI:10.1017/cts.2019.435
PMID:32257412
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC7103461/
Abstract

INTRODUCTION

Poor clinical trial (CT) recruitment is a significant barrier to translating basic science discoveries into medical practice. Improving support for primary care provider (PCP) referral of patients to CTs may be an important part of the solution. However, implementing CT referral support in primary care is not only technically challenging, but also presents challenges at the person and organization levels.

METHODS

The objectives of this study were (1) to characterize provider and clinical supervisor attitudes and perceptions regarding CT research, recruitment, and referrals in primary care and (2) to identify perceived workflow strategies and facilitators relevant to designing a technology-supported primary care CT referral program. Focus groups were conducted with PCPs, directors, and supervisors.

RESULTS

Analysis indicated widespread support for the intrinsic scientific value of CTs, while at the same time deep concerns regarding protecting patient well-being, perceived loss of control when patients participate in trials, concern about the impact of point-of-care referrals on clinic workflow, the need for standard processes, and the need for CT information that enables referring providers to quickly confirm that the burdens are justified by the benefits at both patient and provider levels. PCP suggestions pertinent to implementing a CT referral decision support system are reported.

CONCLUSION

The results from this work contribute to developing an implementation approach to support increased referral of patients to CTs.

摘要

引言

临床试验招募困难是将基础科学发现转化为医学实践的重大障碍。加强对初级保健提供者(PCP)将患者转诊至临床试验的支持可能是解决问题的重要一环。然而,在初级保健中实施临床试验转诊支持不仅在技术上具有挑战性,而且在个人和组织层面也存在挑战。

方法

本研究的目的是:(1)描述初级保健提供者和临床主管对临床试验研究、招募及转诊的态度和看法;(2)确定与设计一项技术支持的初级保健临床试验转诊计划相关的工作流程策略及促进因素。我们对初级保健提供者、主任及主管进行了焦点小组访谈。

结果

分析表明,大家普遍支持临床试验的内在科学价值,与此同时,也深切关注如何保护患者福祉、患者参与试验时感觉失去控制权、担心即时护理转诊对诊所工作流程的影响、对标准流程的需求,以及对临床试验信息的需求,以便转诊提供者能够迅速确认,在患者和提供者层面,试验带来的负担能被其益处所抵消。本文报告了初级保健提供者对实施临床试验转诊决策支持系统的相关建议。

结论

本研究结果有助于制定一种实施方法,以支持增加将患者转诊至临床试验的比例。