人工智能增强的数字协同护理模式改善肠易激综合征症状的第一个现实证据。

IF 2.9 3区 医学 Q1 CLINICAL NEUROLOGY
Stephen E Lupe, Joseph M Olson, Kendra Kamp, Margaret Heitkemper, Mythili P Pathipati, Madison L Simons, Jordan Brown, Samuel N Jactel, Miguel Regueiro, Anthony Lembo, Tiffany H Taft
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引用次数: 0

摘要

背景和目的:卫生系统努力为肠易激综合征(IBS)患者提供指南推荐的多学科护理。数字协作护理模式(DCCMs)将技术与经验丰富的提供者相结合,为改善IBS管理提供了一个有希望的解决方案。我们的目的是评估一种新型DCCM是否能改善肠易激综合征的临床结果。方法:采用前瞻性、纵向非对照单臂研究设计来评估Ayble Health计划。参与者是通过社交媒体、诊所或雇主在线招募的。前瞻性收集202名基线时IBS症状活跃(IBS症状严重程度量表(IBS- sss)≥75分)的参与者(78%为女性,78%为白人)的数据,并完成至少一次随访症状调查。所有参与者至少参与一种护理途径:(1)多学科护理团队,(2)个性化消除饮食的营养计划,以及(3)脑-肠行为治疗(BGBT)计划。每个路径都由人工智能算法支持,这些算法经过大型多模态GI数据集的训练,以识别和传达患者报告结果的关键趋势,从而进一步个性化护理计划。结果:202名参与者中,197名(98%)参加了营养途径,152名(75%)参加了BGBT途径,156名(77%)参加了护理团队途径。大多数参与者(62%)参加了所有三个途径。参与者的IBS-SSS平均下降140分,86%的参与者的IBS-SSS平均下降≥50分。结论:新型DCCM成功地为具有活动性IBS症状的参与者提供了循证护理,具有临床意义,持续的症状缓解。与标准治疗方法相比,推荐随机临床试验来评估成本和治疗效果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
First Real-World Evidence of an AI-Enhanced Digital Collaborative Care Model to Improve IBS Symptoms.

Background and aims: Health systems struggle to deliver guideline-recommended multidisciplinary care to patients with irritable bowel syndrome (IBS). Digital collaborative care models (DCCMs) that integrate technology with experienced providers offer a promising solution for improving IBS management. We aimed to evaluate whether a novel DCCM improved clinical outcomes in IBS.

Methods: A prospective, longitudinal uncontrolled single-arm study design was used to assess the Ayble Health program. Participants were recruited online via social media, clinic, or employer. Data were prospectively collected from 202 participants (78% female; 78% white) with active IBS symptoms at baseline (≥ 75 on the IBS symptom severity scale (IBS-SSS)) and completed at least one follow-up symptom survey. All participants engaged in at least one care pathway: (1) a multidisciplinary care team, (2) a nutrition program with a personalized elimination diet, and (3) a brain-gut behavioral therapy (BGBT) program. Each pathway was supported by AI algorithms trained on a large, multimodal GI dataset to identify and communicate key trends in patient-reported outcomes, further personalizing care plans.

Results: Of the 202 participants, 197 (98%) participated in the nutrition pathway, 152 (75%) the BGBT pathway, and 156 (77%) the care team pathway. The majority of participants (62%) enrolled in all three pathways. Participants experienced a 140-point decrease in IBS-SSS, on average, with 86% experiencing a ≥ 50-point reduction.

Conclusion: The novel DCCM successfully delivered evidence-based care to participants with active IBS symptoms, with clinically significant, sustained symptom relief. Randomized clinical trials are recommended to assess cost and treatment efficacy compared to standard of care approaches.

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来源期刊
Neurogastroenterology and Motility
Neurogastroenterology and Motility 医学-临床神经学
CiteScore
7.80
自引率
8.60%
发文量
178
审稿时长
3-6 weeks
期刊介绍: Neurogastroenterology & Motility (NMO) is the official Journal of the European Society of Neurogastroenterology & Motility (ESNM) and the American Neurogastroenterology and Motility Society (ANMS). It is edited by James Galligan, Albert Bredenoord, and Stephen Vanner. The editorial and peer review process is independent of the societies affiliated to the journal and publisher: Neither the ANMS, the ESNM or the Publisher have editorial decision-making power. Whenever these are relevant to the content being considered or published, the editors, journal management committee and editorial board declare their interests and affiliations.
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