Artificial Intelligence and Machine Learning in Health Care: Current Capabilities, Emerging Potential, and Future Directions [0.03%]
医疗领域的机器学习与人工智能：现有技术、潜在应用及未来方向
David Liebovitz,Allan Wu,Courtney Reamer et al.
David Liebovitz et al.
This article reviews how artificial intelligence and machine learning are reshaping health care. After a historical overview and glossary, we explore current clinical uses including diagnostics, treatment planning, and operations. We examin...
Clinician's Guide to Artificial Intelligence: Technical Foundations of Machine Learning [0.03%]
临床医生的人工智能指南：机器学习的技术基础
Andrew W Schroeder,Zachary Tran,Kevin Sexton et al.
Andrew W Schroeder et al.
Artificial intelligence (AI) is rapidly integrating into clinical practice, from imaging interpretation to decision support; however, many clinicians lack a foundational understanding of how AI systems are constructed, trained, and evaluate...
Big Data and Predictive Analytics for Ambulatory and Inpatient Medicine: Utilizing Analytics for Population Health Management and Risk Stratification for Hospitalized Patients [0.03%]
门诊和住院医学的大数据与预测分析：利用 analytics 进行人群健康管理和住院患者的分层风险评估
Edward Sankary,Peter McCaffrey,Amith Skandhan
Edward Sankary
This article explores the application of big data and analytics in ambulatory medicine, population health, and inpatient medicine. The article highlights the benefits, challenges, and future directions of predictive analytics and artificial...
Automation and Workflow Efficiency in Clinical Settings: Implementing Automation to Reduce Administrative Burdens [0.03%]
临床环境中的自动化和工作流程效率：实施自动化以减少行政负担
Naveed Q Farrukh,Aarti Chandawarkar,Shravani Vundavalli et al.
Naveed Q Farrukh et al.
Administrative tasks remain a leading contributor to physician burnout in primary care and hospital settings. Recent advancements in informatics infrastructure, including continued development and adoption of standards and interoperability,...
The Intersection of Social Determinants of Health and Informatics: A Review of Strategies to Improve Care Delivery [0.03%]
健康社会决定因素与卫生信息学的交叉点：改善医疗服务策略综述
Alex Galloway,Mara Schenker,Daniel Wu et al.
Alex Galloway et al.
This article provides background on the impact of Social Determinants of Health (SDOH) and the need to integrate SDOH into the electronic health record for care quality. SDOH screening, documentation, and predictive modeling are all covered...
Emily Cassim,Mackenzie H Prewitt,Danielle S Walsh
Emily Cassim
Mobile health (mHealth) leverages mobile technologies, including smartphones, wearables, and apps, to support clinical care, administration, education, and communication. This article reviews mHealth applications from the physician's perspe...
Virtual Health in Primary Care and Hospital Medicine: Integrating Telehealth, Remote Patient Monitoring, Hospital-at-Home, E-consult, and Technology to Expand Patient Access and Continuity of Care [0.03%]
虚拟健康在初级保健和医院医学中的应用：整合远程医疗、远程患者监测、家庭住院、电子咨询和科技以扩大患者访问范围并保持连续性护理
Marc H Perlman,Padageshwar Sunkara,Jacqueline Lippert et al.
Marc H Perlman et al.
Modern health care delivery faces numerous challenges that often result in siloed and inefficient care. Investing in virtual health technologies, including telehealth, remote patient monitoring, Hospital-at-home, and e-consults, can help ad...
Rewriting the Note with Technology: The Evolution and Future of Clinical Documentation [0.03%]
技术重塑病历：临床记录的演变与未来趋势
Romil Chadha,Thaddeus R Salmon,Leigh Anne Goodman et al.
Romil Chadha et al.
This article traces the historical evolution and current complexities of clinical documentation, emphasizing its transformation under regulatory, financial, and technological influences. It explores how documentation practices-shaped by sta...
Clinical Decision Support Systems in Generalist Practice: Utilizing Clinical Decision Support Systems Tools to Improve Clinical Decisions and Patient Outcomes [0.03%]
全科医疗中的临床决策支持系统：利用临床决策支持工具改善临床决策和患者预后
Andrew P Bain,Derek Ngai,Philip A Bernard
Andrew P Bain
Clinical decision support systems (CDSS) can impact clinical care through improved care processes and improved patient outcomes. For the generalist, CDSS play a key role in the optimal management of both acute and chronic conditions, as wel...
Veena Lingam,Julie Jung Hyun Lee,Randa Perkins
Veena Lingam
This article explores the crucial role of usability and human-computer interaction design in mitigating cognitive overload for internists and hospitalists. It highlights core usability principles, clinical workflow integration, and common d...