Prediction of Pelvic Organ Prolapse Postsurgical Outcome Using Biomaterial-Induced Blood Cytokine Levels: Machine Learning Approach [0.03%]
基于生物材料诱导血液细胞因子水平的盆腔器官脱垂术后预后预测：机器学习方法
Mihyun Lim Waugh,Nicholas Boltin,Lauren Wolf et al.
Mihyun Lim Waugh et al.
Background: Pelvic organ prolapse (POP) refers to symptomatic descent of the vaginal wall. To reduce surgical failure rates, surgical correction can be augmented with the insertion of polypropylene mesh. This benefit is o...
Patient Safety of Perioperative Medication Through the Lens of Digital Health and Artificial Intelligence [0.03%]
数字化健康和人工智能视角下的围手术期药物安全
Jiancheng Ye
Jiancheng Ye
Perioperative medication has made significant contributions to enhancing patient safety. Nevertheless, administering medication during this period still poses considerable safety concerns, with many errors being detected only after causing ...
Remote Home Monitoring of Continuous Vital Sign Measurements by Wearables in Patients Discharged After Colorectal Surgery: Observational Feasibility Study [0.03%]
穿戴设备在结直肠手术后连续生命体征监测中的远程家庭监护可行性观察研究
Jobbe P L Leenen,Vera Ardesch,Gijsbert Patijn
Jobbe P L Leenen
Background: Hospital stays after colorectal surgery are increasingly being reduced by enhanced recovery and early discharge protocols. As a result, postoperative complications may frequently manifest after discharge in th...
Toward Enhanced Clinical Decision Support for Patients Undergoing a Hip or Knee Replacement: Focus Group and Interview Study With Surgeons [0.03%]
改善关节置换术患者的临床决策支持：外科医生的焦点小组和访谈研究
Sabrina Grant,Emma Tonkin,Ian Craddock et al.
Sabrina Grant et al.
Background: The current assessment of recovery after total hip or knee replacement is largely based on the measurement of health outcomes through self-report and clinical observations at follow-up appointments in clinical...
The Association Between Borderline Dysnatremia and Perioperative Morbidity and Mortality: Retrospective Cohort Study of the American College of Surgeons National Surgical Quality Improvement Program Database [0.03%]
低钠血症与围手术期发病率和死亡率之间的关系：美国外科医师协会国家外科质量改进数据库的回顾性队列研究
Jacob H Cole,Krista B Highland,Scott B Hughey et al.
Jacob H Cole et al.
Background: Hyponatremia and hypernatremia, as conventionally defined (145 mEq/L, respectively), are associated with increased perioperative morbidity and mortality. However, the effects of subtle deviations in serum sodi...
The Accuracy of Wrist-Worn Photoplethysmogram-Measured Heart and Respiratory Rates in Abdominal Surgery Patients: Observational Prospective Clinical Validation Study [0.03%]
腕部光电容积描记法测量心率和呼吸频率在腹部手术患者中的准确性：观察性前瞻性临床验证研究
Jonna A van der Stam,Eveline H J Mestrom,Jai Scheerhoorn et al.
Jonna A van der Stam et al.
Background: Postoperative deterioration is often preceded by abnormal vital parameters. Therefore, vital parameters of postoperative patients are routinely measured by nursing staff. Wrist-worn sensors could potentially p...
A Neural Network Model Using Pain Score Patterns to Predict the Need for Outpatient Opioid Refills Following Ambulatory Surgery: Algorithm Development and Validation [0.03%]
基于门诊手术后门诊阿片类药物补充需求的疼痛评分模式的神经网络模型：算法开发与验证
Rodney Allanigue Gabriel,Sierra Simpson,William Zhong et al.
Rodney Allanigue Gabriel et al.
Background: Expansion of clinical guidance tools is crucial to identify patients at risk of requiring an opioid refill after outpatient surgery. Objective...
Assessing Barriers to Implementation of Machine Learning and Artificial Intelligence-Based Tools in Critical Care: Web-Based Survey Study [0.03%]
重症监护中实施机器学习和基于人工智能的工具的障碍评估：基于网络的调查研究
Eric Mlodzinski,Gabriel Wardi,Clare Viglione et al.
Eric Mlodzinski et al.
Background: Although there is considerable interest in machine learning (ML) and artificial intelligence (AI) in critical care, the implementation of effective algorithms into practice has been limited. ...
An Ensemble Learning Approach to Improving Prediction of Case Duration for Spine Surgery: Algorithm Development and Validation [0.03%]
基于脊柱手术的案例持续时间预测的集成学习方法：算法开发与验证
Rodney Allanigue Gabriel,Bhavya Harjai,Sierra Simpson et al.
Rodney Allanigue Gabriel et al.
Background: Estimating surgical case duration accurately is an important operating room efficiency metric. Current predictive techniques in spine surgery include less sophisticated approaches such as classical multivariab...
Perioperative Risk Assessment of Patients Using the MyRISK Digital Score Completed Before the Preanesthetic Consultation: Prospective Observational Study [0.03%]
使用在麻醉前咨询之前完成的MyRISK数字评分对患者进行围手术期风险评估的前瞻性观察研究
Fabrice Ferré,Rodolphe Laurent,Philippine Furelau et al.
Fabrice Ferré et al.
Background: The ongoing COVID-19 pandemic has highlighted the potential of digital health solutions to adapt the organization of care in a crisis context. ...