BMC Medical Informatics and Decision Making

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The effect of nursing participation in the design of a critical care information system: a case study in a Chinese hospital
BMC Medical Informatics and Decision Making - Tập 17 - Trang 1-12 - 2017
Yanhong Qin, Ranyun Zhou, Qiong Wu, Xiaodi Huang, Xinli Chen, Weiwei Wang, Xun Wang, Hua Xu, Jing Zheng, Siyu Qian, Changqing Bai, Ping Yu
Intensive care information systems (ICIS) are continuously evolving to meet the ever changing information needs of intensive care units (ICUs), providing the backbone for a safe, intelligent and efficient patient care environment. Although beneficial for the international advancement in building smart environments to transform ICU services, knowledge about the contemporary development of ICIS worl...... hiện toàn bộ
Application and interpretation of machine learning models in predicting the risk of severe obstructive sleep apnea in adults
BMC Medical Informatics and Decision Making - Tập 23 - Trang 1-15 - 2023
Yewen Shi, Yitong Zhang, Zine Cao, Lina Ma, Yuqi Yuan, Xiaoxin Niu, Yonglong Su, Yushan Xie, Xi Chen, Liang Xing, Xinhong Hei, Haiqin Liu, Shinan Wu, Wenle Li, Xiaoyong Ren
Obstructive sleep apnea (OSA) is a globally prevalent disease with a complex diagnostic method. Severe OSA is associated with multi-system dysfunction. We aimed to develop an interpretable machine learning (ML) model for predicting the risk of severe OSA and analyzing the risk factors based on clinical characteristics and questionnaires. This was a retrospective study comprising 1656 subjects who ...... hiện toàn bộ
Comparing a paper based monitoring and evaluation system to a mHealth system to support the national community health worker programme, South Africa: an evaluation
BMC Medical Informatics and Decision Making - - 2014
Sunisha Neupane, Willem Odendaal, Irwin Friedman, Waasila Jassat, Helen Schneider, Tanya Doherty
A study of clinical and information management processes in the surgical pre-assessment clinic
BMC Medical Informatics and Decision Making - Tập 14 - Trang 1-15 - 2014
Matt-Mouley Bouamrane, Frances S Mair
Establishing day-case surgery as the preferred hospital admission route for all eligible patients requires adequate preoperative assessment of patients in order to quickly distinguish those who will require minimum assessment and are suitable for day-case admission from those who will require more extensive management and will need to be admitted as inpatients. As part of a study to elucidate clin...... hiện toàn bộ
Decision curve analysis revisited: overall net benefit, relationships to ROC curve analysis, and application to case-control studies
BMC Medical Informatics and Decision Making - Tập 11 - Trang 1-9 - 2011
Valentin Rousson, Thomas Zumbrunn
Decision curve analysis has been introduced as a method to evaluate prediction models in terms of their clinical consequences if used for a binary classification of subjects into a group who should and into a group who should not be treated. The key concept for this type of evaluation is the "net benefit", a concept borrowed from utility theory. We recall the foundations of decision curve analysis...... hiện toàn bộ
What maximizes the effectiveness and implementation of technology-based interventions to support healthcare professional practice? A systematic literature review
BMC Medical Informatics and Decision Making - Tập 18 - Trang 1-21 - 2018
C Keyworth, J Hart, C J Armitage, M P Tully
Technological support may be crucial in optimizing healthcare professional practice and improving patient outcomes. A focus on electronic health records has left other technological supports relatively neglected. Additionally, there has been no comparison between different types of technology-based interventions, and the importance of delivery setting on the implementation of technology-based inte...... hiện toàn bộ
An exploratory study of public’ awareness about robotics-assisted surgery in Kuwait
BMC Medical Informatics and Decision Making - Tập 20 - Trang 1-7 - 2020
Ali Jasem Buabbas, Saad Aldousari, Abrar Abdulmohsen Shehab
The adoption of robotic-assisted surgery (RAS) requires a clear willingness, not only from healthcare organization to operate the robotic system but also from the public that is going to perceive it. This study aims to explore public’s awareness, understanding and their perceptions towards RAS in Kuwait. This cross-sectional study used a survey questionnaire that was disseminated on a tablet devic...... hiện toàn bộ
A mixed-method research to investigate the adoption of mobile devices and Web2.0 technologies among medical students and educators
BMC Medical Informatics and Decision Making - - 2016
Si Fan, Jan Radford, Debbie Fabian
The past decade has witnessed the increasing adoption of Web 2.0 technologies in medical education. Recently, the notion of digital habitats, Web 2.0 supported learning environments, has also come onto the scene. While there has been initial research on the use of digital habitats for educational purposes, very limited research has examined the adoption of digital habitats by medical students and ...... hiện toàn bộ
Construction and effect evaluation of prediction model for red blood cell transfusion requirement in cesarean section based on artificial intelligence
BMC Medical Informatics and Decision Making -
Hang Chen, B. Cao, Jiangcun Yang, Rujie He, Xingqiu Xia, Xiaowen Zhang, Weigang Yan, Xiaodan Liang, Li Chen
Abstract Objectives This study intends to build an artificial intelligence model for obstetric cesarean section surgery to evaluate the intraoperative blood transfusion volume before operation, and compare the model prediction results with the actual results to evaluate the accuracy of the artificia...... hiện toàn bộ
Investigating ADR mechanisms with Explainable AI: a feasibility study with knowledge graph mining
BMC Medical Informatics and Decision Making - Tập 21 Số 1 - 2021
Emmanuel Bresso, Pierre Monnin, Cédric Bousquet, François Elie Calvier, Ndeye Coumba Ndiaye, Nadine Petitpain, Malika Smaïl-Tabbone, Adrien Coulet
Abstract Background Adverse drug reactions (ADRs) are statistically characterized within randomized clinical trials and postmarketing pharmacovigilance, but their molecular mechanism remains unknown in most cases. This is true even for hepatic or skin toxicities, which are classically monitored duri...... hiện toàn bộ
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