The effect of nursing participation in the design of a critical care information system: a case study in a Chinese hospitalBMC 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 adultsBMC 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
A study of clinical and information management processes in the surgical pre-assessment clinicBMC 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
An exploratory study of public’ awareness about robotics-assisted surgery in KuwaitBMC 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
Investigating ADR mechanisms with Explainable AI: a feasibility study with knowledge graph miningBMC 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