Critical care information display approaches and design frameworks: A systematic review and meta-analysis [0.03%]
重症监护信息显示方法与设计框架：系统回顾和元分析
Melanie C Wright,Damian Borbolla,Rosalie G Waller et al.
Melanie C Wright et al.
Objective: To systematically review original user evaluations of patient information displays relevant to critical care and understand the impact of design frameworks and information presentation approaches on decision-ma...
Computational methods to identify bimodal gene expression and facilitate personalized treatment in cancer patients [0.03%]
计算识别双峰基因表达的的方法以及在癌症患者中实现个性化治疗
Laura Moody,Suparna Mantha,Hong Chen et al.
Laura Moody et al.
Standard methods for detecting cancer-associated genes rely on comparison of sample means between cancer patients and healthy controls. While such methods have successfully identified several oncogenes and tumor suppressor genes, they negle...
CCMP: Software-as-a-service approach for fully-automated microbiome profiling [0.03%]
基于软件服务的全自动微生物组分析平台
Sung Yong Park,Sayan Nanda,Gina Faraci et al.
Sung Yong Park et al.
Microbiome profiling holds great promise for the development of novel disease biomarkers and therapeutics. Next-generation sequencing is currently the preferred method for microbiome data collection and multiple standardized tools, packages...
Bayesian multitask learning regression for heterogeneous patient cohorts [0.03%]
面向异构患者群体的贝叶斯多任务学习回归方法
Andre Goncalves,Priyadip Ray,Braden Soper et al.
Andre Goncalves et al.
Multitask learning (MTL) leverages commonalities across related tasks with the aim of improving individual task performance. A key modeling choice in designing MTL models is the structure of the tasks' relatedness, which may not be known. H...
On beyond Gruber: "Ontologies" in today's biomedical information systems and the limits of OWL [0.03%]
超越格鲁伯：当今生物医学信息系统中的“本体”以及OWL的局限性
Alan Rector,Stefan Schulz,Jean Marie Rodrigues et al.
Alan Rector et al.
The word "ontology" was introduced to information systems when only closed-world reasoning systems were available. It was "borrowed" from philosophy, but literal links to its philosophical meaning were explicitly disavowed. Since then, open...
A socio-technical systems approach to the use of health IT for patient reported outcomes: Patient and healthcare provider perspectives [0.03%]
从社会技术系统的角度使用卫生信息技术进行患者报告结果：患者和医疗保健提供者的观点
Deliya B Wesley,Laura Schubel,Chun-Ju Hsiao et al.
Deliya B Wesley et al.
Background: Patient-Reported Outcomes (PROs) can be used to inform the clinical management of individuals, including patient self-management, care planning, and goal setting. Despite a rapid proliferation of technology to...
A strategy for validation of variables derived from large-scale electronic health record data [0.03%]
基于大规模电子健康记录数据衍生变量验证策略的研究
Lin Liu,Ranier Bustamante,Ashley Earles et al.
Lin Liu et al.
Purpose: Standardized approaches for rigorous validation of phenotyping from large-scale electronic health record (EHR) data have not been widely reported. We proposed a methodologically rigorous and efficient approach to...
Interpretability of time-series deep learning models: A study in cardiovascular patients admitted to Intensive care unit [0.03%]
时间序列深度学习模型的可解释性：心血管重症监护病房患者的案例研究
Ilaria Gandin,Arjuna Scagnetto,Simona Romani et al.
Ilaria Gandin et al.
Interpretability is fundamental in healthcare problems and the lack of it in deep learning models is currently the major barrier in the usage of such powerful algorithms in the field. The study describes the implementation of an attention l...
A section identification tool: Towards HL7 CDA/CCR standardization in Spanish discharge summaries [0.03%]
一种节标识别工具：面向西班牙语出院小结的HL7 CDA/CCR标准化研究
Iakes Goenaga,Xabier Lahuerta,Aitziber Atutxa et al.
Iakes Goenaga et al.
Background: Nowadays, with the digitalization of healthcare systems, huge amounts of clinical narratives are available. However, despite the wealth of information contained in them, interoperability and extraction of rele...
Amelia J Averitt,Patrick B Ryan,Chunhua Weng et al.
Amelia J Averitt et al.
Evidence-Based Medicine (EBM) encourages clinicians to seek the most reputable evidence. The quality of evidence is organized in a hierarchy in which randomized controlled trials (RCTs) are regarded as least biased. However, RCTs are plague...