Adopting transfer learning for neuroimaging: a comparative analysis with a custom 3D convolution neural network model [0.03%]
采用迁移学习进行神经影像分析：与自定义的3D卷积神经网络模型的比较分析
Amira Soliman,Jose R Chang,Kobra Etminani et al.
Amira Soliman et al.
Background: In recent years, neuroimaging with deep learning (DL) algorithms have made remarkable advances in the diagnosis of neurodegenerative disorders. However, applying DL in different medical domains is usually chal...
Patient-provider communication while using a clinical decision support tool: explaining satisfaction with shared decision making for mammography screening [0.03%]
在使用临床决策支持工具时的医患交流：解释对乳房X线筛查共同决策的满意度
Yan Liu,Rachel Kornfield,Ellie Fan Yang et al.
Yan Liu et al.
Background: Clinical decision aids may support shared decision-making for screening mammography. To inform shared decision-making between patients and their providers, this study examines how patterns of using an EHR-inte...
Andre Vauvelle,Paidi Creed,Spiros Denaxas
Andre Vauvelle
Models that can effectively represent structured Electronic Healthcare Records (EHR) are central to an increasing range of applications in healthcare. Due to the sequential nature of health data, Recurrent Neural Networks have emerged as th...
Validating the representation of distance between infarct diseases using word embedding [0.03%]
使用词嵌入验证梗塞疾病之间距离表示的有效性
Daiki Yokokawa,Kazutaka Noda,Yasutaka Yanagita et al.
Daiki Yokokawa et al.
Background: The pivot and cluster strategy (PCS) is a diagnostic reasoning strategy that automatically elicits disease clusters similar to a differential diagnosis in a batch. Although physicians know empirically which di...
Moving toward a standardized diagnostic statement of pituitary adenoma using an information extraction model: a real-world study based on electronic medical records [0.03%]
使用信息提取模型走向标准化的腺垂体瘤诊断陈述：基于电子病历的真实世界研究
Jingya Zhou,Xiaopeng Guo,Lian Duan et al.
Jingya Zhou et al.
Purpose: Diagnostic statements for pituitary adenomas (PAs) are complex and unstandardized. We aimed to determine the most commonly used elements contained in the statements and their combination patterns and variations i...
Exploring facilitators of the implementation of electronic health records in Saudi Arabia [0.03%]
在沙特阿拉伯实施电子健康记录的促进因素探讨
Haitham A Alzghaibi,Hayley A Hutchings
Haitham A Alzghaibi
Introduction: The introduction of information technology was one of the key priorities for policy-makers in health care organisations over the last two decades due to the potential benefits of this technology to improve h...
Usability evaluation of mHealth apps for elderly individuals: a scoping review [0.03%]
老年人mHealth应用程序的可用性评估：范围审查
Qiuyi Wang,Jing Liu,Lanshu Zhou et al.
Qiuyi Wang et al.
Background: Usability is a key factor affecting the acceptance of mobile health applications (mHealth apps) for elderly individuals, but traditional usability evaluation methods may not be suitable for use in this populat...
Named entity recognition of Chinese electronic medical records based on a hybrid neural network and medical MC-BERT [0.03%]
基于混合神经网络和医学MC-BERT的中文电子病历命名实体识别研究
Peng Chen,Meng Zhang,Xiaosheng Yu et al.
Peng Chen et al.
Background: Named entity recognition (NER) of electronic medical records is an important task in clinical medical research. Although deep learning combined with pretraining models performs well in recognizing entities in ...
Facial biotype classification for orthodontic treatment planning using an alternative learning algorithm for tree augmented Naive Bayes [0.03%]
正畸治疗计划中的一种替代性学习算法在脸部生物型分类中的应用研究
Gonzalo A Ruz,Pamela Araya-Díaz,Pablo A Henríquez
Gonzalo A Ruz
Background: When designing a treatment in orthodontics, especially for children and teenagers, it is crucial to be aware of the changes that occur throughout facial growth because the rate and direction of growth can grea...
Medication adherence prediction through temporal modelling in cardiovascular disease management [0.03%]
通过心血管疾病管理中的时间建模预测药物依从性
William Hsu,James R Warren,Patricia J Riddle
William Hsu
Background: Chronic conditions place a considerable burden on modern healthcare systems. Within New Zealand and worldwide cardiovascular disease (CVD) affects a significant proportion of the population and it is the leadi...