Online Health Search Via Multidimensional Information Quality Assessment Based on Deep Language Models: Algorithm Development and Validation [0.03%]
基于深度语言模型的多维信息质量评估的在线健康搜索：算法开发与验证
Boya Zhang,Nona Naderi,Rahul Mishra et al.
Boya Zhang et al.
Background: Widespread misinformation in web resources can lead to serious implications for individuals seeking health advice. Despite that, information retrieval models are often focused only on the query-document releva...
Provider Perspectives on Artificial Intelligence-Guided Screening for Low Ejection Fraction in Primary Care: Qualitative Study [0.03%]
基层医疗人工智能筛查左心室射血分数低的供应商视角定性研究
Barbara Barry,Xuan Zhu,Emma Behnken et al.
Barbara Barry et al.
Background: The promise of artificial intelligence (AI) to transform health care is threatened by a tangle of challenges that emerge as new AI tools are introduced into clinical practice. AI tools with high accuracy, espe...
Assessing Elevated Blood Glucose Levels Through Blood Glucose Evaluation and Monitoring Using Machine Learning and Wearable Photoplethysmography Sensors: Algorithm Development and Validation [0.03%]
基于机器学习和可穿戴光电容积描记传感器的血糖评估与监测算法的设计与验证：评估并升高血糖水平
Bohan Shi,Satvinder Singh Dhaliwal,Marcus Soo et al.
Bohan Shi et al.
Background: Diabetes mellitus is the most challenging and fastest-growing global public health concern. Approximately 10.5% of the global adult population is affected by diabetes, and almost half of them are undiagnosed. ...
A Trainable Open-Source Machine Learning Accelerometer Activity Recognition Toolbox: Deep Learning Approach [0.03%]
一种可训练的开源机器学习加速计活动识别工具箱：深度学习方法
Fluri Wieland,Claudio Nigg
Fluri Wieland
Background: The accuracy of movement determination software in current activity trackers is insufficient for scientific applications, which are also not open-source. ...
Deep Learning to Detect Pancreatic Cystic Lesions on Abdominal Computed Tomography Scans: Development and Validation Study [0.03%]
基于深度学习的腹部CT扫描胰腺囊性病变检测技术的研发与验证研究
Maria Montserrat Duh,Neus Torra-Ferrer,Meritxell Riera-Marín et al.
Maria Montserrat Duh et al.
Background: Pancreatic cystic lesions (PCLs) are frequent and underreported incidental findings on computed tomography (CT) scans and can evolve to pancreatic cancer-the most lethal cancer, with less than 5 months of life...
Predicting Treatment Interruption Among People Living With HIV in Nigeria: Machine Learning Approach [0.03%]
尼日利亚HIV患者治疗中断的预测：机器学习方法
Matthew-David Ogbechie,Christa Fischer Walker,Mu-Tien Lee et al.
Matthew-David Ogbechie et al.
Background: Antiretroviral therapy (ART) has transformed HIV from a fatal illness to a chronic disease. Given the high rate of treatment interruptions, HIV programs use a range of approaches to support individuals in adhe...
Chanjung Lee,Brian Jo,Hyunki Woo et al.
Chanjung Lee et al.
Background: Chronic disease management is a major health issue worldwide. With the paradigm shift to preventive medicine, disease prediction modeling using machine learning is gaining importance for precise and accurate m...
Artificial Intelligence Algorithms in Health Care: Is the Current Food and Drug Administration Regulation Sufficient? [0.03%]
医疗保健领域的人工智能算法：现行食品药品监督管理是否足够？
Meghavi Mashar,Shreya Chawla,Fangyue Chen et al.
Meghavi Mashar et al.
Given the growing use of machine learning (ML) technologies in health care, regulatory bodies face unique challenges in governing their clinical use. Under the regulatory framework of the Food and Drug Administration, approved ML algorithms...
Machine Learning Models Versus the National Early Warning Score System for Predicting Deterioration: Retrospective Cohort Study in the United Arab Emirates [0.03%]
机器学习模型与国家早期预警评分系统在预测病情恶化方面的对比：阿拉伯联合酋长国的回顾性队列研究
Hazem Lashen,Terrence Lee St John,Y Zaki Almallah et al.
Hazem Lashen et al.
Background: Early warning score systems are widely used for identifying patients who are at the highest risk of deterioration to assist clinical decision-making. This could facilitate early intervention and consequently i...
Introducing JMIR AI [0.03%]
JMIR人工智能期刊揭牌
Khaled El Emam,Bradley Malin
Khaled El Emam
JMIR AI is a new journal with a focus on publishing applied artificial intelligence and machine learning research. This editorial provides an overview of the primary objectives, the focus areas of the journal, and the types of articles that...
Editorial
JMIR AI. 2022 Sep 20;1(1):e42046. DOI:10.2196/42046 2022