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Clinical and Economic Evaluation of a Real-Time Chest X-Ray Computer-Aided Detection System for Misplaced Endotracheal and Nasogastric Tubes and Pneumothorax in Emergency and Critical Care Settings: Protocol for a Cluster Randomized Controlled Trial

Clinical and Economic Evaluation of a Real-Time Chest X-Ray Computer-Aided Detection System for Misplaced Endotracheal and Nasogastric Tubes and Pneumothorax in Emergency and Critical Care Settings: Protocol for a Cluster Randomized Controlled Trial

For categorical outcomes, including the rates of misplacement and other related interventions, chi-square test will be used. In addition, proportional tests will be conducted to examine the differences in the frequency of interventions across the 2 groups. The study will also incorporate a health care technology and economic evaluation framework to assess the cost-effectiveness of the AI system alongside its clinical effectiveness.

Chu-Lin Tsai, Teresa Cheng-Chieh Chu, Chih-Hung Wang, Wei-Tien Chang, Min-Shan Tsai, Shih-Chi Ku, Yen-Hung Lin, Hao-Chih Tai, Shuenn-Wen Kuo, Kuo-Chuan Wang, Anne Chao, Sung-Chun Tang, Wei-Lun Liu, Ming-Han Tsai, Ting-Ann Wang, Shu-Lin Chuang, Yi-Chia Lee, Lu-Cheng Kuo, Chiuan-Jung Chen, Jia-Horng Kao, Weichung Wang, Chien-Hua Huang

JMIR Res Protoc 2025;14:e72928

The Use of Natural Language Processing to Interpret Unstructured Patient Feedback on Health Services: Scoping Review

The Use of Natural Language Processing to Interpret Unstructured Patient Feedback on Health Services: Scoping Review

Lin et al [27] applied topic modeling to web-based reviews of dental care, finding that higher ratings were associated with female dentists, dentists at a younger age, and those whose patients experienced a short wait time. They also identified several topics that corresponded to Consumer Assessment of Healthcare Providers and Systems (CAHPS) measures [73], including discomfort (eg, painful or painless root canal or deep cleaning) and ethics (eg, high-pressure sales and unnecessary dental work) [27].

Ali Feizollah, Chiu-Yi Lin, Lucy O'Malley, Wendy Thompson, Stefan Listl, Matthew Byrne

J Med Internet Res 2025;27:e72853

Automatic Image Recognition Meal Reporting Among Young Adults: Randomized Controlled Trial

Automatic Image Recognition Meal Reporting Among Young Adults: Randomized Controlled Trial

Chi-square and t tests were applied to examine the baseline characteristics of participants for categorical and continuous variables, respectively. The accuracy between different groups was reported as the proportion of error, calculated as the number of errors or total answer items. The time duration for operating assessment was also used to evaluate efficiency. As the time duration is a continuous variable, a t test was used to assess and compare the difference between the 2 groups.

Prasan Kumar Sahoo, Sherry Yueh-Hsia Chiu, Yu-Sheng Lin, Chien-Hung Chen, Denisa Irianti, Hsin-Yun Chen, Mekhla Sarkar, Ying-Chieh Liu

JMIR Mhealth Uhealth 2025;13:e60070