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Development and usability evaluation of a mHealth application for albinism self-management
Reduced or absence of melanin poses physical, social, and psychological challenges to individuals with albinism. Mobile health (mHealth) applications have the potential to improve the accessibility of informat... (Source: BMC Medical Informatics and Decision Making)
Source: BMC Medical Informatics and Decision Making - June 13, 2023 Category: Information Technology Authors: Saman Mortezaei, Reza Rabiei, Farkhondeh Asadi and Hassan Emami Tags: Research Source Type: research

Construction of the XGBoost model for early lung cancer prediction based on metabolic indices
In this study, we assessed the use of plasma metabolites as biomarkers for lung cance... (Source: BMC Medical Informatics and Decision Making)
Source: BMC Medical Informatics and Decision Making - June 13, 2023 Category: Information Technology Authors: Xiuliang Guan, Yue Du, Rufei Ma, Nan Teng, Shu Ou, Hui Zhao and Xiaofeng Li Tags: Research article Source Type: research

Evaluating machine learning algorithms to Predict 30-day Unplanned REadmission (PURE) in Urology patients
This study aims to develop a probability calculator to predict unplanned readmissions (PURE)... (Source: BMC Medical Informatics and Decision Making)
Source: BMC Medical Informatics and Decision Making - June 13, 2023 Category: Information Technology Authors: Koen Welvaars, Michel P. J. van den Bekerom, Job N. Doornberg and Ernst P. van Haarst Tags: Research article Source Type: research

Using machine learning to develop a clinical prediction model for SSRI-associated bleeding: a feasibility study
Adverse drug events (ADEs) are associated with poor outcomes and increased costs but may be prevented with prediction tools. With the National Institute of Health All of Us (AoU) database, we employed machine lea... (Source: BMC Medical Informatics and Decision Making)
Source: BMC Medical Informatics and Decision Making - June 11, 2023 Category: Information Technology Authors: Jatin Goyal, Ding Quan Ng, Kevin Zhang, Alexandre Chan, Joyce Lee, Kai Zheng, Keri Hurley-Kim, Lee Nguyen, Lu He, Megan Nguyen, Sarah McBane, Wei Li and Christine Luu Cadiz Tags: Research article Source Type: research

Interpretable machine learning models for hospital readmission prediction: a two-step extracted regression tree approach
Advanced machine learning models have received wide attention in assisting medical decision making due to the greater accuracy they can achieve. However, their limited interpretability imposes barriers for pra... (Source: BMC Medical Informatics and Decision Making)
Source: BMC Medical Informatics and Decision Making - June 5, 2023 Category: Information Technology Authors: Xiaoquan Gao, Sabriya Alam, Pengyi Shi, Franklin Dexter and Nan Kong Tags: Research Source Type: research