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Machine_learning

Predicting In-Hospital Fall Risk Using Machine Learning With Real-Time Location System and Electronic Medical Records.

Hospital falls are the most prevalent and fatal event in healthcare, posing significant risks to patient health outcomes and institutional care quality. Real-time location system (RTLS) enables continuous tracking of patient location, providing a unique opportunity to monitor changes in...
๐Ÿ—“๏ธ 2025-02-01
๐Ÿ“ฐ Publication: Journal Of Cachexia Sarcopenia And Muscle
Read MorePredicting In-Hospital Fall Risk Using Machine Learning With Real-Time Location System and Electronic Medical Records.

Corrigendum to "Identifying cancer cachexia in patients without weight loss information: machine learning approaches to address a real-world challenge" Am J Clin Nutr 116 (2022) 1229-1239.

๐Ÿ—“๏ธ 2025-02-12
๐Ÿ“ฐ Publication: American Journal Of Clinical Nutrition
Read MoreCorrigendum to "Identifying cancer cachexia in patients without weight loss information: machine learning approaches to address a real-world challenge" Am J Clin Nutr 116 (2022) 1229-1239.

Early identification of potentially reversible cancer cachexia using explainable machine learning driven by body weight dynamics: a multicenter cohort study.

Cachexia is associated with multiple adverse outcomes in cancer. However, clinical decision-making for oncology patients at the cachexia stage presents significant challenges. This study aims to develop a machine learning (ML) model to identify potentially reversible cancer cachexia (PRCC). This...
๐Ÿ—“๏ธ 2025-01-08
๐Ÿ“ฐ Publication: American Journal Of Clinical Nutrition
Read MoreEarly identification of potentially reversible cancer cachexia using explainable machine learning driven by body weight dynamics: a multicenter cohort study.

A fluorescent aptasensor for deoxynivalenol detection based on Nb.BbvCI-assisted targeted-responsive three-way junctions integrated DNA walking machine.

Deoxynivalenol (DON) contamination in cereals is a widespread issue with global implications, necessitating the development of efficient detection methods. Here, a fluorescent aptasensor integrating target-responsive DNA three-way junction (TWJ) and DNA walking machine was developed to detect DON. The DON-specific...
๐Ÿ—“๏ธ 2024-12-06
๐Ÿ“ฐ Publication: Food Chemistry
Read MoreA fluorescent aptasensor for deoxynivalenol detection based on Nb.BbvCI-assisted targeted-responsive three-way junctions integrated DNA walking machine.

Feature Engineering for the Prediction of Scoliosis in 5q-Spinal Muscular Atrophy.

5q-Spinal muscular atrophy (SMA) is now one of the 5% treatable rare diseases worldwide. As disease-modifying therapies alter disease progression and patient phenotypes, paediatricians and consulting disciplines face new unknowns in their treatment decisions. Conclusions made from historical patient data...
๐Ÿ—“๏ธ 2024-12-05
๐Ÿ“ฐ Publication: Journal Of Cachexia Sarcopenia And Muscle
Read MoreFeature Engineering for the Prediction of Scoliosis in 5q-Spinal Muscular Atrophy.

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