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Algorithmic fairness in artificial intelligence for medicine and healthcare
In healthcare, the development and deployment of insufficiently fair systems of artificial
intelligence (AI) can undermine the delivery of equitable care. Assessments of AI models …
intelligence (AI) can undermine the delivery of equitable care. Assessments of AI models …
[HTML][HTML] A survey on medical explainable AI (XAI): recent progress, explainability approach, human interaction and scoring system
The emerging field of eXplainable AI (XAI) in the medical domain is considered to be of
utmost importance. Meanwhile, incorporating explanations in the medical domain with …
utmost importance. Meanwhile, incorporating explanations in the medical domain with …
ExplaiNAble BioLogical Age (ENABL Age): an artificial intelligence framework for interpretable biological age
Background Biological age is a measure of health that offers insights into ageing. The
existing age clocks, although valuable, often trade off accuracy and interpretability. We …
existing age clocks, although valuable, often trade off accuracy and interpretability. We …
eXplainable Artificial Intelligence (XAI) in aging clock models
XAI is a rapidly progressing field of machine learning, aiming to unravel the predictions of
complex models. XAI is especially required in sensitive applications, eg in health care, when …
complex models. XAI is especially required in sensitive applications, eg in health care, when …
AM-EEGNet: An advanced multi-input deep learning framework for classifying stroke patient EEG task states
Stroke is the leading cause of adult disability among all prevalent pathologies around the
world. To improve post-stroke patients' active daily life and living quality, revealing the …
world. To improve post-stroke patients' active daily life and living quality, revealing the …
Prediction of occupant thermal state via infrared thermography and explainable AI
S Zhang, R Yao, H Wei, B Li - Energy and Buildings, 2024 - Elsevier
Accurate and real-time assessment of occupant thermal comfort can provide a solid
foundation for efficient air conditioning operations. Existing studies already show the …
foundation for efficient air conditioning operations. Existing studies already show the …
A hybrid modeling framework for generalizable and interpretable predictions of ICU mortality across multiple hospitals
ME Samadi, J Guzman-Maldonado, K Nikulina… - Scientific reports, 2024 - nature.com
The development of reliable mortality risk stratification models is an active research area in
computational healthcare. Mortality risk stratification provides a standard to assist physicians …
computational healthcare. Mortality risk stratification provides a standard to assist physicians …
Exploring pollutant joint effects in disease through interpretable machine learning
S Wang, T Zhang, Z Li, J Hong - Journal of Hazardous Materials, 2024 - Elsevier
Identifying the impact of pollutants on diseases is crucial. However, assessing the health
risks posed by the interplay of multiple pollutants is challenging. This study introduces the …
risks posed by the interplay of multiple pollutants is challenging. This study introduces the …
The association between hypoalbuminemia and microcirculation, endothelium, and glycocalyx disorders in children with sepsis
J Fernández‐Sarmiento… - …, 2023 - Wiley Online Library
Objective The objective of this study was to evaluate the association between serum
albumin levels and microcirculation changes, glycocalyx degradation, and the clinical …
albumin levels and microcirculation changes, glycocalyx degradation, and the clinical …
Introduction of Solid Foods in Preterm Infants and Its Impact on Growth in the First Year of Life—A Prospective Observational Study
M Thanhaeuser, M Gsoellpointner… - nutrients, 2024 - mdpi.com
The aim of this study was to investigate whether age at introduction of solid foods in preterm
infants influences growth in the first year of life. This was a prospective observational study …
infants influences growth in the first year of life. This was a prospective observational study …