[HTML][HTML] An individualized algorithm to predict mortality in COVID-19 pneumonia: a machine learning based study
ME Laino, E Generali, T Tommasini… - Archives of Medical …, 2022 - ncbi.nlm.nih.gov
… one of the biggest cohorts analyzed by machine learning approaches [22]. Furthermore, we
… In conclusion, we have developed and validated using a machine learning driven approach …
… In conclusion, we have developed and validated using a machine learning driven approach …
Machine learning: A new approach for dose individualization
QY Li, BH Tang, YE Wu, BF Yao… - Clinical …, 2024 - Wiley Online Library
… This systematic review aims to summarize the status of ML applications for dose individualization
by profiling the study design, ML algorithms, features, and performance validation with …
by profiling the study design, ML algorithms, features, and performance validation with …
The effect of machine learning regression algorithms and sample size on individualized behavioral prediction with functional connectivity features
… only six machine learning regression algorithms that have been commonly used to date in
neuroimaging filed. Obviously, there are a number of widely used regression algorithms out …
neuroimaging filed. Obviously, there are a number of widely used regression algorithms out …
[HTML][HTML] Machine learning for treatment assignment: Improving individualized risk attribution
… of machine learning algorithms with useful statistical guarantees, we argue instead for modeling
the individualized … against ITE-estimation using machine learning, and describe how the …
the individualized … against ITE-estimation using machine learning, and describe how the …
From real‐world patient data to individualized treatment effects using machine learning: current and future methods to address underlying challenges
… training machine learning methods to estimate individualized … ‐of‐the‐art machine learning
methods for causal inference, … and machine learning for making individualized treatment …
methods for causal inference, … and machine learning for making individualized treatment …
Development and assessment of machine learning models for individualized risk assessment of mastectomy skin flap necrosis
… ML is a powerful tool that can provide individualized patient risk profiles by more … ML
algorithms trained on readily available perioperative clinical data can provide an individualized risk …
algorithms trained on readily available perioperative clinical data can provide an individualized risk …
[HTML][HTML] Machine learning–couched treatment algorithms tailored to individualized profile of patients with primary anterior chamber angle closure predisposed to the …
NI Kurysheva, OY Rodionova, AL Pomerantsev… - EPMA Journal, 2023 - Springer
… machine learning in the field of assessing the efficacy of PAC treatment. We hypothesized
that the multivariate data analysis utilizing machine learning … and treatment algorithms tailored …
that the multivariate data analysis utilizing machine learning … and treatment algorithms tailored …
Development and validation of a machine learning individualized treatment rule in first-episode schizophrenia
… treatment rule based on an ensemble machine learning … suggest that a clinically useful
individualized treatment rule for … , 38 we used diverse candidate algorithms to optimize Super …
individualized treatment rule for … , 38 we used diverse candidate algorithms to optimize Super …
Individualized PATE: Differentially private machine learning with individual privacy guarantees
… individualized variants of PATE, namely upsampling and weighting. Each variant modifies
the original PATE algorithm in some aspects to provide individualized … concrete algorithms …
the original PATE algorithm in some aspects to provide individualized … concrete algorithms …
[HTML][HTML] Personalized physical activity coaching: a machine learning approach
TB Dijkhuis, FJ Blaauw, MW Van Ittersum… - Sensors, 2018 - mdpi.com
… algorithm was the best performing algorithm (… of machine learning could become an
invaluable asset in the process of automated personalized coaching. The individualized algorithms …
invaluable asset in the process of automated personalized coaching. The individualized algorithms …
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