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Articles by Derek Berger
Gender effects and racial biases in mate selection as revealed by machine learning
1 day ago Other Republican figures are also sounding the alarm ahead of next year's midterm elections. A senior House Republican reportedly warned that Rep. Marjorie Taylor Greene’s (R-Ga.) shocking resignation is just the beginning, and predicted that what happens next could cost the GOP the majority even …
Diagnosing and Characterizing Chronic Kidney Disease with Machine Learning: The Value of Clinical Patient Characteristics as Evidenced from an Open Dataset
All articles published by MDPI are made immediately available worldwide under an open access license. No special permission is required to reuse all or part of the article published by MDPI, including figures and tables. For articles published under an open access Creative Common CC BY license, any part of the article may be reused without permission provided that the original article is clearly cited. For more information, please refer to https://www.mdpi.com/openaccess.
Mitigating Bias Due to Race and Gender in Machine Learning Predictions of Traffic Stop Outcomes
All articles published by MDPI are made immediately available worldwide under an open access license. No special permission is required to reuse all or part of the article published by MDPI, including figures and tables. For articles published under an open access Creative Common CC BY license, any part of the article may be reused without permission provided that the original article is clearly cited. For more information, please refer to https://www.mdpi.com/openaccess.
Swapping out microservices gracefully with the help of AWS
Introduction The AWS load balancer controller is a key enabler for running services in Amazon EKS, using AWS APIs to provision load balancer resources. But this controller can help with more than just everyday management of load balancers. For instance, it greatly simplified how my team released APIs during a major project to rewrite our services in a new language. Background Our application follows a common pattern for running microservices in EKS.
Taking Your Releases Into Overdrive with GitHub Actions
Introduction GitHub Actions’ seamless integration with version control simplifies creating and executing operations and infrastructure workflows. Two key features of Actions for building efficient workflows are: Composite actions. Composite actions let you create combinations of steps that you can reuse across different kinds of workflows. Job outputs. Outputs make values derived from one job's steps available to downstream jobs' steps.
Error Consistency for Machine Learning Evaluation and Validation with Application to Biomedical Diagnostics
Abstract : Supervised machine learning classification is the most common example of artificial intelligence (AI) in industry and in academic research. These technologies predict whether a series of measurements belong to one of multiple groups of examples on which the machine was previously trained.
Machine learning predicts blood lactate levels in children after cardiac surgery in paediatric ICU
A non-negligible proportion of patients suffer from cardiac arrest after cardiac surgery, resulting in poor prognoses. Reference Ahmadi and Aarabi1 Small children like neonates and infants are more prone to experience adverse events, such as cardiac arrest, especially for those who have single-ventricle circulation and complex heart anomalies. To prevent such major adverse events in the paediatric ICU, predictive physiological markers have been sought.
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