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Developing Machine Learning Algorithms on Routinely Collected Administrative Health Data - Lessons from Ontario, Canada.

open access: yesInternational Journal of Population Data Science, 2022
There has been considerable growth in the development of machine learning models for clinical applications; however, less attention has been paid to applications at the health systems level.
Vinyas Harish   +10 more
doaj   +1 more source

Study of Dopant Activation in Silicon Employing Differential Hall Effect Metrology (DHEM)

open access: yesIEEE Journal of the Electron Devices Society, 2022
Differential Hall Effect Metrology (DHEM) technique was used to characterize highly n-type doped Si epi layers deposited on p-type Si wafers. Total dopant concentration, doping depth profile and post deposition annealing condition were changed for ...
Abhijeet Joshi, Bulent M. Basol
doaj   +1 more source

Decentralized federated learning through proxy model sharing

open access: yesNature Communications, 2023
Institutions in highly regulated domains such as finance and healthcare often have restrictive rules around data sharing. Federated learning is a distributed learning framework that enables multi-institutional collaborations on decentralized data with ...
Shivam Kalra   +4 more
doaj   +1 more source

Interannual Variations of Water and Carbon Dioxide Fluxes over a Semiarid Alpine Steppe on the Tibetan Plateau

open access: yesAdvances in Meteorology, 2022
Water and carbon exchanges between grassland and the atmosphere are important processes for water balance and carbon balance. Based on eddy covariance observations over a semiarid alpine steppe ecosystem in Bange on the Tibetan Plateau during the growing
Yang Liu   +5 more
doaj   +1 more source

Comparison Experiment for Rainfall Observation of Micro-smart Weather Stations

open access: yes应用气象学报, 2023
In order to enhance the understanding of rainfall observation performance of micro-smart (integrated) weather stations and to promote the application in rainfall observation operations, a comparative experiment for the rainfall observation of radar ...
Wang Zhenchao   +4 more
doaj   +1 more source

How genotype influences the egg quality in the second half of laying cycle? [PDF]

open access: yesJournal of Central European Agriculture, 2020
The objective of this study was to determine and compare egg quality from two genotypes of brown egg-laying hens in the second half of laying cycle (from 46 to 74 weeks of age).
Adam Kraus   +3 more
doaj   +1 more source

Predicting adverse outcomes due to diabetes complications with machine learning using administrative health data

open access: yesnpj Digital Medicine, 2021
Across jurisdictions, government and health insurance providers hold a large amount of data from patient interactions with the healthcare system.
Mathieu Ravaut   +10 more
doaj   +1 more source

SELECTION OF BITUMEN FOR THE PRODUCTION OF ASPHALT CONCRETE MIXTURES CONSIDERING THE OPERATING CONDITIONS [PDF]

open access: yesДороги і мости, 2022
Introduction. Asphalt concrete is the most common material for paving layers of roads. Significant advantages of asphalt concrete include high operational characteristics, relatively high technical values, suitability for regeneration and more.
Alina Yunak   +2 more
doaj   +1 more source

Screening and quantification of antibiotic residues in poultry products and feed in selected areas of Bangladesh [PDF]

open access: yesVeterinary World, 2023
Background and Aim: Antibiotic residues in livestock farming have been identified as a potential cause of antimicrobial resistance in humans and animals.
Aminatu Abubakar Sani   +9 more
doaj   +1 more source

Effects of Myostatin Mutation on Onset of Laying, Egg Production, Fertility, and Hatchability

open access: yesAnimals, 2021
Increased body weight and muscle mass, along with improved feed efficiency, by myostatin (MSTN) mutation in quail, supports the potential use of MSTN as a selection marker for higher meat yield in the poultry industry.
Joonbum Lee   +4 more
doaj   +1 more source

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