On fitting data for parameter estimates: residual weighting and data representation
Sign Up to like & getrecommendations! Published in 2019 at "Rheologica Acta"
DOI: 10.1007/s00397-019-01135-1
Abstract: We describe a fundamental problem in fitting rheological data to infer parameters and thus structural information about a material. The results may depend greatly on subjective choices in the fitting method making such inferences non-unique… read more here.
Keywords: residual weighting; parameter estimates; weighting data; estimates residual ... See more keywords
Machine Learning-Based Hearing Aid Fitting Personalization Using Clinical Fitting Data
Sign Up to like & getrecommendations! Published in 2022 at "Journal of Healthcare Engineering"
DOI: 10.1155/2022/1667672
Abstract: The initial software fitting prescribed by the fitting formula largely depends on the patient's hearing loss, which may not be the optimal preference for a particular user. Certain criteria must also be readjusted by an… read more here.
Keywords: hearing; fitting data; algorithm; clinical fitting ... See more keywords
Fitting the data from embryo implantation prediction: Learning from label proportions
Sign Up to like & getrecommendations! Published in 2018 at "Statistical Methods in Medical Research"
DOI: 10.1177/0962280216651098
Abstract: Machine learning techniques have been previously used to assist clinicians to select embryos for human-assisted reproduction. This work aims to show how an appropriate modeling of the problem can contribute to improve machine learning techniques… read more here.
Keywords: data embryo; embryo implantation; label proportions; learning label ... See more keywords