Reducing healthcare disparities using multiple multiethnic data distributions with fine-tuning of transfer learning
Sign Up to like & getrecommendations! Published in 2022 at "Briefings in bioinformatics"
DOI: 10.1093/bib/bbac078
Abstract: Healthcare disparities in multiethnic medical data is a major challenge; the main reason lies in the unequal data distribution of ethnic groups among data cohorts. Biomedical data collected from different cancer genome research projects may… read more here.
Keywords: data distributions; healthcare disparities; transfer learning; fine tuning ... See more keywords
An Intelligent Fault Diagnostic Method Based on 2D-gcForest and L${}_{\text{2,p}}$-PCA Under Different Data Distributions
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Industrial Informatics"
DOI: 10.1109/tii.2022.3168325
Abstract: Intelligent diagnosis based on deep learning can reveal the health status of running equipment and is attracting attention for an increasing number of industrial systems. However, two challenges, namely, the construction of deep models and… read more here.
Keywords: data distributions; method based; based gcforest; different data ... See more keywords
Use of expert elicitation in the field of occupational hygiene: Comparison of expert and observed data distributions
Sign Up to like & getrecommendations! Published in 2022 at "PLoS ONE"
DOI: 10.1371/journal.pone.0269704
Abstract: The concept of professional judgement underpins the way in which an occupational hygienist assesses an exposure problem. Despite the importance placed on professional judgement in the discipline, a method of assessment to characterise accuracy has… read more here.
Keywords: data distributions; occupational hygiene; elicitation; professional judgement ... See more keywords