The business lobby group appoints advisors to try to salvage its reputation as police investigate rape claims.
Business reporter, BBC News
The business lobby group's new head Rain Newton-Smith told members on Friday it had taken on the consultancy firm Principia Advisory.But it has already suffered an exodus of members.Its website suggests that ethical crises should be dealt with using a "whole systems' approach" involving accountability by identifying individuals responsible, followed by "deeper changes".
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CBI hires business ethics consultancy to spearhead survival bidRain Newton-Smith, the new CBI chief, has hired Principia to review its culture ahead of an EGM on June 6 that will determine the lobby group’s future, Sky News learns.
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moBRCA-net: a breast cancer subtype classification framework based on multi-omics attention neural networks - BMC BioinformaticsBackground Breast cancer is a highly heterogeneous disease that comprises multiple biological components. Owing its diversity, patients have different prognostic outcomes; hence, early diagnosis and accurate subtype prediction are critical for treatment. Standardized breast cancer subtyping systems, mainly based on single-omics datasets, have been developed to ensure proper treatment in a systematic manner. Recently, multi-omics data integration has attracted attention to provide a comprehensive view of patients but poses a challenge due to the high dimensionality. In recent years, deep learning-based approaches have been proposed, but they still present several limitations. Results In this study, we describe moBRCA-net, an interpretable deep learning-based breast cancer subtype classification framework that uses multi-omics datasets. Three omics datasets comprising gene expression, DNA methylation and microRNA expression data were integrated while considering the biological relationships among them, and a self-attention module was applied to each omics dataset to capture the relative importance of each feature. The features were then transformed to new representations considering the respective learned importance, allowing moBRCA-net to predict the subtype. Conclusions Experimental results confirmed that moBRCA-net has a significantly enhanced performance compared with other methods, and the effectiveness of multi-omics integration and omics-level attention were identified. moBRCA-net is publicly available at https://github.com/cbi-bioinfo/moBRCA-net .
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CBI hires business ethics consultancy to spearhead survival bidRain Newton-Smith, the new CBI chief, has hired Principia to review its culture ahead of an EGM on June 6 that will determine the lobby group’s future, Sky News learns.
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Property consultancy Eddisons acquires Lincoln firm Banks Long & CoThe Lincoln firm will join Eddisons' existing network of 25 UK offices
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Eagle-eyed royal fans spot massive error on coronation medal handed to staffThe Department for Culture, Media and Sport unveiled snaps of the nickel silver medal this morning.
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