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"Standardising Breast Radiotherapy Structure Naming Conventions: A Mach" by Ali Haidar, Matthew Field et al.

In progressing the use of big data in health systems, standardised nomenclature is required to enable data pooling and analyses. In many radiotherapy planning systems and their data archives, target volumes (TV) and organ-at-risk (OAR) structure nomenclature has not been standardised. Machine learning (ML) has been utilised to standardise volumes nomenclature in retrospective datasets. However, only subsets of the structures have been targeted. Within this paper, we proposed a new approach for standardising all the structures nomenclature by using multi-modal artificial neural networks. A cohort consisting of 1613 breast cancer patients treated with radiotherapy was identified from Liverpool & Macarthur Cancer Therapy Centres, NSW, Australia. Four types of volume characteristics were generated to represent each target and OAR volume: textual features, geometric features, dosimetry features, and imaging data. Five datasets were created from the original cohort, the first four repres ....

Macarthur Cancer Therapy Centres , Artificial Neural Networks , Data Standardisation , Multimodal Learning ,

Suade has appointed two industry leaders - Harry Chopra as Chief Client Officer (CCO) and Fred Becker as Chief Operating Officer (COO)

LONDON and NEW YORK, May 25, 2022 /PRNewswire/ Suade, a globally recognised leader in risk and regulatory technology, announced that it has enhanced its Executive Management Team with the ....

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Suade collaborates with World Economic Forum on 'Regulatory Technology for the 21st Century' white paper

/PRNewswire/ The World Economic Forum s Global Future Council for Agile Governance has collaborated to produce a whitepaper called Regulatory Technology for. ....

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Coventry Building Society, UK's 2nd Largest Building Society, partners with RegTech Suade to automate its regulatory reporting

Coventry Building Society is the most recent Building Society to select Suade as its technology partner for regulatory reporting. LONDON, March 24, 2022 /PRNewswire/ Suade, a globally ....

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