作者
Neil T Clancy, Geoffrey Jones, Lena Maier-Hein, Daniel S Elson, Danail Stoyanov
发表日期
2020/7/1
期刊
Medical image analysis
卷号
63
页码范围
101699
出版商
Elsevier
简介
Recent technological developments have resulted in the availability of miniaturised spectral imaging sensors capable of operating in the multi- (MSI) and hyperspectral imaging (HSI) regimes. Simultaneous advances in image-processing techniques and artificial intelligence (AI), especially in machine learning and deep learning, have made these data-rich modalities highly attractive as a means of extracting biological information non-destructively. Surgery in particular is poised to benefit from this, as spectrally-resolved tissue optical properties can offer enhanced contrast as well as diagnostic and guidance information during interventions. This is particularly relevant for procedures where inherent contrast is low under standard white light visualisation. This review summarises recent work in surgical spectral imaging (SSI) techniques, taken from Pubmed, Google Scholar and arXiv searches spanning the period …
引用总数
20202021202220232024524324217
学术搜索中的文章
NT Clancy, G Jones, L Maier-Hein, DS Elson… - Medical image analysis, 2020