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Can surgical simulation be used to train detection and classification of neural networks?

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第一作者： Odysseas,Zisimopoulos

第一单位： Touch Surgery, Kinosis, Ltd, 230 City Road, EC1 V 2QY, London, UK.

作者： Odysseas,Zisimopoulos ^[1] ; Evangello,Flouty ^[1] ; Mark,Stacey ^[1] ; Sam,Muscroft ^[1] ; Petros,Giataganas ^[1] ; Jean,Nehme ^[1] ; Andre,Chow ^[1] ; Danail,Stoyanov ^[2]

作者单位： Touch Surgery, Kinosis, Ltd, 230 City Road, EC1 V 2QY, London, UK. ^[1] Touch Surgery, Kinosis, Ltd, 230 City Road, EC1 V 2QY, London, UK.;Computer Science, University College London, Gower Street, WC1E 6BT, London, UK. ^[2]

关键词 CAI surgical phase recognition algorithms Vision20 based tool detection biomedical optical imaging cataract surgery computer-assisted interventions deep convolutional neural networks deep learning generative adversarial networks image classification image recognition image segmentation learning (artificial intelligence)medical image processing neural nets surgery surgical simulation tool detection tool segmentation video signal processing

DOI 10.1049/htl.2017.0064

PMID 29184668

发布时间 2024-03-27

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Healthcare technology letters

2017年4卷5期

216-222页

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Healthcare technology letters

2017年4卷5期

216-222页

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Can surgical simulation be used to train detection and classification of neural networks?

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