Deep learning-based frozen section to FFPE translation
KB Ozyoruk, S Can, GI Gokceler, K Basak… - arXiv preprint arXiv …, 2021 - arxiv.org
Frozen sectioning (FS) is the preparation method of choice for microscopic evaluation of
tissues during surgical operations. The high speed of the procedure allows pathologists to
rapidly assess the key microscopic features, such as tumour margins and malignant status to
guide surgical decision-making and minimise disruptions to the course of the operation.
However, FS is prone to introducing many misleading artificial structures (histological
artefacts), such as nuclear ice crystals, compression, and cutting artefacts, hindering timely …
tissues during surgical operations. The high speed of the procedure allows pathologists to
rapidly assess the key microscopic features, such as tumour margins and malignant status to
guide surgical decision-making and minimise disruptions to the course of the operation.
However, FS is prone to introducing many misleading artificial structures (histological
artefacts), such as nuclear ice crystals, compression, and cutting artefacts, hindering timely …
Deep Learning-based Frozen Section to FFPE Translation
K Bengisu Ozyoruk, S Can, G Irem Gokceler… - arXiv e …, 2021 - ui.adsabs.harvard.edu
Frozen sectioning (FS) is the preparation method of choice for microscopic evaluation of
tissues during surgical operations. The high speed of the procedure allows pathologists to
rapidly assess the key microscopic features, such as tumour margins and malignant status to
guide surgical decision-making and minimise disruptions to the course of the operation.
However, FS is prone to introducing many misleading artificial structures (histological
artefacts), such as nuclear ice crystals, compression, and cutting artefacts, hindering timely …
tissues during surgical operations. The high speed of the procedure allows pathologists to
rapidly assess the key microscopic features, such as tumour margins and malignant status to
guide surgical decision-making and minimise disruptions to the course of the operation.
However, FS is prone to introducing many misleading artificial structures (histological
artefacts), such as nuclear ice crystals, compression, and cutting artefacts, hindering timely …
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