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Catheter segmentation in X-ray fluoroscopy using synthetic data and transfer learning with light U-nets

Background and objectivesAutomated segmentation and tracking of surgical instruments and catheters under X-ray fluoroscopy hold the potential for enhanced image guidance in catheter-based endovascular procedures. This article presents a novel method for real-time segmentation of catheters and guidew...

पूर्ण विवरण

में बचाया:
ग्रंथसूची विवरण
में प्रकाशित:Comput Methods Programs Biomed
मुख्य लेखकों: Gherardini, Marta, Mazomenos, Evangelos, Menciassi, Arianna, Stoyanov, Danail
स्वरूप: Artigo
भाषा:Inglês
प्रकाशित: Elsevier Scientific Publishers 2020
विषय:
ऑनलाइन पहुंच:https://ncbi.nlm.nih.gov/pmc/articles/PMC7903142/
https://ncbi.nlm.nih.gov/pubmed/32171151
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.cmpb.2020.105420
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