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Adam Pennycuick

University College London

Gower Street

London, London WC1E 6BT

United Kingdom

  • University College London

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A Deep Learning Lung Cancer Segmentation Pipeline to Facilitate Ct-Based Radiomics

Number of pages: 24 Posted: 01 Jul 2025
Alfred So, Daryl Cheng, Shahab Aslani, Mehran Azimbagirad, Daisuke Yamada, Roberta Dunn, Eleni Josephides, Ellie McDowall, Annie-Rose Henry, Andrea Bille, Nishanth Sivarasan, Adam Pennycuick, Eleni Karapanagiotou and Joseph Jacob
affiliation not provided to SSRN, University College London, University College London, University College London - UCL Centre for Medical Imaging, University College London, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Guy's and St Thomas' NHS Foundation Trust - Department of Thoracic Surgery, affiliation not provided to SSRN, University College London, affiliation not provided to SSRN and University College London
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Abstract:

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Auto-segmentation, Radio-biomarkers, Non-small cell lung cancer, nnU-Net, Anatomical priors, Radiomics