Publications | Satsuma https://satsuma.cs.ucl.ac.uk/publication/ Publications Wowchemy (https://wowchemy.com)en-us© 2026 Satsuma Lab https://satsuma.cs.ucl.ac.uk/media/logo_huaa9e33eebbefdab839ba16be3fb10e32_132892_300x300_fit_lanczos_3.png Publications https://satsuma.cs.ucl.ac.uk/publication/ Expanded detection of early fibrotic phenotypes using lobar traction bronchiolectasis in lung cancer screening https://satsuma.cs.ucl.ac.uk/publication/cheng2026-ila/ Tue, 10 Mar 2026 00:00:00 +0000 https://satsuma.cs.ucl.ac.uk/publication/cheng2026-ila/ A computationally frugal, open-source chest CT foundation model for thoracic disease detection in lung cancer screening programmes https://satsuma.cs.ucl.ac.uk/publication/mcconnell2026-tangerine/ Wed, 04 Feb 2026 00:00:00 +0000 https://satsuma.cs.ucl.ac.uk/publication/mcconnell2026-tangerine/ Exploring Fairness and Performance Drivers Across State-of-the-Art Pulmonary Nodule Detection Algorithms https://satsuma.cs.ucl.ac.uk/publication/mccabe2025-faimi/ Sun, 21 Dec 2025 00:00:00 +0000 https://satsuma.cs.ucl.ac.uk/publication/mccabe2025-faimi/ Predicting histopathological features of aggressiveness in lung cancer using CT radiomics: a systematic review https://satsuma.cs.ucl.ac.uk/publication/cheng2024-radiomics/ Sun, 01 Sep 2024 00:00:00 +0000 https://satsuma.cs.ucl.ac.uk/publication/cheng2024-radiomics/ Enhancing cancer prediction in challenging screen-detected incident lung nodules using time-series deep learning https://satsuma.cs.ucl.ac.uk/publication/shahab-2024-lcp/ Mon, 03 Jun 2024 00:00:00 +0000 https://satsuma.cs.ucl.ac.uk/publication/shahab-2024-lcp/ Evaluation of automated airway morphological quantification for assessing fibrosing lung disease https://satsuma.cs.ucl.ac.uk/publication/pakzad2024-airquant/ Sun, 31 Mar 2024 00:00:00 +0000 https://satsuma.cs.ucl.ac.uk/publication/pakzad2024-airquant/ Optimising Chest X-Rays for Image Analysis by Identifying and Removing Confounding Factors https://satsuma.cs.ucl.ac.uk/publication/shahab-2023-cxr1/ Mon, 20 Nov 2023 00:00:00 +0000 https://satsuma.cs.ucl.ac.uk/publication/shahab-2023-cxr1/ CenTime: Event-conditional modelling of censoring in survival analysis https://satsuma.cs.ucl.ac.uk/publication/ahmed2023-centime/ Sun, 29 Oct 2023 00:00:00 +0000 https://satsuma.cs.ucl.ac.uk/publication/ahmed2023-centime/ A hybrid CNN-RNN approach for survival analysis in a Lung Cancer Screening study https://satsuma.cs.ucl.ac.uk/publication/lu2023_nlst_crnn/ Thu, 03 Aug 2023 00:00:00 +0000 https://satsuma.cs.ucl.ac.uk/publication/lu2023_nlst_crnn/ Automated airway quantification associates with mortality in idiopathic pulmonary fibrosis https://satsuma.cs.ucl.ac.uk/publication/tcheung2023-eurrad/ Sat, 01 Jul 2023 00:00:00 +0000 https://satsuma.cs.ucl.ac.uk/publication/tcheung2023-eurrad/ Delineating associations of progressive pleuroparenchymal fibroelastosis in patients with pulmonary fibrosis https://satsuma.cs.ucl.ac.uk/publication/eyjulfur-2022-ppfe/ Thu, 11 May 2023 00:00:00 +0000 https://satsuma.cs.ucl.ac.uk/publication/eyjulfur-2022-ppfe/ MisMatch: Calibrated Segmentation via Consistency on Differential Morphological Feature Perturbations with Limited Labels https://satsuma.cs.ucl.ac.uk/publication/moucheng2023a-tmi/ Wed, 10 May 2023 00:00:00 +0000 https://satsuma.cs.ucl.ac.uk/publication/moucheng2023a-tmi/ Utilisation of deep learning for COVID-19 diagnosis https://satsuma.cs.ucl.ac.uk/publication/shahab-2023-cxr2/ Sat, 11 Feb 2023 00:00:00 +0000 https://satsuma.cs.ucl.ac.uk/publication/shahab-2023-cxr2/ Airway measurement by refinement of synthetic images improves mortality prediction in idiopathic pulmonary fibrosis https://satsuma.cs.ucl.ac.uk/publication/pakzad2022-airway/ Sat, 08 Oct 2022 00:00:00 +0000 https://satsuma.cs.ucl.ac.uk/publication/pakzad2022-airway/ Bayesian Pseudo Labels: Expectation Maximization for Robust and Efficient Semi Supervised Segmentation https://satsuma.cs.ucl.ac.uk/publication/moucheng2022-miccai/ Tue, 27 Sep 2022 00:00:00 +0000 https://satsuma.cs.ucl.ac.uk/publication/moucheng2022-miccai/ Deep Learning Based Long Term Mortality Prediction in the National Lung Screening Trial https://satsuma.cs.ucl.ac.uk/publication/lu2022_nlst_mortality/ Thu, 24 Mar 2022 00:00:00 +0000 https://satsuma.cs.ucl.ac.uk/publication/lu2022_nlst_mortality/ Radiology of Bronchiectasis https://satsuma.cs.ucl.ac.uk/publication/pakzad2022-bronchiectasis/ Tue, 01 Mar 2022 21:30:42 +0000 https://satsuma.cs.ucl.ac.uk/publication/pakzad2022-bronchiectasis/ Survival Analysis for Idiopathic Pulmonary Fibrosis using CT Images and Incomplete Clinical Data https://satsuma.cs.ucl.ac.uk/publication/ahmed2022-midl/ Mon, 28 Feb 2022 00:00:00 +0000 https://satsuma.cs.ucl.ac.uk/publication/ahmed2022-midl/ Learning Morphological Feature Perturbation for Semi-Supervised Segmentation https://satsuma.cs.ucl.ac.uk/publication/moucheng2022-midl/ Sun, 27 Feb 2022 00:00:00 +0000 https://satsuma.cs.ucl.ac.uk/publication/moucheng2022-midl/ Evaluation of automated airway morphological quantification for assessing fibrosing lung disease https://satsuma.cs.ucl.ac.uk/publication/pakzad2021-airquant/ Fri, 19 Nov 2021 00:00:00 +0000 https://satsuma.cs.ucl.ac.uk/publication/pakzad2021-airquant/ A computationally efficient approach to segmentation of the aorta and coronary arteries using deep learning https://satsuma.cs.ucl.ac.uk/publication/cheung2021-segment-aorta/ Thu, 18 Feb 2021 00:00:00 +0000 https://satsuma.cs.ucl.ac.uk/publication/cheung2021-segment-aorta/ Mortality in combined pulmonary fibrosis and emphysema patients is determined by the sum of pulmonary fibrosis and emphysema https://satsuma.cs.ucl.ac.uk/publication/zhao2021-ipf-mortality/ Fri, 01 Jan 2021 00:00:00 +0000 https://satsuma.cs.ucl.ac.uk/publication/zhao2021-ipf-mortality/ Pleuroparenchymal fibroelastosis in idiopathic pulmonary fibrosis: Survival analysis using visual and computer-based computed tomography assessment https://satsuma.cs.ucl.ac.uk/publication/gudmundsson2021-ppfe/ Fri, 01 Jan 2021 00:00:00 +0000 https://satsuma.cs.ucl.ac.uk/publication/gudmundsson2021-ppfe/ Disentangling Human Error from Ground Truth in Segmentation of Medical Images https://satsuma.cs.ucl.ac.uk/publication/moucheng2020-nips/ Mon, 07 Dec 2020 00:00:00 +0000 https://satsuma.cs.ucl.ac.uk/publication/moucheng2020-nips/ Learning to Pay Attention to Mistakes https://satsuma.cs.ucl.ac.uk/publication/moucheng2020-bmvc/ Sun, 06 Sep 2020 00:00:00 +0000 https://satsuma.cs.ucl.ac.uk/publication/moucheng2020-bmvc/