Lung & Heart Imaging · UCL Hawkes Institute
Turning chest CT into measurements that change patient care.
We build quantitative imaging and machine-learning methods for lung cancer screening, fibrotic lung disease and cardiothoracic imaging, based at the Hawkes Institute, University College London.
What we work on
Nodule detection, malignancy and mortality prediction from screening CT, and a compute-frugal chest CT foundation model.
7 papersAutomated airway quantification and imaging biomarkers that track progression and survival in pulmonary fibrosis.
8 papersSemi-supervised and calibrated segmentation that copes with scarce, noisy expert annotations.
3 papersEfficient deep-learning segmentation of the aorta and coronary arteries from routine thoracic imaging.
1 paper
Our study on CT-derived total lung volume in people with preserved ratio impaired spirometry (PRISm) has been published in The Lancet Medical Imaging & Theranostics.
