85 citations · 259 across the 14 of their papers we have counts for
14 papers
Towards a Computed-Aided Diagnosis System in Colonoscopy: Automatic Polyp Segmentation Using Convolution Neural Networks
Patrick Brandao, Odysseas Zisimopoulos, Evangelos Mazomenos +9
Early diagnosis is essential for the successful treatment of bowel cancers including colorectal cancer (CRC) and capsule endoscopic imaging with robotic actuation can be a valuable…
Image quality assessment for closed-loop computer-assisted lung ultrasound
Zachary M C Baum, Ester Bonmati, Lorenzo Cristoni +8
We describe a novel, two-stage computer assistance system for lung anomaly detection using ultrasound imaging in the intensive care setting to improve operator performance and pati…
The challenges of deploying artificial intelligence models in a rapidly evolving pandemic
Yipeng Hu, Joseph Jacob, Geoffrey JM Parker +3
The COVID-19 pandemic, caused by the severe acute respiratory syndrome coronavirus 2, emerged into a world being rapidly transformed by artificial intelligence (AI) based on big da…
Reproducibility of an airway tapering measurement in CT with application to bronchiectasis
Kin Quan, Ryutaro Tanno, Rebecca J. Shipley +4
Purpose: This paper proposes a pipeline to acquire a scalar tapering measurement from the carina to the most distal point of an individual airway visible on CT. We show the applica…
Tapering Analysis of Airways with Bronchiectasis
Kin Quan, Rebecca J. Shipley, Ryutaro Tanno +6
Bronchiectasis is the permanent dilation of airways. Patients with the disease can suffer recurrent exacerbations, reducing their quality of life. The gold standard to diagnose and…
Modelling Airway Geometry as Stock Market Data using Bayesian Changepoint Detection
Kin Quan, Ryutaro Tanno, Michael Duong +7
Numerous lung diseases, such as idiopathic pulmonary fibrosis (IPF), exhibit dilation of the airways. Accurate measurement of dilatation enables assessment of the progression of di…
Nonrigid reconstruction of 3D breast surfaces with a low-cost RGBD camera for surgical planning and aesthetic evaluation
Rene Lacher, Francisco Vasconcelos, Norman Williams +4
Accounting for 26% of all new cancer cases worldwide, breast cancer remains the most common form of cancer in women. Although early breast cancer has a favourable long-term prognos…
Spectral imaging of thermal damage induced during microwave ablation in the liver
Neil T. Clancy, Kurinchi Gurusamy, Geoffrey Jones +4
Induction of thermal damage to tissue through delivery of microwave energy is frequently applied in surgery to destroy diseased tissue such as cancer cells. Minimization of unwante…
Uncertainty in multitask learning: joint representations for probabilistic MR-only radiotherapy planning
Felix J. S. Bragman, Ryutaro Tanno, Zach Eaton-Rosen +6
Multi-task neural network architectures provide a mechanism that jointly integrates information from distinct sources. It is ideal in the context of MR-only radiotherapy planning a…
Augmented Reality needle ablation guidance tool for Irreversible Electroporation in the pancreas
Timur Kuzhagaliyev, Neil T. Clancy, Mirek Janatka +7
Irreversible electroporation (IRE) is a soft tissue ablation technique suitable for treatment of inoperable tumours in the pancreas. The process involves applying a high voltage el…
A Log-Euclidean and Total Variation based Variational Framework for Computational Sonography
Jyotirmoy Banerjee, Premal A. Patel, Fred Ushakov +5
We propose a spatial compounding technique and variational framework to improve 3D ultrasound image quality by compositing multiple ultrasound volumes acquired from different probe…
A comparative study of breast surface reconstruction for aesthetic outcome assessment
Rene Lacher, Francisco Vasconcelos, David Bishop +5
Breast cancer is the most prevalent cancer type in women, and while its survival rate is generally high the aesthetic outcome is an increasingly important factor when evaluating di…
Computer-assisted polyp matching between optical colonoscopy and CT colonography: a phantom study
Holger R. Roth, Thomas E. Hampshire, Emma Helbren +4
Potentially precancerous polyps detected with CT colonography (CTC) need to be removed subsequently, using an optical colonoscope (OC). Due to large colonic deformations induced by…
Numerical Methods for Coupled Reconstruction and Registration in Digital Breast Tomosynthesis
Guang Yang, John H. Hipwell, David J. Hawkes +1
Digital Breast Tomosynthesis (DBT) provides an insight into the fine details of normal fibroglandular tissues and abnormal lesions by reconstructing a pseudo-3D image of the breast…