David J. Hawkes | DeepAI

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Featured Co-authors

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∙ 01/15/2021

Towards a Computed-Aided Diagnosis System in Colonoscopy: Automatic Polyp Segmentation Using Convolution Neural Networks

Early diagnosis is essential for the successful treatment of bowel cance...

16 Patrick Brandao, et al. ∙

∙ 08/20/2020

Image quality assessment for closed-loop computer-assisted lung ultrasound

We describe a novel, two-stage computer assistance system for lung anoma...

0 Zachary M. C. Baum, et al. ∙

∙ 05/19/2020

The challenges of deploying artificial intelligence models in a rapidly evolving pandemic

The COVID-19 pandemic, caused by the severe acute respiratory syndrome c...

0 Yipeng Hu, et al. ∙

∙ 09/16/2019

Reproducibility of an airway tapering measurement in CT with application to bronchiectasis

Purpose: This paper proposes a pipeline to acquire a scalar tapering mea...

7 Kin Quan, et al. ∙

∙ 09/14/2019

Tapering Analysis of Airways with Bronchiectasis

Bronchiectasis is the permanent dilation of airways. Patients with the d...

6 Kin Quan, et al. ∙

∙ 06/18/2018

Uncertainty in multitask learning: joint representations for probabilistic MR-only radiotherapy planning

Multi-task neural network architectures provide a mechanism that jointly...

2 Felix J. S. Bragman, et al. ∙

∙ 02/09/2018

Augmented Reality needle ablation guidance tool for Irreversible Electroporation in the pancreas

Irreversible electroporation (IRE) is a soft tissue ablation technique s...

0 Timur Kuzhagaliyev, et al. ∙

∙ 01/15/2015

Computer-assisted polyp matching between optical colonoscopy and CT colonography: a phantom study

Potentially precancerous polyps detected with CT colonography (CTC) need...

0 Holger R. Roth, et al. ∙

∙ 07/23/2013

Numerical Methods for Coupled Reconstruction and Registration in Digital Breast Tomosynthesis

Digital Breast Tomosynthesis (DBT) provides an insight into the fine det...

0 Guang Yang, et al. ∙

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