Faculty of Engineering: Recent submissions
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Transferable Multi-model Ensemble for Benign-Malignant Lung Nodule Classification on Chest CT
Published 2017-09-04The classification of benign versus malignant lung nodules using chest CT plays a pivotal role in the early detection of lung cancer and this early detection has the best chance of cure. Although deep learning is now the ...Open AccessConference paper -
Content-Based Retrieval of Brain Diffusion Magnetic Resonance Image
Published 2015-12-19The content-based retrieval of diffusion magnetic resonance (dMR) imaging data would enable a wide range of analyses on large databases with dMR images.This paper proposes a content-based retrieval framework for dMR images ...Open AccessConference paper -
Reconstruction of 3D neuron morphology using Rivulet back-tracking
Published 2016-06-16The 3D reconstruction of neuronal morphology is a powerful technique for investigating nervous systems. Due to the noises in optical microscopic images, the automated reconstruction of neuronal morphology has been a ...Open AccessConference paper -
Robust saliency detection via regularized random walks ranking
Published 2015-10-15In the field of saliency detection, many graph-based algorithms heavily depend on the accuracy of the pre-processed superpixel segmentation, which leads to significant sacrifice of detail information from the input image. ...Open AccessConference paper -
Longitudinal brain MR retrieval with diffeomorphic demons registration: What happened to those patients with similar changes?
Published 2015-07-23Current medical content-based retrieval (MCBR) systems for neuroimaging data mainly focus on retrieving the cross-sectional neuroimaging data with similar regional or global measurements. The longitudinal pathological ...Open AccessConference paper