Research Publications and Outputs: Recent submissions
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Efficient PET-CT image retrieval using graphs embedded into a vector space
Published 2014-06-06Combined positron emission tomography and computed tomography (PET-CT) produces functional data (from PET) in relation to anatomical context (from CT) and it has made a major contribution to improved cancer diagnosis, ...Open AccessConference paper -
Topology-aware illumination design for volume rendering
Published 2016-08-19Background: Direct volume rendering is one of flexible and effective approaches to inspect large volumetric data such as medical and biological images. In conventional volume rendering, it is often time consuming to set ...Open AccessArticle -
A Unified Collaborative Multi-kernel Fuzzy Clustering for Multiview Data
Published 2017-08-23Clustering is increasingly important for multiview data analytics and current algorithms are either based on the collaborative learning of local partitions or directly derived global clustering from multikernel learning. ...Open AccessArticle -
Stacked fully convolutional networks with multi-channel learning: application to medical image segmentation
Published 2017-05-04The automated segmentation of regions of interest (ROIs) in medical imaging is the fundamental requirement for the derivation of high-level semantics for image analysis in clinical decision support systems. Traditional ...Open AccessArticle -
Primary lung tumor segmentation from PET–CT volumes with spatial–topological constraint
Published 2015-07-02Open AccessArticle