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Multimodality Medical Image Segmentation

Automated delineation of tissues, organs and hot-spot volumes from medical images by adaptively using the complementary information from multiple imaging modalities more...

Supervisor(s): Feng, David (Professor), Xia, Yong (Dr)

Medical Image Mining for Computer-Aided Diagnosis

Identification of valid, novel, potentially useful, and ultimately understandable pathologic patterns in large-scale medical image archives for computer-aided diagnosis more...

Supervisor(s): Feng, David (Professor), Xia, Yong (Dr)

Visual Feature Extraction for Image Pattern Classification

This study aims to investigate the various techniques of image feature extraction, and to develop new methodologies for various applications in the medical imaging domain. more...

Supervisor(s): Cai, Tom Weidong (Associate Professor)

Semantic Feature Description and Similarity Measurement for Large-scale Image Search

This project aims to design and develop new BOF-based approaches for medical image search on large-scale imaging databases. more...

Supervisor(s): Cai, Tom Weidong (Associate Professor)

Functional Brain Image Understanding for Differential Diagnosis of Dementia

Intelligent analysis of functional brain images and extraction of pathologic patterns from large-group study for early diagnosis of dementia types more...

Supervisor(s): Feng, David (Professor), Xia, Yong (Dr)

Feature-Centric Content Analysis for Bioimaging Informatics

This study aims to develop novel algorithms for content analysis in microscopic images, such as segmentation of cell nuclei, detection of certain cell structures, and tracing of cel more...

Supervisor(s): Cai, Tom Weidong (Associate Professor)

Neuroimaging Computing for Early Detection of Alzheimer’s Disease

The objective of this program is to investigate multi-modal neuroimaging data, especially the functional neuroimaging, to establish standardized computational methods for image-base more...

Supervisor(s): Cai, Tom Weidong (Associate Professor)

Magnetic resonance micro-imaging of human and animal tissue.

Use of magnetic resonance microimaging of human and animal tissue to study disease processes. more...

Supervisor(s): Bourne, Roger (Dr)

Impedance tomography for cardiac imaging: high speed tomography

This project will involve the development of a high speed 3D Electrical Impedance Tomography device for chest imaging to determine pulmonary and cardiac function. more...

Supervisor(s): McEwan, Alistair (Professor), Jin, Craig (Associate Professor), Leong, Philip (Professor)

Machine learning for visual recognition

This research project aims to develop new machine learning methods for various visual recognition tasks such as object/scene recognition, face and human gait recognition, activity r more...

Supervisor(s): Xu, Dong (Professor)