Automatic glaucoma diagnosis through medical imaging informatics

Automatic glaucoma diagnosis through medical imaging informatics

Department of Ocular Imaging, Institute for Infocomm Research, Singapore, Singapore Department of Neural & Biomedical Technology, Institute for Infocomm Research, Singapore, Singapore Department of Computer Engineering, Nanyang Technological University, Singapore, Singapore Singapore Eye Research Institute, Singapore, Singapore Singapore National Eye Centre, Singapore, Singapore National Univer...

Research and applications: Automatic glaucoma diagnosis through medical imaging informatics

BACKGROUND Computer-aided diagnosis for screening utilizes computer-based analytical methodologies to process patient information. Glaucoma is the leading irreversible cause of blindness. Due to the lack of an effective and standard screening practice, more than 50% of the cases are undiagnosed, which prevents the early treatment of the disease. OBJECTIVE To design an automatic glaucoma diagn...

Towards Robust Deconvolution in Medical Imaging: Informatics, Diagnosis and Treatment

Robust deconvolution, the task of estimating hemodynamic parameters from measured spatio-temporal data, is a key problem in computed tomog-raphy perfusion. Traditionally, this has been accomplished by solving the inverse problem of the temporal tracer enhancement curves at each voxel independently. Incorporating spatial contextual information, i.e. information other than the temporal enhancemen...

Overview of Medical Imaging Informatics

High-performance medical imaging informatics.

The topic of High Performance Medical Image Computing for Image-Assisted Clinical Intervention and Decision-Making is central for imaging informatics, since the amount and complexity of imaging data continues to grow as new modalities are added to the radiological repertoire in an increasingly distributed (and often cloud-computing) environment. This top ic was the subject of the 2010 High Perf...