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Journal Article
Journal Article
2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), ISSN 1094-687X, 08/2015, Volume 2015-, pp. 715 - 718
Glaucoma is a chronic and irreversible eye disease, which leads to deterioration in vision and quality of life. In this paper, we develop a deep learning (DL)... 
Training | Biomedical optical imaging | Neural networks | Machine learning | Optical imaging | Prediction algorithms | Diseases | Glaucoma | Quality of Life | ROC Curve | Algorithms | Humans | Neural Networks (Computer) | Learning | Automation | Architecture | Decisions | Diagnosis
Conference Proceeding
Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual Conference, ISSN 1557-170X, 07/2018, Volume 2018, pp. 5954 - 5957
Accurate optic disc (OD) segmentation is a fundamental step in computer-aided ocular disease diagnosis. In this paper, we propose a new pipeline to segment OD... 
Journal Article
2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), ISSN 1557-170X, 08/2016, Volume 2016-, pp. 1288 - 1291
The anterior chamber angle (ACA) plays an important role for diagnosis and treatment of angle-closure glaucoma. Anterior Segment Optical Coherence Tomography... 
Biomedical measurement | Iris | Image segmentation | Cornea | Shape | Anterior Chamber | Tomography, Optical Coherence | Humans | Anterior Eye Segment | Glaucoma, Angle-Closure - diagnosis | Gonioscopy
Conference Proceeding
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, ISSN 1557-170X, 07/2018, Volume 2018, pp. 862 - 865
Glaucoma is one of the major causes of blindness. Researchers keep looking for better ways to detect glaucoma in its early stage before it gets worse and... 
Journal Article
Medical Image Analysis, ISSN 1361-8415, 01/2020, Volume 59, p. 101570
Journal Article
2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), ISSN 1557-170X, 07/2017, Volume 2017, pp. 3142 - 3145
Age Related Macular Degeneration (AMD) is the third leading cause of blindness and the first one in the elderly. AMD usually causes central blindness due to... 
Support vector machines | Visualization | Sensitivity | Senior citizens | Blindness | Kernel | Diseases | Eye | Visual Field Tests | Visual Acuity | Humans | Vision Disorders | Macular Degeneration
Conference Proceeding
Journal of Radiation Research, ISSN 0449-3060, 2012, Volume 53, Issue 1, pp. 44 - 50
Journal Article
2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), ISSN 1557-170X, 08/2016, Volume 2016-, pp. 1348 - 1351
Age-related Macular Degeneration (AMD) is one of the leading causes of blindness in the elderly. Visual loss associated with AMD often results in a central... 
Eye Tracking | Visualization | Protocols | Gaze Analysis | Gaze tracking | Blindness | Vision Assessment | AMD | Impairment Detection | Retina | Calibration | Macular Degeneration - diagnostic imaging | Scotoma - physiopathology | Eye Movement Measurements | Macular Degeneration - physiopathology | Humans | Scotoma - diagnostic imaging
Conference Proceeding
2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI), ISSN 1945-7928, 04/2016, Volume 2016-, pp. 698 - 701
Vessel segmentation is a key step for various medical applications. This paper introduces the deep learning architecture to improve the performance of retinal... 
Image segmentation | Pathology | Vessel segmentation | Neural networks | Conditional Random Fields | Computer architecture | Machine learning | Retinal vessels | Convolutional Neural Networks | Learning | Segmentation | Architecture | Blood vessels | Robustness | Fields (mathematics) | Boundaries
Conference Proceeding
Journal Article
Evidence-based Complementary and Alternative Medicine, ISSN 1741-427X, 2016, Volume 2016, p. 3106980
Journal Article
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