M. Cree

Publications134
h-index28
Citations4,621
Highly Influential Citations271
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Retinal vessel segmentation using the 2-D Gabor wavelet and supervised classification
TLDR
We present a method for automated segmentation of the vasculature in retinal images by classifying each image pixel as vessel or nonvessel, based on the pixel's feature vector. Expand
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Retinopathy Online Challenge: Automatic Detection of Microaneurysms in Digital Color Fundus Photographs
TLDR
The detection of microaneurysms in digital color fundus photographs is a critical first step in automated screening for diabetic retinopathy, a common complication of diabetes. Expand
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Regularisation of neural networks by enforcing Lipschitz continuity
TLDR
We investigate the effect of explicitly enforcing the Lipschitz continuity of neural networks with respect to their inputs and show that the performance of the resulting models exceeds that of models trained with other common regularisers. Expand
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A comparison of computer based classification methods applied to the detection of microaneurysms in ophthalmic fluorescein angiograms.
TLDR
We compared the performance of three computer based classification methods when applied to the problem of detecting microaneurysms on digitised angiographic images of the retina. Expand
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Towards direct reconstruction from a gamma camera based on Compton scattering
  • M. Cree, P. Bones
  • Physics, Computer Science
  • IEEE Trans. Medical Imaging
  • 1 June 1994
TLDR
The Compton scattering camera (sometimes called the electronically collimated camera) has been shown by others to have the potential to better the photon counting statistics and the energy resolution of the camera for imaging in SPECT. Expand
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Automated Image Detection of Retinal Pathology
Automated image detection of retinal pathology / , Automated image detection of retinal pathology / , کتابخانه دیجیتال جندی شاپور اهواز
  • 93
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Separating true range measurements from multi-path and scattering interference in commercial range cameras
TLDR
We demonstrate an algorithm applied to both the Mesa Imaging SR-4000 and Canesta Inc. Expand
  • 94
  • 7
Achieving sub-millimetre precision with a solid-state full-field heterodyning range imaging camera
We have developed a full-field solid-state range imaging system capable of capturing range and intensity data simultaneously for every pixel in a scene with sub-millimetre range precision. The system… Expand
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Automated segmentation of retinal blood vessels and identification of proliferative diabetic retinopathy.
Proliferative diabetic retinopathy can lead to blindness. However, early recognition allows appropriate, timely intervention. Fluorescein-labeled retinal blood vessels of 27 digital images were… Expand
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An automated microaneurysm detector as a tool for identification of diabetic retinopathy in rural optometric practice
Background:  With the increase in the prevalence of diabetes, rural optometric clinics stand to increase their patient load and assessment of diabetic eye disease. This study aimed to assess whether… Expand
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