PPT-Convolutional Neural Network Transfer for Automated Glaucoma Identification

José Ignacio Orlando 12 Elena Prokofyeva 34 Mariana del Fresno 15 and Matthew B Blaschko 6 1 Instituto Pladema UNCPBA Tandil Argentina 2 Consejo Nacional de Investigaciones. Dr. Sharmila. Glaucoma clinic. Glaucoma. Glaucoma is an optic neuropathy with characteristic appearance of the optic disc and specific pattern of visual field defects that is associated frequently but not invariably with raised IOP. Presented by the Region 2 group:. Mari Garza-Facilitator. Yvette Bowerrman. Silvia Gonzalez. Lori Irvine. Susan Little. Jody Harris DeLeon. Glaucoma. Is a complicated group of diseases in which the intraocular pressure (IOP) of the eye is abnormally elevated. This abnormally high pressure results in optic nerve damage and eventually blindness.. Dr. Abdullah Al-Amri. Ophthalmology Consultant. Contents . Anatomy and basic . physiology.. Definition of glaucoma.. Classification of glaucoma.. Gonioscopy.. Measurement of IOP.. Primary open angle Vs closed angle glaucoma.. Phaco Trabeculectomy and . Phaco. with Express Tube Shunt Insertion. Dr Donald Morris DO. South Hills Eye Associates . Stating the Obvious. Review of Glaucoma. Optic neuropathy with . damage to the optic nerve . Conjunctivitis. Conjunctiva- lines the eyelids and the sclera. Conjunctivitis- inflammation of the conjunctiva caused by bacteria or virus. Treatment- eye drops or ointments. Glaucoma. Caused from an increase in intraocular pressure in the anterior chamber of the eye. . Neural . Network Architectures:. f. rom . LeNet. to ResNet. Lana Lazebnik. Figure source: A. . Karpathy. What happened to my field?. . Classification:. . ImageNet. Challenge top-5 error. Figure source: . Last time. Linear classifiers on pixels bad, need non-linear classifiers. Multi-layer . perceptrons. . overparametrized. Reduce parameters by local connections and shift invariance => Convolution. Convolutions. Reduce parameters. Capture shift-invariance: location of patch in image should not matter. Subsampling. Allows greater invariance to deformations. Allows the capture of large patterns with small filters. Article and Work by. : Justin . Salamon. and Juan Pablo Bello. Presented by . : . Dhara. Rana. Overall Goal of Paper. Create a way to classify environmental sound given an audio clip. Other methods of sound classification: (1) dictionary learning and (2) wavelet filter banks . Convolutional Codes COS 463 : Wireless Networks Lecture 9 Kyle Jamieson [Parts adapted from H. Balakrishnan ] So far, we’ve seen block codes Convolutional Codes: Simple design, especially at the transmitter Glaucoma is a series of illnesses affecting the visual nerves. It has an effect on your peripheral vision and, in the worst-case situation, can result in complete and irreversible vision loss. Glaucoma is the third leading cause of blindness worldwide. Dr Swati Sinkar provides Glaucoma treatment in Adelaide and here are the 9 biggest misconceptions about this dreadful eye disease. n,k. ) code by adding the r parity digits. An alternative scheme that groups the data stream into much smaller blocks k digits and encode them into n digits with order of k say 1, 2 or 3 digits at most is the convolutional codes. Such code structure can be realized using convolutional structure for the data digits.. Kannan . Neten. Dharan. Introduction . Alzheimer’s Disease is a kind of dementia which is caused by damage to nerve cells in the brain and the usual side effects of it are loss of memory or other cognitive impairments.. An overview and applications. Outline. Overview of Convolutional Neural Networks. The Convolution operation. A typical CNN model architecture. Properties of CNN models. Applications of CNN models. Notable CNN models.