Yasmeen George  Yasmeen George photo         

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Post-Doctoral Researcher
Melbourne Research Laboratory, Melbourne, Australia
  

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2019

Automatic Nipple Detection Method for Digital Skin Images with Psoriasis Lesions
Yasmeen George, Mohammad Aldeen, Rahil Garnavi
2019 Digital Image Computing: Techniques and Applications (DICTA), pp. 1-8
Abstract   smoothing, segmentation, psoriasis, pattern recognition, image based, hough transform, filter, computer vision, computer science, canny edge detector, artificial intelligence

Geotagging tweets to landmarks using convolutional neural networks with text and posting time
Kwan Hui Lim, Shanika Karunasekera, Aaron Harwood, Yasmeen George
Proceedings of the 24th International Conference on Intelligent User Interfaces, pp. 61-62, 2019
Abstract   machine learning, human computer interaction, geotagging, geolocation, convolutional neural network, computer science, artificial neural network, artificial intelligence

Automatic Scale Severity Assessment Method in Psoriasis Skin Images using Local Descriptors
Yasmeen Mourice George, Mohammad Aldeen, Rahil Garnavi
IEEE Journal of Biomedical and Health Informatics, 1-1, 2019
Abstract   texture descriptor, support vector machine, random forest, pattern recognition, local binary patterns, histogram, fuzzy logic, computer vision, computer science, codebook, cluster analysis, artificial intelligence

3D-CNN for Glaucoma Detection Using Optical Coherence Tomography
Yasmeen George, Bhavna J. Antony, Hiroshi Ishikawa, Gadi Wollstein, Joel Schuman, Rahil Garnavi
International Workshop on Ophthalmic Medical Image Analysis, 52-59, 2019
Abstract   voxel, visualization, segmentation, pattern recognition, optical coherence tomography, occlusion, glaucoma, direct analysis, deep learning, computer science, artificial intelligence


2018

Psoriasis Image Representation using Patch-based Dictionary Learning for Erythema Severity Scoring
Yasmeen George, Mohammad Aldeen, Rahil Garnavi
Computerized Medical Imaging and Graphics, Elsevier, 2018


2017

Medical image processing with application to psoriasis
Yasmeen George
2017
psoriasis, image segmentation, image processing, feature extraction, computer vision, computer science, artificial intelligence

A Pixel-Based Skin Segmentation in Psoriasis Images Using Committee of Machine Learning Classifiers
Yasmeen George, Mohammad Aldeen, Rahil Garnavi
Digital Image Computing: Techniques and Applications (DICTA), 2017 International Conference on, pp. 1--8

Automatic psoriasis lesion segmentation in two-dimensional skin images using multiscale superpixel clustering
Yasmeen M George, Mohammad Aldeen, Rahil Garnavi
Journal of Medical Imaging 4(4), 044004, International Society for Optics and Photonics, 2017


2016

Pixel-based skin segmentation in psoriasis images
Yasmeen George, Mohammad Aldeen, Rahil Garnavi
Engineering in Medicine and Biology Society (EMBC), 2016 IEEE 38th Annual International Conference of the, pp. 1352--1356


2015

Skin hair removal for 2D psoriasis images
Yasmeen George, Mohammad Aldeen, Rahil Garnavi
Digital Image Computing: Techniques and Applications (DICTA), 2015 International Conference on, pp. 1--8


2014

Remote Computer-Aided Breast Cancer Detection and Diagnosis System Based on Cytological Images
Yasmeen Mourice George, Hala Helmy Zayed, Mohamed Ismail Roushdy, Bassant Mohamed Elbagoury
IEEE Systems Journal 8(3), 949-964, 2014
Abstract   thresholding, support vector machine, probabilistic neural network, pattern recognition, multilayer perceptron, learning vector quantization, hough transform, computer vision, computer science, breast cancer classification, artificial neural network, arti


2013

Automated cell nuclei segmentation for breast fine needle aspiration cytology
Yasmeen M. George, Bassant M. Bagoury, Hala H. Zayed, Mohamed I. Roushdy
Signal Processing 93(10), 2804-2816, 2013
Abstract   thresholding, segmentation, hough transform, histogram, fine needle aspiration, computer vision, computer science, breast cancer, balanced histogram thresholding, artificial intelligence, adaptive histogram equalization


2012

Breast Fine Needle Tumor Classification using Neural Networks
Yasmeen M. George, Bassant Mohamed Elbagoury, Hala H. Zayed, Mohamed I. Roushdy
2012
Abstract   support vector machine, structured support vector machine, relevance vector machine, probabilistic neural network, perceptron, pattern recognition, multilayer perceptron, machine learning, learning vector quantization, computer science, artificial neural