Rahil Garnavi
According to our database1,
Rahil Garnavi
authored at least 61 papers
between 2005 and 2021.
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Bibliography
2021
Analyzing Epistemic and Aleatoric Uncertainty for Drusen Segmentation in Optical Coherence Tomography Images.
CoRR, 2021
Dueling Deep Q-Network For Unsupervised Inter-Frame Eye Movement Correction In Optical Coherence Tomography Volumes.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021
2020
Attention-Guided 3D-CNN Framework for Glaucoma Detection and Structural-Functional Association Using Volumetric Images.
IEEE J. Biomed. Health Informatics, 2020
Automatic Scale Severity Assessment Method in Psoriasis Skin Images Using Local Descriptors.
IEEE J. Biomed. Health Informatics, 2020
2019
IEEE J. Biomed. Health Informatics, 2019
CoRR, 2019
Image super-resolution using progressive generative adversarial networks for medical image analysis.
Comput. Medical Imaging Graph., 2019
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
Proceedings of the Ophthalmic Medical Image Analysis - 6th International Workshop, 2019
Proceedings of the 2019 Digital Image Computing: Techniques and Applications, 2019
2018
Psoriasis image representation using patch-based dictionary learning for erythema severity scoring.
Comput. Medical Imaging Graph., 2018
Deep Multiscale Convolutional Feature Learning for Weakly Supervised Localization of Chest Pathologies in X-ray Images.
Proceedings of the Machine Learning in Medical Imaging - 9th International Workshop, 2018
Joint Segmentation and Uncertainty Visualization of Retinal Layers in Optical Coherence Tomography Images Using Bayesian Deep Learning.
Proceedings of the Computational Pathology and Ophthalmic Medical Image Analysis, 2018
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018
2017
Skin lesion segmentation using deep convolution networks guided by local unsupervised learning.
IBM J. Res. Dev., 2017
Semi-supervised Segmentation of Optic Cup in Retinal Fundus Images Using Variational Autoencoder.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017
Image Super Resolution Using Generative Adversarial Networks and Local Saliency Maps for Retinal Image Analysis.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017
Skin Disease Recognition Using Deep Saliency Features and Multimodal Learning of Dermoscopy and Clinical Images.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017
Multi-stage segmentation of the fovea in retinal fundus images using fully Convolutional Neural Networks.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017
A novel hybrid approach for severity assessment of Diabetic Retinopathy in colour fundus images.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017
Exploiting local and generic features for accurate skin lesions classification using clinical and dermoscopy imaging.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017
A Pixel-Based Skin Segmentation in Psoriasis Images Using Committee of Machine Learning Classifiers.
Proceedings of the 2017 International Conference on Digital Image Computing: Techniques and Applications, 2017
Proceedings of the British Machine Vision Conference 2017, 2017
2016
Proceedings of the Machine Learning in Medical Imaging - 7th International Workshop, 2016
Proceedings of the Machine Learning in Medical Imaging - 7th International Workshop, 2016
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
Segmentation of optic disc and optic cup in retinal fundus images using shape regression.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
A deep bag-of-features model for the classification of melanomas in dermoscopy images.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
Dermatologist-like feature extraction from skin lesion for improved asymmetry classification in PH<sup>2</sup> database.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
Automatic Eye Type Detection in Retinal Fundus Image Using Fusion of Transfer Learning and Anatomical Features.
Proceedings of the 2016 International Conference on Digital Image Computing: Techniques and Applications, 2016
2015
IBM J. Res. Dev., 2015
Proceedings of the Machine Learning in Medical Imaging - 6th International Workshop, 2015
Proceedings of the Machine Learning in Medical Imaging - 6th International Workshop, 2015
Proceedings of the MEDINFO 2015: eHealth-enabled Health, 2015
Right ventricle landmark detection using multiscale HOG and random forest classifier.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
Multi-atlas label fusion using hybrid of discriminative and generative classifiers for segmentation of cardiac MR images.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Automatic segmentation of the left ventricle into 17 anatomical regions in cardiac MR imaging.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Proceedings of the 2015 International Conference on Digital Image Computing: Techniques and Applications, 2015
Proceedings of the Working Notes of CLEF 2015, 2015
2014
Proceedings of the Working Notes for CLEF 2014 Conference, 2014
2013
IBM J. Res. Dev., 2013
2012
Computer-Aided Diagnosis of Melanoma Using Border- and Wavelet-Based Texture Analysis.
IEEE Trans. Inf. Technol. Biomed., 2012
2011
Optimized Weighted Performance Index for Objective Evaluation of Border-Detection Methods in Dermoscopy Images.
IEEE Trans. Inf. Technol. Biomed., 2011
Expert Syst. Appl., 2011
Border detection in dermoscopy images using hybrid thresholding on optimized color channels.
Comput. Medical Imaging Graph., 2011
2010
Proceedings of the Image and Signal Processing, 4th International Conference, 2010
Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2010
2008
Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2008
2005
Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2005