R. Garnavi

发表

A generalized framework for medical image classification and recognition

Sharath Pankanti, John R. Smith, Tanveer F. Syeda-Mahmood, 2015, IBM J. Res. Dev..

Forecasting Retinal Nerve Fiber Layer Thickness from Multimodal Temporal Data Incorporating OCT Volumes.

G. Wollstein, H. Ishikawa, J. Schuman, 2020, Ophthalmology Glaucoma.

Estimating Global Visual Field Indices in Glaucoma by Combining Macula and Optic Disc OCT Scans Using 3-Dimensional Convolutional Neural Networks.

G. Wollstein, H. Ishikawa, J. Schuman, 2020, Ophthalmology. Glaucoma.

Optimized Weighted Performance Index for Objective Evaluation of Border-Detection Methods in Dermoscopy Images

M. Aldeen, R. Garnavi, 2011, IEEE Transactions on Information Technology in Biomedicine.

Psoriasis image representation using patch-based dictionary learning for erythema severity scoring

Mohammad Aldeen, Rahil Garnavi, Yasmeen George, 2018, Comput. Medical Imaging Graph..

Skin Disease Recognition Using Deep Saliency Features and Multimodal Learning of Dermoscopy and Clinical Images

Rahil Garnavi, Zongyuan Ge, Sergey Demyanov, 2017, MICCAI.

Automatic Eye Type Detection in Retinal Fundus Image Using Fusion of Transfer Learning and Anatomical Features

Dwarikanath Mahapatra, Rahil Garnavi, Pallab Kanti Roy, 2016, 2016 International Conference on Digital Image Computing: Techniques and Applications (DICTA).

Deep Learning, Sparse Coding, and SVM for Melanoma Recognition in Dermoscopy Images

John R. Smith, Junjie Cai, Rahil Garnavi, 2015, MLMI.

Exploiting local and generic features for accurate skin lesions classification using clinical and dermoscopy imaging

Rahil Garnavi, Behzad Bozorgtabar, Mani Abedini, 2017, 2017 IEEE 14th International Symposium on Biomedical Imaging (ISBI 2017).

Uncertainty Guided Semi-supervised Segmentation of Retinal Layers in OCT Images

Gadi Wollstein, Rahil Garnavi, Suman Sedai, 2019, MICCAI.

Retinal optical coherence tomography image enhancement via deep learning.

Hiroshi Ishikawa, Gadi Wollstein, Joel S Schuman, 2018, Biomedical optics express.

Analyzing Epistemic and Aleatoric Uncertainty for Drusen Segmentation in Optical Coherence Tomography Images pdf

Rahil Garnavi, Suman Sedai, Tinu Theckel Joy, 2021, ArXiv.

Computer-Aided Diagnosis of Melanoma Using Border- and Wavelet-Based Texture Analysis

James Bailey, Mohammad Aldeen, Rahil Garnavi, 2012, IEEE Transactions on Information Technology in Biomedicine.

Image super-resolution using progressive generative adversarial networks for medical image analysis

Dwarikanath Mahapatra, Rahil Garnavi, Behzad Bozorgtabar, 2019, Comput. Medical Imaging Graph..

A New Segmentation Method for Lung HRCT Images

Hamid Abrishami Moghaddam, Ahmad Baraani-Dastjerdi, Rahil Garnavi, 2005, Digital Image Computing: Techniques and Applications (DICTA'05).

Joint Segmentation and Uncertainty Visualization of Retinal Layers in Optical Coherence Tomography Images Using Bayesian Deep Learning

Dwarikanath Mahapatra, Rahil Garnavi, Suman Sedai, 2018, COMPAY/OMIA@MICCAI.

Generative OpenMax for Multi-Class Open Set Classification pdf

Rahil Garnavi, Zetao Chen, ZongYuan Ge, 2017, BMVC.

Skin lesion segmentation using deep convolution networks guided by local unsupervised learning

Rahil Garnavi, Behzad Bozorgtabar, Pallab Kanti Roy, 2017, IBM J. Res. Dev..

Sparse Coding Based Skin Lesion Segmentation Using Dynamic Rule-Based Refinement

Rahil Garnavi, Behzad Bozorgtabar, Mani Abedini, 2016, MLMI@MICCAI.

Image Super Resolution Using Generative Adversarial Networks and Local Saliency Maps for Retinal Image Analysis

Dwarikanath Mahapatra, Rahil Garnavi, Behzad Bozorgtabar, 2017, MICCAI.

Attention-Guided 3D-CNN Framework for Glaucoma Detection and Structural-Functional Association Using Volumetric Images

Gadi Wollstein, Hiroshi Ishikawa, Rahil Garnavi, 2020, IEEE Journal of Biomedical and Health Informatics.

Investigating deep side layers for skin lesion segmentation

Rahil Garnavi, Behzad Bozorgtabar, Mani Abedini, 2017, 2017 IEEE 14th International Symposium on Biomedical Imaging (ISBI 2017).

Border detection in dermoscopy images using hybrid thresholding on optimized color channels

Mohammad Aldeen, Rahil Garnavi, M. Emre Celebi, 2011, Comput. Medical Imaging Graph..

Computer-aided diagnosis of melanoma

Rahil Garnavi, R. Garnavi, 2011 .

Automatic psoriasis lesion segmentation in two-dimensional skin images using multiscale superpixel clustering

Mohammad Aldeen, Rahil Garnavi, Yasmeen George, 2017, Journal of medical imaging.

Automatic Nipple Detection Method for Digital Skin Images with Psoriasis Lesions

Mohammad Aldeen, Rahil Garnavi, Yasmeen George, 2019, 2019 Digital Image Computing: Techniques and Applications (DICTA).

A deep bag-of-features model for the classification of melanomas in dermoscopy images

Mohammad Aldeen, Rahil Garnavi, Saher Sabbaghi, 2016, 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Accurate and Scalable System for Automatic Detection of Malignant Melanoma

Qiang Chen, Noel C. F. Codella, Xingzhi Sun, 2015 .

Automatic Segmentation of Dermoscopy Images Using Histogram Thresholding on Optimal Color Channels

Alauddin Bhuiyan, Mohammad Aldeen, Rahil Garnavi, 2011 .

Optimized Weighted Performance Index for Objective Evaluation of Border-Detection Methods in Dermoscopy Images

M. Aldeen, R. Garnavi, M. Aldeen, 2011, IEEE Transactions on Information Technology in Biomedicine.

Skin Lesion Segmentation Using Color Channel Optimization and Clustering-based Histogram Thresholding

Alauddin Bhuiyan, Mohammad Aldeen, Rahil Garnavi, 2009 .

Deep multiscale convolutional feature learning for weakly supervised localization of chest pathologies in X-ray images pdf

Dwarikanath Mahapatra, Rahil Garnavi, Suman Sedai, 2018, MLMI@MICCAI.

Chest X-rays Classification: A Multi-Label and Fine-Grained Problem pdf

Dwarikanath Mahapatra, Rahil Garnavi, Suman Sedai, 2018, ArXiv.

Skin Hair Removal for 2D Psoriasis Images

Mohammad Aldeen, Rahil Garnavi, Yasmeen George, 2015, 2015 International Conference on Digital Image Computing: Techniques and Applications (DICTA).

Inference of visual field test performance from OCT volumes using deep learning pdf

Gadi Wollstein, Rahil Garnavi, Stefan Maetschke, 2019, arXiv.org.

Automatic Scale Severity Assessment Method in Psoriasis Skin Images Using Local Descriptors

Mohammad Aldeen, Rahil Garnavi, Yasmeen Mourice George, 2020, IEEE Journal of Biomedical and Health Informatics.

Semi-supervised Segmentation of Optic Cup in Retinal Fundus Images Using Variational Autoencoder

Dwarikanath Mahapatra, Rahil Garnavi, Stefan Maetschke, 2017, MICCAI.

A novel hybrid approach for severity assessment of Diabetic Retinopathy in colour fundus images

Dwarikanath Mahapatra, Rahil Garnavi, Ruwan B. Tennakoon, 2017, 2017 IEEE 14th International Symposium on Biomedical Imaging (ISBI 2017).

Multi-stage segmentation of the fovea in retinal fundus images using fully Convolutional Neural Networks

Rahil Garnavi, Ruwan B. Tennakoon, Pallab Kanti Roy, 2017, 2017 IEEE 14th International Symposium on Biomedical Imaging (ISBI 2017).

IBM Research Australia at LifeCLEF2014: Plant Identification Task

Qiang Chen, Rahil Garnavi, Xi Liang, 2014, CLEF.

Deformable medical image registration using generative adversarial networks

Dwarikanath Mahapatra, Rahil Garnavi, Suman Sedai, 2018, 2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018).

Engineering resilient information systems for emergency management

Christian Vecchiola, Rahil Garnavi, Jürg von Känel, 2013, IBM J. Res. Dev..

Retinal Image Quality Classification Using Saliency Maps and CNNs

Dwarikanath Mahapatra, Rahil Garnavi, Pallab Kanti Roy, 2016, MLMI@MICCAI.

Elastic Registration of Medical Images With GANs pdf

Dwarikanath Mahapatra, Rahil Garnavi, Suman Sedai, 2018, ArXiv.

A Pixel-Based Skin Segmentation in Psoriasis Images Using Committee of Machine Learning Classifiers

Mohammad Aldeen, Rahil Garnavi, Yasmeen George, 2017, 2017 International Conference on Digital Image Computing: Techniques and Applications (DICTA).

Biologically Inspired QuadTree Color Detection in Dermoscopy Images of Melanoma

Mohammad Aldeen, Rahil Garnavi, William V. Stoecker, 2019, IEEE Journal of Biomedical and Health Informatics.

Dueling Deep Q-Network For Unsupervised Inter-Frame Eye Movement Correction In Optical Coherence Tomography Volumes pdf

Gadi Wollstein, Hiroshi Ishikawa, Rahil Garnavi, 2020, 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI).

Deep Semantic Instance Segmentation of Tree-Like Structures Using Synthetic Data

Rahil Garnavi, Stephen Moore, Kerry Halupka, 2018, 2019 IEEE Winter Conference on Applications of Computer Vision (WACV).

Automated summarisation of SDOCT volumes using deep learning: Transfer learning vs de novo trained networks

Rahil Garnavi, Stefan Maetschke, Bhavna Josephine Antony, 2018, bioRxiv.

Classification of dermoscopy patterns using deep convolutional neural networks

Rahil Garnavi, Mani Abedini, Alan Halpern, 2016, 2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI).

Automatic segmentation of the left ventricle into 17 anatomical regions in cardiac MR imaging

Rahil Garnavi, Xi Liang, Prasanth Prasanna, 2015, 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Right ventricle landmark detection using multiscale HOG and random forest classifier

Rahil Garnavi, Pallab Kanti Roy, Suman Sedai, 2015, 2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI).

Nuts-flow/ml: Data Pre-processing for Deep Learning pdf

Christian Vecchiola, Rahil Garnavi, Ruwan B. Tennakoon, 2017, ArXiv.

Border detection in dermoscopy images using hybrid thresholding on optimized color channels

M. E. Celebi, M. Aldeen, G. Varigos, 2011, Comput. Medical Imaging Graph..

Texture Analysis in Lung HRCT Images

Hamid Abrishami Moghaddam, Mohamad Forouzanfar, Rahil Garnavi, 2008, 2008 Digital Image Computing: Techniques and Applications.

Segmentation of Optic Disc and Optic Cup in Retinal Fundus Images Using Coupled Shape Regression

Dwarikanath Mahapatra, Rahil Garnavi, Suman Sedai, 2016 .