Rahil Garnavi

Publication Activity (10 Years)

Years Active: 2005-2021
Publications (10 Years): 45

Top Venues

CoRR

EMBC

ISBI

DICTA

University of Melbourne, Australia (PHD)

Education History

University of Melbourne, Australia

PHD

Publications

Yasmeen M. George, Suman Sedai, Bhavna J. Antony, Hiroshi Ishikawa, Gadi Wollstein, Joel S. Schuman, Rahil Garnavi
Dueling Deep Q-Network For Unsupervised Inter-Frame Eye Movement Correction In Optical Coherence Tomography Volumes. ISBI (2021)
Tinu Theckel Joy, Suman Sedai, Rahil Garnavi
Analyzing Epistemic and Aleatoric Uncertainty for Drusen Segmentation in Optical Coherence Tomography Images. CoRR (2021)
Suman Sedai, Bhavna J. Antony, Ravneet Rai, Katie Jones, Hiroshi Ishikawa, Joel S. Schuman, Gadi Wollstein, Rahil Garnavi
Uncertainty guided semi-supervised segmentation of retinal layers in OCT images. CoRR (2021)
Yasmeen M. George, Bhavna J. Antony, Hiroshi Ishikawa, Gadi Wollstein, Joel S. Schuman, Rahil Garnavi
Attention-Guided 3D-CNN Framework for Glaucoma Detection and Structural-Functional Association Using Volumetric Images. IEEE J. Biomed. Health Informatics 24 (12) (2020)
Yasmeen M. George, Suman Sedai, Bhavna J. Antony, Hiroshi Ishikawa, Gadi Wollstein, Joel S. Schuman, Rahil Garnavi
Dueling Deep Q-Network for Unsupervised Inter-frame Eye Movement Correction in Optical Coherence Tomography Volumes. CoRR (2020)
Yasmeen M. George, Mohammad Aldeen, Rahil Garnavi
Automatic Scale Severity Assessment Method in Psoriasis Skin Images Using Local Descriptors. IEEE J. Biomed. Health Informatics 24 (2) (2020)
Stefan Maetschke, Bhavna J. Antony, Hiroshi Ishikawa, Gadi Wollstein, Joel S. Schuman, Rahil Garnavi
Inference of visual field test performance from OCT volumes using deep learning. CoRR (2019)
Suman Sedai, Bhavna J. Antony, Ravneet Rai, Katie Jones, Hiroshi Ishikawa, Joel S. Schuman, Gadi Wollstein, Rahil Garnavi
Uncertainty Guided Semi-supervised Segmentation of Retinal Layers in OCT Images. MICCAI (1) (2019)
Dwarikanath Mahapatra, Behzad Bozorgtabar, Rahil Garnavi
Image super-resolution using progressive generative adversarial networks for medical image analysis. Comput. Medical Imaging Graph. 71 (2019)
Yasmeen M. George, Bhavna J. Antony, Hiroshi Ishikawa, Gadi Wollstein, Joel S. Schuman, Rahil Garnavi
3D-CNN for Glaucoma Detection Using Optical Coherence Tomography. OMIA@MICCAI (2019)
Sahar Sabbaghi Mahmouei, Mohammad Aldeen, William V. Stoecker, Rahil Garnavi
Biologically Inspired QuadTree Color Detection in Dermoscopy Images of Melanoma. IEEE J. Biomed. Health Informatics 23 (2) (2019)
Kerry Halupka, Rahil Garnavi, Stephen Moore
Deep Semantic Instance Segmentation of Tree-Like Structures Using Synthetic Data. WACV (2019)
Yasmeen M. George, Mohammad Aldeen, Rahil Garnavi
Automatic Nipple Detection Method for Digital Skin Images with Psoriasis Lesions. DICTA (2019)
Suman Sedai, Dwarikanath Mahapatra, Zongyuan Ge, Rajib Chakravorty, Rahil Garnavi
Deep Multiscale Convolutional Feature Learning for Weakly Supervised Localization of Chest Pathologies in X-ray Images. MLMI@MICCAI (2018)
Kerry Halupka, Rahil Garnavi, Stephen Moore
Deep Semantic Instance Segmentation of Tree-like Structures Using Synthetic Data. CoRR (2018)
Suman Sedai, Dwarikanath Mahapatra, Zongyuan Ge, Rajib Chakravorty, Rahil Garnavi
Deep multiscale convolutional feature learning for weakly supervised localization of chest pathologies in X-ray images. CoRR (2018)
Dwarikanath Mahapatra, Suman Sedai, Rahil Garnavi
Elastic Registration of Medical Images With GANs. CoRR (2018)
Suman Sedai, Bhavna J. Antony, Dwarikanath Mahapatra, Rahil Garnavi
Joint Segmentation and Uncertainty Visualization of Retinal Layers in Optical Coherence Tomography Images using Bayesian Deep Learning. CoRR (2018)
Zongyuan Ge, Dwarikanath Mahapatra, Suman Sedai, Rahil Garnavi, Rajib Chakravorty
Chest X-rays Classification: A Multi-Label and Fine-Grained Problem. CoRR (2018)
Dwarikanath Mahapatra, Bhavna J. Antony, Suman Sedai, Rahil Garnavi
Deformable medical image registration using generative adversarial networks. ISBI (2018)
Suman Sedai, Bhavna J. Antony, Dwarikanath Mahapatra, Rahil Garnavi
Joint Segmentation and Uncertainty Visualization of Retinal Layers in Optical Coherence Tomography Images Using Bayesian Deep Learning. COMPAY/OMIA@MICCAI (2018)
Yasmeen M. George, Mohammad Aldeen, Rahil Garnavi
Psoriasis image representation using patch-based dictionary learning for erythema severity scoring. Comput. Medical Imaging Graph. 66 (2018)
Zongyuan Ge, Sergey Demyanov, Behzad Bozorgtabar, Mani Abedini, Rajib Chakravorty, Adrian Bowling, Rahil Garnavi
Exploiting local and generic features for accurate skin lesions classification using clinical and dermoscopy imaging. ISBI (2017)
Behzad Bozorgtabar, Suman Sedai, Pallab Kanti Roy, Rahil Garnavi
Skin lesion segmentation using deep convolution networks guided by local unsupervised learning. IBM J. Res. Dev. 61 (4-5) (2017)
Sergey Demyanov, Rajib Chakravorty, Zongyuan Ge, SeyedBehzad Bozorgtabar, Michelle Pablo, Adrian Bowling, Rahil Garnavi
Tree-loss function for training neural networks on weakly-labelled datasets. ISBI (2017)
Zongyuan Ge, Sergey Demyanov, Rajib Chakravorty, Adrian Bowling, Rahil Garnavi
Skin Disease Recognition Using Deep Saliency Features and Multimodal Learning of Dermoscopy and Clinical Images. MICCAI (3) (2017)
Pallab Kanti Roy, Ruwan B. Tennakoon, Khoa Cao, Suman Sedai, Dwarikanath Mahapatra, Stefan Maetschke, Rahil Garnavi
A novel hybrid approach for severity assessment of Diabetic Retinopathy in colour fundus images. ISBI (2017)
Zongyuan Ge, Sergey Demyanov, Rahil Garnavi
Generative OpenMax for Multi-Class Open Set Classification. BMVC (2017)
Suman Sedai, Dwarikanath Mahapatra, Sajini Hewavitharanage, Stefan Maetschke, Rahil Garnavi
Semi-supervised Segmentation of Optic Cup in Retinal Fundus Images Using Variational Autoencoder. MICCAI (2) (2017)
Behzad Bozorgtabar, Zongyuan Ge, Rajib Chakravorty, Mani Abedini, Sergey Demyanov, Rahil Garnavi
Investigating deep side layers for skin lesion segmentation. ISBI (2017)
Stefan Maetschke, Ruwan Bandara Tennakoon, Christian Vecchiola, Rahil Garnavi
nuts-flow/ml: data pre-processing for deep learning. CoRR (2017)
Suman Sedai, Ruwan B. Tennakoon, Pallab Kanti Roy, Khoa Cao, Rahil Garnavi
Multi-stage segmentation of the fovea in retinal fundus images using fully Convolutional Neural Networks. ISBI (2017)
Dwarikanath Mahapatra, Behzad Bozorgtabar, Sajini Hewavitharanage, Rahil Garnavi
Image Super Resolution Using Generative Adversarial Networks and Local Saliency Maps for Retinal Image Analysis. MICCAI (3) (2017)
ZongYuan Ge, Sergey Demyanov, Zetao Chen, Rahil Garnavi
Generative OpenMax for Multi-Class Open Set Classification. CoRR (2017)
Yasmeen M. George, Mohammad Aldeen, Rahil Garnavi
A Pixel-Based Skin Segmentation in Psoriasis Images Using Committee of Machine Learning Classifiers. DICTA (2017)
Rajib Chakravorty, Sisi Liang, Mani Abedini, Rahil Garnavi
database. EMBC (2016)
Dwarikanath Mahapatra, Pallab Kanti Roy, Suman Sedai, Rahil Garnavi
Retinal Image Quality Classification Using Saliency Maps and CNNs. MLMI@MICCAI (2016)
Saher Sabbaghi, Mohammad Aldeen, Rahil Garnavi
A deep bag-of-features model for the classification of melanomas in dermoscopy images. EMBC (2016)
Behzad Bozorgtabar, Mani Abedini, Rahil Garnavi
Sparse Coding Based Skin Lesion Segmentation Using Dynamic Rule-Based Refinement. MLMI@MICCAI (2016)
Yasmeen M. George, Mohammad Aldeen, Rahil Garnavi
Pixel-based skin segmentation in psoriasis images. EMBC (2016)
Dwarikanath Mahapatra, Pallab Kanti Roy, Suman Sedai, Rahil Garnavi
A CNN based neurobiology inspired approach for retinal image quality assessment. EMBC (2016)
Pallab Kanti Roy, Rajib Chakravorty, Suman Sedai, Dwarikanath Mahapatra, Rahil Garnavi
Automatic Eye Type Detection in Retinal Fundus Image Using Fusion of Transfer Learning and Anatomical Features. DICTA (2016)
Mani Abedini, Noel C. F. Codella, Rajib Chakravorty, Rahil Garnavi, David A. Gutman, Brian Helba, John R. Smith
Multi-scale classification based lesion segmentation for dermoscopic images. EMBC (2016)
Suman Sedai, Pallab Kanti Roy, Dwarikanath Mahapatra, Rahil Garnavi
Segmentation of optic disc and optic cup in retinal fundus images using shape regression. EMBC (2016)
Sergey Demyanov, Rajib Chakravorty, Mani Abedini, Alan Halpern, Rahil Garnavi
Classification of dermoscopy patterns using deep convolutional neural networks. ISBI (2016)
Suman Sedai, Rahil Garnavi, Pallab Kanti Roy, Xi Liang
Multi-atlas label fusion using hybrid of discriminative and generative classifiers for segmentation of cardiac MR images. EMBC (2015)
Suman Sedai, Pallab Kanti Roy, Rahil Garnavi
Right ventricle landmark detection using multiscale HOG and random forest classifier. ISBI (2015)
Suman Sedai, Xi Liang, Mani Abedini, Qiang Chen, Rajib Chakravorty, Rahil Garnavi
IBM Research at Image CLEF 2015: Medical Clustering Task. CLEF (Working Notes) (2015)
Mani Abedini, Noel C. F. Codella, Jonathan H. Connell, Rahil Garnavi, Michele Merler, Sharath Pankanti, John R. Smith, Tanveer F. Syeda-Mahmood
A generalized framework for medical image classification and recognition. IBM J. Res. Dev. 59 (2/3) (2015)
Suman Sedai, Pallab Kanti Roy, Rahil Garnavi
Segmentation of Right Ventricle in Cardiac MR Images Using Shape Regression. MLMI (2015)
Mani Abedini, Stefan von Cavallar, Rajib Chakravorty, Matthew Davis, Rahil Garnavi
A Cloud-Based Infrastructure for Feedback-Driven Training and Image Recognition. MedInfo (2015)
Sahar Sabbaghi, Mohammad Aldeen, Rahil Garnavi, George Varigos, Constantinos Doliantis, Jenny Nicolopoulos
Automated colour identification in melanocytic lesions. EMBC (2015)
Yasmeen M. George, Mohammad Aldeen, Rahil Garnavi
Skin Hair Removal for 2D Psoriasis Images. DICTA (2015)
Noel Codella, Junjie Cai, Mani Abedini, Rahil Garnavi, Alan Halpern, John R. Smith
Deep Learning, Sparse Coding, and SVM for Melanoma Recognition in Dermoscopy Images. MLMI (2015)
Xi Liang, Rahil Garnavi, Simon Wail, Sisi Liang, Prasanth Prasanna
Automatic segmentation of the left ventricle into 17 anatomical regions in cardiac MR imaging. EMBC (2015)
Qiang Chen, Mani Abedini, Rahil Garnavi, Xi Liang
IBM Research Australia at LifeCLEF2014: Plant Identification Task. CLEF (Working Notes) (2014)
Christian Vecchiola, Hamideh Anjomshoa, Y. Bernstein, Irina Dumitrescu, Rahil Garnavi, Jürg von Känel, Glenn R. Wightwick
Engineering resilient information systems for emergency management. IBM J. Res. Dev. 57 (5) (2013)
Rahil Garnavi, Mohammad Aldeen, James Bailey
Computer-Aided Diagnosis of Melanoma Using Border- and Wavelet-Based Texture Analysis. IEEE Trans. Inf. Technol. Biomed. 16 (6) (2012)
Azar Tolouee, Hamid Abrishami Moghaddam, Mohamad Forouzanfar, Masoumeh Gity, Rahil Garnavi
Image based diagnostic aid system for interstitial lung diseases. Expert Syst. Appl. 38 (6) (2011)
Rahil Garnavi, Mohammad Aldeen, M. Emre Celebi, George Varigos, Sue Finch
Border detection in dermoscopy images using hybrid thresholding on optimized color channels. Comput. Medical Imaging Graph. 35 (2) (2011)
Rahil Garnavi, Mohammad Aldeen
Optimized Weighted Performance Index for Objective Evaluation of Border-Detection Methods in Dermoscopy Images. IEEE Trans. Inf. Technol. Biomed. 15 (6) (2011)
Rahil Garnavi, Mohammad Aldeen, Sue Finch, George Varigos
Global versus Hybrid Thresholding for Border Detection in Dermoscopy Images. ICISP (2010)
Rahil Garnavi, Mohammad Aldeen, James Bailey
Classification of Melanoma Lesions Using Wavelet-Based Texture Analysis. DICTA (2010)
Azar Tolouee, Hamid Abrishami Moghaddam, Rahil Garnavi, Mohamad Forouzanfar, Masoomeh Giti
Texture Analysis in Lung HRCT Images. DICTA (2008)
Rahil Garnavi, Ahmad Baraani-Dastjerdi, Hamid Abrishami Moghaddam, Masoomeh Giti, Ali Ajdari Rad
A New Segmentation Method for Lung HRCT Images. DICTA (2005)

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Publication Activity (10 Years)

Top Topics

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Rahil Garnavi