Rahil Garnavi - RankMe

66 papers A 2C 1Misc 7Journal 23Unranked 32

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