A New Segmentation Method for Lung HRCT Images. - Rahil Garnavi; Ahmad Baraani-Dastjerdi; Hamid Abrishami Moghaddam; Masoomeh Giti; Ali Ajdari Rad (DICTA, 2005)

Texture Analysis in Lung HRCT Images. - Azar Tolouee; Hamid Abrishami Moghaddam; Rahil Garnavi; Mohamad Forouzanfar; Masoomeh Giti (DICTA, 2008)

Classification of Melanoma Lesions Using Wavelet-Based Texture Analysis. - Rahil Garnavi; Mohammad Aldeen; James Bailey 001 (DICTA, 2010)

Global versus Hybrid Thresholding for Border Detection in Dermoscopy Images. - Rahil Garnavi; Mohammad Aldeen; Sue Finch; George Varigos (ICISP, 2010)

Border detection in dermoscopy images using hybrid thresholding on optimized color channels. - Rahil Garnavi; Mohammad Aldeen; M. Emre Celebi 001; George Varigos; Sue Finch (Comput. Medical Imaging Graph., 2011)

Image based diagnostic aid system for interstitial lung diseases. - Azar Tolouee; Hamid Abrishami Moghaddam; Mohamad Forouzanfar; Masoumeh Gity; Rahil Garnavi (Expert Syst. Appl., 2011)

Optimized Weighted Performance Index for Objective Evaluation of Border-Detection Methods in Dermoscopy Images. - Rahil Garnavi; Mohammad Aldeen (IEEE Trans. Inf. Technol. Biomed., 2011)

Computer-aided diagnosis of melanoma. - Rahil Garnavi (2011)

Computer-Aided Diagnosis of Melanoma Using Border- and Wavelet-Based Texture Analysis. - Rahil Garnavi; Mohammad Aldeen; James Bailey 001 (IEEE Trans. Inf. Technol. Biomed., 2012)

Engineering resilient information systems for emergency management. - Christian Vecchiola; Hamideh Anjomshoa; Y. Bernstein; Irina Dumitrescu; Rahil Garnavi; Jürg von Känel; Glenn R. Wightwick (IBM J. Res. Dev., 2013)

IBM Research Australia at LifeCLEF2014: Plant Identification Task. - Qiang Chen; Mani Abedini; Rahil Garnavi; Xi Liang 001 (CLEF (Working Notes), 2014)

IBM Research at Image CLEF 2015: Medical Clustering Task. - Suman Sedai; Xi Liang 001; Mani Abedini; Qiang Chen; Rajib Chakravorty; Rahil Garnavi (CLEF (Working Notes), 2015)

Skin Hair Removal for 2D Psoriasis Images. - Yasmeen M. George; Mohammad Aldeen; Rahil Garnavi (DICTA, 2015)

Automatic segmentation of the left ventricle into 17 anatomical regions in cardiac MR imaging. - Xi Liang 001; Rahil Garnavi; Simon Wail; Sisi Liang; Prasanth Prasanna (EMBC, 2015)

Automated colour identification in melanocytic lesions. - Sahar Sabbaghi 001; Mohammad Aldeen; Rahil Garnavi; George Varigos; Constantinos Doliantis; Jenny Nicolopoulos (EMBC, 2015)

Multi-atlas label fusion using hybrid of discriminative and generative classifiers for segmentation of cardiac MR images. - Suman Sedai; Rahil Garnavi; Pallab Kanti Roy; Xi Liang 001 (EMBC, 2015)

Right ventricle landmark detection using multiscale HOG and random forest classifier. - Suman Sedai; Pallab Kanti Roy; Rahil Garnavi (ISBI, 2015)

A Cloud-Based Infrastructure for Feedback-Driven Training and Image Recognition. - Mani Abedini; Stefan von Cavallar; Rajib Chakravorty; Matthew Davis; Rahil Garnavi (MedInfo, 2015)

Deep Learning, Sparse Coding, and SVM for Melanoma Recognition in Dermoscopy Images. - Noel Codella; Junjie Cai; Mani Abedini; Rahil Garnavi; Alan Halpern; John R. Smith (MLMI, 2015)

Segmentation of Right Ventricle in Cardiac MR Images Using Shape Regression. - Suman Sedai; Pallab Kanti Roy; Rahil Garnavi (MLMI, 2015)

A generalized framework for medical image classification and recognition. - Mani Abedini; Noel C. F. Codella; Jonathan H. Connell; Rahil Garnavi; Michele Merler; Sharath Pankanti; John R. Smith; Tanveer F. Syeda-Mahmood (IBM J. Res. Dev., 2015)

Automatic Eye Type Detection in Retinal Fundus Image Using Fusion of Transfer Learning and Anatomical Features. - Pallab Kanti Roy; Rajib Chakravorty; Suman Sedai; Dwarikanath Mahapatra; Rahil Garnavi (DICTA, 2016)

Multi-scale classification based lesion segmentation for dermoscopic images. - Mani Abedini; Noel C. F. Codella; Rajib Chakravorty; Rahil Garnavi; David A. Gutman; Brian Helba; John R. Smith (EMBC, 2016)

Dermatologist-like feature extraction from skin lesion for improved asymmetry classification in PH2 database. - Rajib Chakravorty; Sisi Liang; Mani Abedini; Rahil Garnavi (EMBC, 2016)

Pixel-based skin segmentation in psoriasis images. - Yasmeen M. George; Mohammad Aldeen; Rahil Garnavi (EMBC, 2016)

A CNN based neurobiology inspired approach for retinal image quality assessment. - Dwarikanath Mahapatra; Pallab Kanti Roy; Suman Sedai; Rahil Garnavi (EMBC, 2016)

A deep bag-of-features model for the classification of melanomas in dermoscopy images. - Saher Sabbaghi; Mohammad Aldeen; Rahil Garnavi (EMBC, 2016)

Segmentation of optic disc and optic cup in retinal fundus images using shape regression. - Suman Sedai; Pallab Kanti Roy; Dwarikanath Mahapatra; Rahil Garnavi (EMBC, 2016)

Classification of dermoscopy patterns using deep convolutional neural networks. - Sergey Demyanov; Rajib Chakravorty; Mani Abedini; Alan Halpern; Rahil Garnavi (ISBI, 2016)

Sparse Coding Based Skin Lesion Segmentation Using Dynamic Rule-Based Refinement. - Behzad Bozorgtabar; Mani Abedini; Rahil Garnavi (MLMI@MICCAI, 2016)

Retinal Image Quality Classification Using Saliency Maps and CNNs. - Dwarikanath Mahapatra; Pallab Kanti Roy; Suman Sedai; Rahil Garnavi (MLMI@MICCAI, 2016)

Generative OpenMax for Multi-Class Open Set Classification. - Zongyuan Ge; Sergey Demyanov; Rahil Garnavi (BMVC, 2017)

A Pixel-Based Skin Segmentation in Psoriasis Images Using Committee of Machine Learning Classifiers. - Yasmeen M. George; Mohammad Aldeen; Rahil Garnavi (DICTA, 2017)

Investigating deep side layers for skin lesion segmentation. - Behzad Bozorgtabar; Zongyuan Ge; Rajib Chakravorty; Mani Abedini; Sergey Demyanov; Rahil Garnavi (ISBI, 2017)

Tree-loss function for training neural networks on weakly-labelled datasets. - Sergey Demyanov; Rajib Chakravorty; Zongyuan Ge; SeyedBehzad Bozorgtabar; Michelle Pablo; Adrian Bowling; Rahil Garnavi (ISBI, 2017)

Exploiting local and generic features for accurate skin lesions classification using clinical and dermoscopy imaging. - Zongyuan Ge; Sergey Demyanov; Behzad Bozorgtabar; Mani Abedini; Rajib Chakravorty; Adrian Bowling; Rahil Garnavi (ISBI, 2017)

A novel hybrid approach for severity assessment of Diabetic Retinopathy in colour fundus images. - Pallab Kanti Roy; Ruwan B. Tennakoon; Khoa Cao; Suman Sedai; Dwarikanath Mahapatra; Stefan Maetschke; Rahil Garnavi (ISBI, 2017)

Multi-stage segmentation of the fovea in retinal fundus images using fully Convolutional Neural Networks. - Suman Sedai; Ruwan B. Tennakoon; Pallab Kanti Roy; Khoa Cao; Rahil Garnavi (ISBI, 2017)

Skin Disease Recognition Using Deep Saliency Features and Multimodal Learning of Dermoscopy and Clinical Images. - Zongyuan Ge; Sergey Demyanov; Rajib Chakravorty; Adrian Bowling; Rahil Garnavi (MICCAI (3), 2017)

Image Super Resolution Using Generative Adversarial Networks and Local Saliency Maps for Retinal Image Analysis. - Dwarikanath Mahapatra; Behzad Bozorgtabar; Sajini Hewavitharanage; Rahil Garnavi (MICCAI (3), 2017)

Semi-supervised Segmentation of Optic Cup in Retinal Fundus Images Using Variational Autoencoder. - Suman Sedai; Dwarikanath Mahapatra; Sajini Hewavitharanage; Stefan Maetschke; Rahil Garnavi (MICCAI (2), 2017)

Generative OpenMax for Multi-Class Open Set Classification. - ZongYuan Ge; Sergey Demyanov; Zetao Chen; Rahil Garnavi (CoRR, 2017)

nuts-flow/ml: data pre-processing for deep learning. - Stefan Maetschke; Ruwan Bandara Tennakoon; Christian Vecchiola; Rahil Garnavi (CoRR, 2017)

Skin lesion segmentation using deep convolution networks guided by local unsupervised learning. - Behzad Bozorgtabar; Suman Sedai; Pallab Kanti Roy; Rahil Garnavi (IBM J. Res. Dev., 2017)

Deformable medical image registration using generative adversarial networks. - Dwarikanath Mahapatra; Bhavna Josephine Antony; Suman Sedai; Rahil Garnavi (ISBI, 2018)

Joint Segmentation and Uncertainty Visualization of Retinal Layers in Optical Coherence Tomography Images Using Bayesian Deep Learning. - Suman Sedai; Bhavna Josephine Antony; Dwarikanath Mahapatra; Rahil Garnavi (COMPAY/OMIA@MICCAI, 2018)

Deep Multiscale Convolutional Feature Learning for Weakly Supervised Localization of Chest Pathologies in X-ray Images. - Suman Sedai; Dwarikanath Mahapatra; Zongyuan Ge; Rajib Chakravorty; Rahil Garnavi (MLMI@MICCAI, 2018)

Psoriasis image representation using patch-based dictionary learning for erythema severity scoring. - Yasmeen M. George; Mohammad Aldeen; Rahil Garnavi (Comput. Medical Imaging Graph., 2018)

Elastic Registration of Medical Images With GANs. - Dwarikanath Mahapatra; Suman Sedai; Rahil Garnavi (CoRR, 2018)

Chest X-rays Classification: A Multi-Label and Fine-Grained Problem. - Zongyuan Ge; Dwarikanath Mahapatra; Suman Sedai; Rahil Garnavi; Rajib Chakravorty (CoRR, 2018)

Automatic Nipple Detection Method for Digital Skin Images with Psoriasis Lesions. - Yasmeen M. George; Mohammad Aldeen; Rahil Garnavi (DICTA, 2019)

3D-CNN for Glaucoma Detection Using Optical Coherence Tomography. - Yasmeen M. George; Bhavna Josephine Antony; Hiroshi Ishikawa 005; Gadi Wollstein; Joel S. Schuman; Rahil Garnavi (OMIA@MICCAI, 2019)

Uncertainty Guided Semi-supervised Segmentation of Retinal Layers in OCT Images. - Suman Sedai; Bhavna Josephine Antony; Ravneet Rai; Katie Jones; Hiroshi Ishikawa 005; Joel S. Schuman; Gadi Wollstein; Rahil Garnavi (MICCAI (1), 2019)

Deep Semantic Instance Segmentation of Tree-Like Structures Using Synthetic Data. - Kerry Halupka; Rahil Garnavi; Stephen Moore 003 (WACV, 2019)

Image super-resolution using progressive generative adversarial networks for medical image analysis. - Dwarikanath Mahapatra; Behzad Bozorgtabar; Rahil Garnavi (Comput. Medical Imaging Graph., 2019)

Inference of visual field test performance from OCT volumes using deep learning. - Stefan Maetschke; Bhavna Josephine Antony; Hiroshi Ishikawa 005; Gadi Wollstein; Joel S. Schuman; Rahil Garnavi (CoRR, 2019)

Biologically Inspired QuadTree Color Detection in Dermoscopy Images of Melanoma. - Sahar Sabbaghi Mahmouei; Mohammad Aldeen; William V. Stoecker; Rahil Garnavi (IEEE J. Biomed. Health Informatics, 2019)

Automatic Scale Severity Assessment Method in Psoriasis Skin Images Using Local Descriptors. - Yasmeen M. George; Mohammad Aldeen; Rahil Garnavi (IEEE J. Biomed. Health Informatics, 2020)

Attention-Guided 3D-CNN Framework for Glaucoma Detection and Structural-Functional Association Using Volumetric Images. - Yasmeen M. George; Bhavna Josephine Antony; Hiroshi Ishikawa 005; Gadi Wollstein; Joel S. Schuman; Rahil Garnavi (IEEE J. Biomed. Health Informatics, 2020)

Dueling Deep Q-Network For Unsupervised Inter-Frame Eye Movement Correction In Optical Coherence Tomography Volumes. - Yasmeen M. George; Suman Sedai; Bhavna Josephine Antony; Hiroshi Ishikawa 005; Gadi Wollstein; Joel S. Schuman; Rahil Garnavi (ISBI, 2021)

Analyzing Epistemic and Aleatoric Uncertainty for Drusen Segmentation in Optical Coherence Tomography Images. - Tinu Theckel Joy; Suman Sedai; Rahil Garnavi (CoRR, 2021)