Rajib Chakravorty  Rajib Chakravorty photo         

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Research Staff Member
Melbourne Research Laboratory, Melbourne, Australia
  +613dash96240000

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Professional Associations

Professional Associations:  IEEE Engineering in Medicin and Biology Society  |  IEEE Member

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More information:  Google Scholar Page


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
International Conference on Medical Image Computing and Computer-Assisted Intervention, pp. 250--258, 2017

Investigating deep side layers for skin lesion segmentation
Behzad Bozorgtabar, Zongyuan Ge, Rajib Chakravorty, Mani Abedini, Sergey Demyanov, Rahil Garnavi
Biomedical Imaging (ISBI 2017), 2017 IEEE 14th International Symposium on, pp. 256--260

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
Biomedical Imaging (ISBI 2017), 2017 IEEE 14th International Symposium on, pp. 287--291

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
Biomedical Imaging (ISBI 2017), 2017 IEEE 14th International Symposium on, pp. 986--990


2016

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
Digital Image Computing: Techniques and Applications (DICTA), 2016 International Conference on, pp. 1--7

Multi-scale classification based lesion segmentation for dermoscopic images
Mani Abedini, Noel Codella, Rajib Chakravorty, Rahil Garnavi, David Gutman, Brian Helba, John R Smith
Engineering in Medicine and Biology Society (EMBC), 2016 IEEE 38th Annual International Conference of the, pp. 1361--1364

Dermatologist-Like Feature Extraction from Skin Lesion for Improved Asymmetry Classification in PH\^2 Database
Rajib Chakravorty, Sisi Liang, Mani Abedini, Rahil Garnavi
38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Classification of dermoscopy patterns using deep convolutional neural networks
Sergey Demyanov, Rajib Chakravorty, Mani Abedini, Alan Halpern, Rahil Garnavi
Biomedical Imaging (ISBI), 2016 IEEE 13th International Symposium on, pp. 364--368


2015

Development of a registration framework to validate MRI with histology for prostate focal therapy
HM Reynolds, S Williams, A Zhang, R Chakravorty, D Rawlinson, CS Ong, M Esteva, C Mitchell, B Parameswaran, M Finnegan, others
Medical physics 42(12), 7078--7089, American Association of Physicists in Medicine, 2015

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

Improving multiple sclerosis plaque detection using a semiautomated assistive approach
J van Heerden, D Rawlinson, AM Zhang, R Chakravorty, MA Tacey, PM Desmond, F Gaillard
American Journal of Neuroradiology 36(8), 1465--1471, American Journal of Neuroradiology, 2015

A Cloud-Based Infrastructure for Feedback-Driven Training and Image Recognition
M. Abedini, von S. Cavallar, R. Chakravorty, M. Davis, R. Garnavi
MedInfo 2015

Automated Pipeline for Assistive Annotation in Dermoscopy Images
M Abedini, R. Chakravorty, R. Garnavi, N. Codella, J.R. Smith, D.A. Gutman, M.A. Marchetti, A.A. Marghoob, A. Halpern
IEEE Eng. in Medicine and Biology Society, 2015


2014

Measuring cell density in prostate cancer imaging as an input for radiotherapy treatment planning
H Reynolds, S Williams, A Zhang, C Ong, D Rawlinson, R Chakravorty, C Mitchell, A Haworth
Journal of Medical Imaging and Radiology Oncology58, 302, 2014

EP-1693: Biological imaging for focal brachytherapy for prostate cancer
A Haworth, H Reynolds, A Zhang, D Rawlinson, R Chakravorty, C Ong, N Hardcastle, G Liney, M Ebert, S Williams
Radiotherapy and Oncology111, S244--S245, Elsevier, 2014

Characterization of the protective HIV-1 CTL epitopes and the corresponding HLA class I alleles: A step towards designing CTL based HIV-1 vaccine
Sajib Chakraborty, Taibur Rahman, Rajib Chakravorty
Advances in virology2014, Hindawi

In silico predicted mycobacterial epitope elicits in vitro T-cell responses
Md Kawsar Khan, Shabnam Zaman, Sajib Chakraborty, Rajib Chakravorty, Mohammad Murshid Alam, Taufiqur Rahman Bhuiyan, Muhammad Jubayer Rahman, Carmen Fern\'andez, Firdausi Qadri, Zeba I Seraj
Molecular immunology 61(1), 16--22, Pergamon, 2014

Cell density in prostate histopathology images as a measure of tumor distribution
Hayley M Reynolds, Scott Williams, Alan M Zhang, Cheng Soon Ong, David Rawlinson, Rajib Chakravorty, Catherine Mitchell, Annette Haworth
Medical Imaging 2014: Digital Pathology, pp. 90410S

Labour-efficient in vitro lymphocyte population tracking and fate prediction using automation and manual review
Rajib Chakravorty, David Rawlinson, Alan Zhang, John Markham, Mark R Dowling, Cameron Wellard, Jie HS Zhou, Philip D Hodgkin
PloS one 9(1), e83251, Public Library of Science, 2014

Computing cell density in prostate histopathology images for correlation with multiparametric MRI
Annette Haworth Hayley M. Reynolds
SPIE Medical Imaging, 2014


2013

Design and analysis of an Event Indicator Function classifier for immune cell tracking applications
Ravikanth Konda, Rajib Chakravorthy, Subhash Challa
Advanced Intelligent Mechatronics (AIM), 2013 IEEE/ASME International Conference on, pp. 199--205

In silico QSAR analysis of quercetin reveals its potential as therapeutic drug for Alzheimer's disease
Md Rezaul Islam, Aubhishek Zaman, Iffat Jahan, Rajib Chakravorty, Sajib Chakraborty
Journal of Young Pharmacists 5(4), 173--179, No longer published by Elsevier, 2013

A novel brain tumour MRI patient education software tool - transforming the neuro - oncology consultation
Kate Drummond David Rawlinson
6th Co-operative trials group for Neuro-Oncology (COGNO ) Annual Scientific Meeting, 2013

Measures for ranking cell trackers without manual validation
Andrey Kan, Christopher Leckie, James Bailey, John Markham, Rajib Chakravorty
Pattern Recognition 46(11), 2849--2859, Pergamon, 2013


2012

HLA supertypes contribute in HIV-1 Cytotoxic T lymphocyte (CTL) epitope clustering in Nef and Gag proteins
Sajib Chakraborty, Taibur Rahman, Rajib Chakravorty, Alison Kuchta, Atai Rabby, Munsi Md. Shahiuzzaman
AIDS Research and Human Retroviruses, 2012


2011

Accelerated evolution of brain specific microRNAs in Homo sapiens
S Chakraborty, Ali M.M, R. Chakravorty
International Congress on Human Genetics, 2011

Parallel microscopic cell image segmentation and multiple fusions
Eric Dahai Cheng, Subhash Challa, Rajib Chakravorty
International Journal of Signal and Imaging Systems Engineering 4(2), 96--114, Inderscience Publishers, 2011

Automated and semi-automated cell tracking: addressing portability challenges
Andrey Kan, R Chakravorty, J Bailey, C Leckie, J Markham, MR Dowling
Journal of microscopy 244(2), 194--213, Blackwell Publishing Ltd, 2011

Multi-channel and multi-layer cell segmentations and decision fusion based on an hierarchical structure
Eric Dahai Cheng, Subhash Challa, Rajib Chakravorty
International Journal of Biomedical Engineering and Technology 6(1), 14--45, Inderscience Publishers, 2011


2010

Recursive bayesian approaches for auto calibration in drift aware wireless sensor networks
MS Takruri, Subhash Challa, Rajib Chakravorty
Journal of Networks, Academy Publisher, 2010

A computational approach for identification of epitopes in dengue virus envelope protein: a step towards designing a universal dengue vaccine targeting endemic regions
Sajib Chakraborty, Rajib Chakravorty, Musaddeque Ahmed, Atiqur Rahman, TM Waise, Faizule Hassan, Mustafizur Rahman, Sohel Shamsuzzaman
In silico biology 10(5, 6), 235--246, IOS Press, 2010

Comparative network clustering of direct repeats (DRs) and cas genes confirms the possibility of the horizontal transfer of CRISPR locus among bacteria
Sajib Chakraborty, Ambrosius P Snijders, Rajib Chakravorty, Musaddeque Ahmed, Ashek Md Tarek, M Anwar Hossain
Molecular phylogenetics and evolution 56(3), 878--887, Academic Press, 2010


2009

Simple, low-cost, in-band OSNR monitor based on digital spectral slice manipulation
Masuduzzaman Bakaul, Rajib Chakravorty, Ampalavanapillai Nirmalathas
LEOS Annual Meeting Conference Proceedings, 2009. LEOS'09. IEEE, pp. 131--132

Microscopic cell detection based on multiple cell image segmentations and fusion algorithms
Eric Dahai Cheng, Subhash Challa, Rajib Chakravorty
Biomedical Engineering and Informatics, 2009. BMEI'09. 2nd International Conference on, pp. 1--7

Multitarget tracking algorithm-Joint IPDA and Gaussian mixture PHD filter
Rajib Chakravorty, Subhash Challa
Information Fusion, 2009. FUSION'09. 12th International Conference on, pp. 316--323

Microscopic cell segmentation and dead cell detection based on cfse and pi images by using distance and watershed transforms
Eric Dahai Cheng, Subhash Challa, Rajib Chakravorty
Digital Image Computing: Techniques and Applications, 2009. DICTA'09., pp. 32--39


2008

Microscopic cell segmentation by parallel detection and fusion algorithm
Eric Dahai Cheng, Subhash Challa, Rajib Chakravorty, John Markham
Multimedia Signal Processing, 2008 IEEE 10th Workshop on, pp. 94--100

Auto calibration in drift aware wireless sensor networks using the interacting multiple model algorithm
Maen Takruri, Subhash Challa, Rajib Chakravorty
Communications, Computers and Applications, 2008. MIC-CCA 2008. Mosharaka International Conference on, pp. 98--103


2006

Augmented State Integrated Probabilistic Data Association Smoothing for Automatic Track Initiation in Clutter.
Rajib Chakravorty, Subhash Challa
J. Adv. Inf. Fusion 1(1), 63--74, 2006


2005

Electricity Load Forecasting Using Real Time Information from Distributed Sensor Networks
B Challa, S Challa, D Sharma, R Chakravorty
Innovations and Commercial Applications of Distributed Sensor Networks Symposia, 2005

A novel approach for electrical load forecasting using distributed sensor networks
Bhanu P Challa, Subhash Challa, Rajib Chakravorty, Suhrud K Deshpande, Deepak Sharma
Intelligent Sensing and Information Processing, 2005. ICISIP 2005. Third International Conference on, pp. 189--194

Smoothing framework for automatic track initiation in clutter
Rajib Chakravorty, Subhash Challa
Information Fusion, 2005 8th International Conference on, pp. 8--pp


2004

A single lag smoothing technique for track maintenance in clutter
Rajib Chakravorty, Subhash Challa
Cybernetics and Intelligent Systems, 2004 IEEE Conference on, pp. 1266--1270

Fixed lag smoothing technique for track maintenance in clutter
Rajib Chakravorty, Subhash Challa
Intelligent Sensors, Sensor Networks and Information Processing Conference, 2004. Proceedings of the 2004, pp. 119--124