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Education and qualifications (1)

University of Melbourne: Melbourne, AU

2008-09 to 2013-09 | PhD (Computer Engineering)
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Mani Abedini

Works (18)

Classification of MRI Brain Tumor Images using Deep Learning Segment Anything Model for segmentation and Deep Convolution Neural Network

World Journal of Advanced Research and Reviews
2024 | Journal article
Contributors: Mani Abedini
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Skin Cancer Classification by Leveraging Segment Anything Model for Semantic Segmentation of Skin Lesion

IJARCCE
2024 | Journal article
Contributors: Mani Abedini
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Classification of Pima Indian Diabetes Dataset using Ensemble of Decision Tree, Logistic Regression and Neural Network

IJARCCE
2020 | Journal article
Contributors: Mani Abedini; Anita Bijari; Touraj Banirostam
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EXPLOITING LOCAL AND GENERIC FEATURES FOR ACCURATE SKIN LESIONS CLASSIFICATION USING CLINICAL AND DERMOSCOPY IMAGING

IEEE International Symposium on Biomedical Imaging (ISBI)
2017 | Conference paper
Contributors: Ge, Zongyuan; Demyanov, Sergey; Bozorgtabar, Behzad; Abedini, Mani; Chakravorty, Rajib; Bowling, Adrian; Garnavi, Rahil
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INVESTIGATING DEEP SIDE LAYERS FOR SKIN LESION SEGMENTATION

IEEE International Symposium on Biomedical Imaging (ISBI)
2017 | Conference paper
Contributors: Bozorgtabar, Behzad; Ge, Zongyuan; Chakravorty, Rajib; Abedini, Mani; Demyanov, Sergey; Garnavi, Rahil
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CLASSIFICATION OF DERMOSCOPY PATTERNS USING DEEP CONVOLUTIONAL NEURAL NETWORKS

IEEE International Symposium on Biomedical Imaging (ISBI)
2016 | Conference paper
Contributors: Demyanov, Sergey; Chakravorty, Rajib; Abedini, Mani; Halpern, Alan; Garnavi, Rahil
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Dermatologist-like feature extraction from skin lesion for improved asymmetry classification in PH<SUP>2</SUP> Database

Annual International Conference of the IEEE Engineering in Medicine and Biology
2016 | Conference paper
Contributors: Chakravorty, Rajib; Liang, Sisi; Abedini, Mani; Garnavi, Rahil
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Multi-scale classification based lesion segmentation for dermoscopic images

Annual International Conference of the IEEE Engineering in Medicine and Biology
2016 | Conference paper
Contributors: Abedini, Mani; Codella, Noel; Chakravorty, Rajib; Garnavi, Rahil; Gutman, David; Helba, Brian; Smith, John R.
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Sparse Coding Based Skin Lesion Segmentation Using Dynamic Rule-Based Refinement

Lecture Notes in Computer Science
2016 | Journal article
Contributors: Bozorgtabar, Behzad; Abedini, Mani; Garnavi, Rahil
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A Cloud-Based Infrastructure for Feedback-Driven Training and Image Recognition

Studies in Health Technology and Informatics
2015 | Journal article
Contributors: Abedini, Mani; von Cavallar, Stefan; Chakravorty, Rajib; Davis, Matthew; Garnavi, Rahil
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A generalized framework for medical image classification and recognition

IBM Journal of Research and Development
2015 | Journal article
Contributors: Abedini, M.; Codella, N. C. F.; Connell, J. H.; Garnavi, R.; Merler, M.; Pankanti, S.; Smith, J. R.; Syeda-Mahmood, T.
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High performance computing enabling exhaustive analysis of higher order single nucleotide polymorphism interaction in Genome Wide Association Studies

Health Information Science and Systems
2015 | Journal article
Contributors: Goudey, Benjamin; Abedini, Mani; Hopper, John L.; Inouye, Michael; Makalic, Enes; Schmidt, Daniel F.; Wagner, John; Zhou, Zeyu; Zobel, Justin; Reumann, Matthias
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An enhanced XCS rule discovery module using feature ranking

International Journal of Machine Learning and Cybernetics
2013 | Journal article
Contributors: Abedini, Mani; Kirley, Michael
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GPU-accelerated eXtended Classifier System

IEEE Symposium on Computational Intelligence and Data Mining (CIDM)
2013 | Conference paper
Contributors: Abedini, Mani; Kirley, Michael; Chiong, Raymond; Weise, Thomas
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Incorporating feature ranking and evolutionary methods for the classification of high-dimensional DNA microarray gene expression data

Australasian Medical Journal
2013 | Journal article
Contributors: Abedini, Mani; Kirley, Michael; Chiong, Raymond
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Guided Rule Discovery in XCS for High-Dimensional Classification Problems

Lecture Notes in Computer Science
2011 | Journal article
Contributors: Abedini, Mani; Kirley, Michael
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A multiple population XCS: Evolving condition-action rules based on feature space partitions

IEEE Congress on Evolutionary Computation
2010 | Conference paper
Contributors: Abedini, Mani; Kirley, Michael
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CoXCS: A Coevolutionary Learning Classifier Based on Feature Space Partitioning

Lecture Notes in Computer Science
2009 | Journal article
Contributors: Abedini, Mani; Kirley, Michael
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