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Mani Abedini
Mani Abedini
Senior Data Scientist
Verified email at g42.ai - Homepage
Title
Cited by
Cited by
Year
Deep learning, sparse coding, and SVM for melanoma recognition in dermoscopy images
N Codella, J Cai, M Abedini, R Garnavi, A Halpern, JR Smith
International workshop on machine learning in medical imaging, 118-126, 2015
3512015
Classification of dermoscopy patterns using deep convolutional neural networks
S Demyanov, R Chakravorty, M Abedini, A Halpern, R Garnavi
2016 IEEE 13th International symposium on biomedical imaging (ISBI), 364-368, 2016
732016
Sparse coding based skin lesion segmentation using dynamic rule-based refinement
B Bozorgtabar, M Abedini, R Garnavi
international workshop on machine learning in medical imaging, 254-261, 2016
472016
Exploiting local and generic features for accurate skin lesions classification using clinical and dermoscopy imaging
Z Ge, S Demyanov, B Bozorgtabar, M Abedini, R Chakravorty, A Bowling, ...
2017 IEEE 14th international symposium on biomedical imaging (ISBI 2017 …, 2017
452017
High performance computing enabling exhaustive analysis of higher order single nucleotide polymorphism interaction in Genome Wide Association Studies
B Goudey, M Abedini, JL Hopper, M Inouye, E Makalic, DF Schmidt, ...
Health information science and systems 3 (1), 1-11, 2015
372015
A generalized framework for medical image classification and recognition
M Abedini, NCF Codella, JH Connell, R Garnavi, M Merler, S Pankanti, ...
IBM Journal of Research and Development 59 (2/3), 1: 1-1: 18, 2015
322015
Ibm research australia at lifeclef2014: Plant identification task.
Q Chen, M Abedini, R Garnavi, X Liang
CLEF (Working Notes), 693-704, 2014
322014
Accurate and scalable system for automatic detection of malignant melanoma
M Abedini, Q Chen, NCF Codella, R Garnavi, X Sun, ME Celebi, ...
Dermoscopy image analysis 293343, 2015
312015
Cloud-based infrastructure for feedback-driven training and image recognition
M Abedini, S Von Cavallar, R Chakravorty, MA Davis, R Garnavi
US Patent 9,760,990, 2017
282017
CoXCS: a coevolutionary learning classifier based on feature space partitioning
M Abedini, M Kirley
Australasian Joint Conference on Artificial Intelligence, 360-369, 2009
242009
Annotation of skin image using learned feature representation
M Abedini, R Chakravorty, R Garnavi, M Hayat
US Patent 9,886,758, 2018
212018
Imaging segmentation using multi-scale machine learning approach
M Abedini, R Chakravorty, R Garnavi, M Hayat
US Patent 9,684,967, 2017
182017
Gene Expression Classification with a novel coevolutionary based learning classifier system on Public Clouds
C Vecchiola, M Abedini, M Kirley, X Chu, R Buyya
e-Science Workshops, 2010 Sixth IEEE International Conference on, 92-97, 2010
18*2010
Dermatologist-like feature extraction from skin lesion for improved asymmetry classification in PH2 database
R Chakravorty, S Liang, M Abedini, R Garnavi
2016 38th Annual International Conference of the IEEE Engineering in …, 2016
152016
IBM research at ImageCLEF 2013 medical tasks
M Abedini, L Cao, N Codella, JH Connell, R Garnavi, A Geva, M Merler, ...
American Medical Informatics Association (AMIA) ImageCLEF; Medical Image …, 2013
112013
System and method for lesion analysis and recommendation of screening checkpoints for reduced risk of skin cancer
M Abedini, A Bowling, R Chakravorty, S Demyanov, R Garnavi
US Patent 10,282,843, 2019
102019
Automated skin lesion segmentation using deep side layers
M Abedini, SB Bozorgtabar, R Chakravorty, S Demyanov, R Garnavi, Z Ge
US Patent 10,373,312, 2019
92019
An enhanced XCS rule discovery module using feature ranking
M Abedini, M Kirley
International Journal of Machine Learning and Cybernetics 4 (3), 173-187, 2013
92013
Investigating deep side layers for skin lesion segmentation
B Bozorgtabar, Z Ge, R Chakravorty, M Abedini, S Demyanov, R Garnavi
2017 IEEE 14th International Symposium on Biomedical Imaging (ISBI 2017 …, 2017
82017
Guided rule discovery in XCS for high-dimensional classification problems
M Abedini, M Kirley
Australasian Joint Conference on Artificial Intelligence, 1-10, 2011
82011
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Articles 1–20