Mani Abedini
Mani Abedini
Senior Data Scientist
Verified email at ge.com - 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
2062015
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
342016
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 (S1), S3, 2015
312015
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
272015
Ibm research australia at lifeclef2014: Plant identification task.
Q Chen, M Abedini, R Garnavi, X Liang
CLEF (Working Notes), 693-704, 2014
272014
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
262017
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
242015
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
232016
CoXCS: a coevolutionary learning classifier based on feature space partitioning
M Abedini, M Kirley
Australasian Joint Conference on Artificial Intelligence, 360-369, 2009
232009
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
17*2010
IBM research at ImageCLEF 2013 medical tasks
M Abedini, L Cao, N Codella, JH Connell, R Garnavi, A Geva, M Merler, ...
Proc. Workshop CLEF 2013 Working Notes 1179, 2013
112013
Guided rule discovery in XCS for high-dimensional classification problems
M Abedini, M Kirley
Australasian Joint Conference on Artificial Intelligence, 1-10, 2011
82011
A multiple population XCS: Evolving condition-action rules based on feature space partitions
M Abedini, M Kirley
IEEE Congress on Evolutionary Computation, 1-8, 2010
82010
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
72016
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
72013
Incorporating feature ranking and evolutionary methods for the classification of high-dimensional DNA microarray gene expression data
M Abedini, M Kirley, R Chiong
The Australasian medical journal 6 (5), 272, 2013
72013
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
62019
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
52017
A Cloud-Based Infrastructure for Feedback-Driven Training and Image Recognition.
M Abedini, S von Cavallar, R Chakravorty, M Davis, R Garnavi
MedInfo, 691-695, 2015
42015
Multi-scale classification based lesion segmentation for dermoscopic images
M Abedini, N Codella, R Chakravorty, R Garnavi, D Gutman, B Helba, ...
2016 38th Annual International Conference of the IEEE Engineering in …, 2016
32016
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Articles 1–20