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An automated classification of HEp-2 cellular shapes using Bag-of-keypoint features and Ant Colony Optimization. Biocybern Biomed Eng 2021. [DOI: 10.1016/j.bbe.2021.02.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2023]
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Comparing convolutional neural networks and preprocessing techniques for HEp-2 cell classification in immunofluorescence images. Comput Biol Med 2020; 116:103542. [DOI: 10.1016/j.compbiomed.2019.103542] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2019] [Revised: 11/12/2019] [Accepted: 11/12/2019] [Indexed: 01/10/2023]
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Qi Y, Zhang G, Li Y. Image Classification Model Using Visual Bag of Semantic Words. PATTERN RECOGNITION AND IMAGE ANALYSIS 2019. [DOI: 10.1134/s1054661819030222] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
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Al-Dulaimi K, Chandran V, Nguyen K, Banks J, Tomeo-Reyes I. Benchmarking HEp-2 specimen cells classification using linear discriminant analysis on higher order spectra features of cell shape. Pattern Recognit Lett 2019. [DOI: 10.1016/j.patrec.2019.06.020] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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Ayadi W, Elhamzi W, Charfi I, Atri M. A hybrid feature extraction approach for brain MRI classification based on Bag-of-words. Biomed Signal Process Control 2019. [DOI: 10.1016/j.bspc.2018.10.010] [Citation(s) in RCA: 38] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/23/2023]
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Wong KKL, Wang L, Wang D. Recent developments in machine learning for medical imaging applications. Comput Med Imaging Graph 2017; 57:1-3. [PMID: 28456276 DOI: 10.1016/j.compmedimag.2017.04.001] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Affiliation(s)
- Kelvin K L Wong
- School of Medicine, Western Sydney University, Sydney, Australia.
| | - Liansheng Wang
- Computer Science Department, School of Information Science and Engineering, Xiamen University, China
| | - Defeng Wang
- Research Center for Medical Image Computing, Department of Imaging and Interventional Radiology, The Chinese University of Hong Kong, Hong Kong
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