Mr. Subhankar Chattoraj Profile

Subhankar Chattoraj

Student

SPIE Involvement:

Author

Area of Expertise:

Image Processing , Deep learning , Machine learning , Predictive Modelling , Computer Vision

Publications (3)

Proceedings Article | 1 November 2018 Paper

Efficacy of deep convolutional neural network features on histological manifold for robust breast carcinoma detection

Subhankar Chattoraj, Souvik Pratiher, Rajdeep Mukherjee, Saikat Ghosh, Arnab Chakraborty, Diptiman Hazra, Sawon Pratiher

Proceedings Volume 10820, 108203Q (2018) https://doi.org/10.1117/12.2505522

KEYWORDS: Breast, Tumor growth modeling, Convolutional neural networks, Solid modeling, Computer aided diagnosis and therapy, Tissues, Medical imaging, Breast cancer, Biopsy, Visualization

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Proceedings Article | 24 May 2018 Paper

Automated detection of glaucoma in fundus images using variational mode decomposition and textural features

Subhankar Chattoraj, Sawon Pratiher, Karan Vishwakarma

Proceedings Volume 10677, 106772Y (2018) https://doi.org/10.1117/12.2291996

KEYWORDS: Feature extraction, Matrices, Tissue optics, Discrete wavelet transforms, Eye, Artificial neural networks, Medical imaging, Convolution

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Proceedings Article | 24 May 2018 Paper

Application of stacked sparse autoencoder in automated detection of glaucoma in fundus images

Sawon Pratiher, Subhankar Chattoraj, Karan Vishwakarma

Proceedings Volume 10677, 106772X (2018) https://doi.org/10.1117/12.2291992

KEYWORDS: Diagnostics, Performance modeling, Medical imaging, Tissue optics, Image classification, Tissues, Computer aided diagnosis and therapy, Machine learning, Decision support systems, Reliability

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