Dr. Aritra Chowdhury Profile

Dr. Aritra Chowdhury

Research Scientist at GE Research

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Publications (3)

Proceedings Article | 15 February 2021 Presentation + Paper

Active deep learning reduces annotation burden in automatic cell segmentation

Aritra Chowdhury, Sujoy Biswas, Simone Bianco

Proceedings Volume 11603, 116030H (2021) https://doi.org/10.1117/12.2579537

KEYWORDS: Image segmentation, Detection and tracking algorithms, Pathology, Microscopy, Image analysis, Convolutional neural networks, Biology, Analytical research

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Proceedings Article | 1 March 2017 Paper

A computational study on convolutional feature combination strategies for grade classification in colon cancer using fluorescence microscopy data

Aritra Chowdhury, Christopher Sevinsky, Alberto Santamaria-Pang, Bülent Yener

Proceedings Volume 10140, 101400Q (2017) https://doi.org/10.1117/12.2255687

KEYWORDS: Colorectal cancer, Feature extraction, Microscopy, Neural networks, Tissues, Pathology, Machine learning, Cancer, Diagnostics, Convolutional neural networks, Proteins, Matrices, Databases

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Proceedings Article | 23 March 2016 Paper

A machine learning approach to quantifying noise in medical images

Aritra Chowdhury, Christopher Sevinsky, Bülent Yener, Kareem Aggour, Steven Gustafson

Proceedings Volume 9791, 97910U (2016) https://doi.org/10.1117/12.2217702

KEYWORDS: Image quality, Medical imaging, Image analysis, Image processing, Machine learning, Tissues, Image classification, Colorectal cancer, Denoising, Biomedical optics, Image restoration, Image filtering, Data modeling

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