Lung Nodule Classification Using Biomarkers, Volumetric Radiomics, and 3D CNNs
Mehta, Kushal, Jain, Arshita, Mangalagiri, Jayalakshmi, Menon, Sumeet, Nguyen, Phuong, Chapman, David R.
Published in Journal of digital imaging (01.06.2021)
Published in Journal of digital imaging (01.06.2021)
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Journal Article
CCS-GAN: COVID-19 CT Scan Generation and Classification with Very Few Positive Training Images
Menon, Sumeet, Mangalagiri, Jayalakshmi, Galita, Josh, Morris, Michael, Saboury, Babak, Yesha, Yaacov, Yesha, Yelena, Nguyen, Phuong, Gangopadhyay, Aryya, Chapman, David
Published in Journal of digital imaging (01.08.2023)
Published in Journal of digital imaging (01.08.2023)
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Journal Article
Generating Realistic COVID-19 x-rays with a Mean Teacher + Transfer Learning GAN
Menon, Sumeet, Galita, Joshua, Chapman, David, Gangopadhyay, Aryya, Mangalagiri, Jayalakshmi, Nguyen, Phuong, Yesha, Yaacov, Yesha, Yelena, Saboury, Babak, Morris, Michael
Published in 2020 IEEE International Conference on Big Data (Big Data) (10.12.2020)
Published in 2020 IEEE International Conference on Big Data (Big Data) (10.12.2020)
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Conference Proceeding
Classification of COVID-19 using Deep Learning and Radiomic Texture Features extracted from CT scans of Patients Lungs
Mangalagiri, Jayalakshmi, Sugumar, Jones Sam, Menon, Sumeet, Chapman, David, Yesha, Yaacov, Gangopadhyay, Aryya, Yesha, Yelena, Nguyen, Phuong
Published in 2021 IEEE International Conference on Big Data (Big Data) (15.12.2021)
Published in 2021 IEEE International Conference on Big Data (Big Data) (15.12.2021)
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Conference Proceeding
CCS-GAN: COVID-19 CT-scan classification with very few positive training images
Menon, Sumeet, Mangalagiri, Jayalakshmi, Galita, Josh, Morris, Michael, Saboury, Babak, Yesha, Yaacov, Yesha, Yelena, Nguyen, Phuong, Gangopadhyay, Aryya, Chapman, David
Year of Publication 01.10.2021
Year of Publication 01.10.2021
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Journal Article
Lung Nodule Classification Using Biomarkers, Volumetric Radiomics and 3D CNNs
Mehta, Kushal, Jain, Arshita, Mangalagiri, Jayalakshmi, Menon, Sumeet, Nguyen, Phuong, Chapman, David R
Year of Publication 19.10.2020
Year of Publication 19.10.2020
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Journal Article
Generating Realistic COVID19 X-rays with a Mean Teacher + Transfer Learning GAN
Menon, Sumeet, Galita, Joshua, Chapman, David, Gangopadhyay, Aryya, Mangalagiri, Jayalakshmi, Nguyen, Phuong, Yesha, Yaacov, Yesha, Yelena, Saboury, Babak, Morris, Michael
Year of Publication 25.09.2020
Year of Publication 25.09.2020
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Journal Article
CCS-GAN: COVID-19 CT-scan classification with very few positive training images
Menon, Sumeet, Jayalakshmi Mangalagiri, Galita, Josh, Morris, Michael, Saboury, Babak, Yesha, Yaacov, Yesha, Yelena, Nguyen, Phuong, Gangopadhyay, Aryya, Chapman, David
Published in arXiv.org (01.10.2021)
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Published in arXiv.org (01.10.2021)
Paper
Toward Generating Synthetic CT Volumes using a 3D-Conditional Generative Adversarial Network
Jayalakshmi Mangalagiri, Chapman, David, Gangopadhyay, Aryya, Yesha, Yaacov, Galita, Joshua, Menon, Sumeet, Yesha, Yelena, Saboury, Babak, Morris, Michael, Nguyen, Phuong
Published in arXiv.org (02.04.2021)
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Published in arXiv.org (02.04.2021)
Paper
Generating Realistic COVID19 X-rays with a Mean Teacher + Transfer Learning GAN
Menon, Sumeet, Galita, Joshua, Chapman, David, Gangopadhyay, Aryya, Jayalakshmi Mangalagiri, Nguyen, Phuong, Yesha, Yaacov, Yesha, Yelena, Saboury, Babak, Morris, Michael
Published in arXiv.org (26.09.2020)
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Published in arXiv.org (26.09.2020)
Paper