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Jayalakshmi Mangalagiri
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2020 – today
- 2023
- [j3]Sumeet Menon
, Jayalakshmi Mangalagiri, Joshua Galita, Michael Morris, Babak Saboury, Yaacov Yesha, Yelena Yesha, Phuong Nguyen, Aryya Gangopadhyay, David Chapman:
CCS-GAN: COVID-19 CT Scan Generation and Classification with Very Few Positive Training Images. J. Digit. Imaging 36(4): 1376-1389 (2023) - 2021
- [j2]Binit Gajera
CT-Scan Denoising Using a Charbonnier Loss Generative Adversarial Network. IEEE Access 9: 84093-84109 (2021) - [j1]Kushal Mehta, Arshita Jain, Jayalakshmi Mangalagiri, Sumeet Menon, Phuong Nguyen, David R. Chapman
Lung Nodule Classification Using Biomarkers, Volumetric Radiomics, and 3D CNNs. J. Digit. Imaging 34(3): 647-666 (2021) - [c3]Jayalakshmi Mangalagiri, Jones Sam Sugumar, Sumeet Menon, David Chapman, Yaacov Yesha, Aryya Gangopadhyay, Yelena Yesha, Phuong Nguyen:
Classification of COVID-19 using Deep Learning and Radiomic Texture Features extracted from CT scans of Patients Lungs. IEEE BigData 2021: 4387-4395 - [c2]Samit Shivadekar, Jayalakshmi Mangalagiri, Phuong Nguyen, David Chapman, Milton Halem, Rahul Gite:
An Intelligent Parallel Distributed Streaming Framework for near Real-time Science Sensors and High-Resolution Medical Images. ICPP Workshops 2021: 7:1-7:9 - [i4]Jayalakshmi Mangalagiri, David Chapman, Aryya Gangopadhyay, Yaacov Yesha, Joshua Galita, Sumeet Menon, Yelena Yesha, Babak Saboury, Michael Morris, Phuong Nguyen:
Toward Generating Synthetic CT Volumes using a 3D-Conditional Generative Adversarial Network. CoRR abs/2104.02060 (2021) - [i3]Sumeet Menon, Jayalakshmi Mangalagiri, Joshua Galita, Michael Morris, Babak Saboury, Yaacov Yesha, Yelena Yesha, Phuong Nguyen, Aryya Gangopadhyay, David Chapman:
CCS-GAN: COVID-19 CT-scan classification with very few positive training images. CoRR abs/2110.01605 (2021) - 2020
- [c1]Sumeet Menon, Joshua Galita, David Chapman, Aryya Gangopadhyay, Jayalakshmi Mangalagiri, Phuong Nguyen, Yaacov Yesha, Yelena Yesha, Babak Saboury, Michael Morris:
Generating Realistic COVID-19 x-rays with a Mean Teacher + Transfer Learning GAN. IEEE BigData 2020: 1216-1225 - [i2]Sumeet Menon, Joshua Galita, David R. Chapman, Aryya Gangopadhyay, Jayalakshmi Mangalagiri, Phuong Nguyen, Yaacov Yesha, Yelena Yesha, Babak Saboury, Michael Morris:
Generating Realistic COVID19 X-rays with a Mean Teacher + Transfer Learning GAN. CoRR abs/2009.12478 (2020) - [i1]Kushal Mehta, Arshita Jain, Jayalakshmi Mangalagiri, Sumeet Menon, Phuong Nguyen, David R. Chapman:
Lung Nodule Classification Using Biomarkers, Volumetric Radiomics and 3D CNNs. CoRR abs/2010.11682 (2020)
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