Sumeet Menon

According to our database, Sumeet Menon authored at least 11 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

A Method of Moments Embedding Constraint and its Application to Semi-Supervised Learning.

Michael Majurski, Sumeet Menon, Parniyan Farvardin, David Chapman

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

CCS-GAN: COVID-19 CT Scan Generation and Classification with Very Few Positive Training Images.

Sumeet Menon, Jayalakshmi Mangalagiri, Joshua Galita, Michael Morris, Babak Saboury, Yaacov Yesha, Yelena Yesha, Phuong Nguyen, Aryya Gangopadhyay, David Chapman

J. Digit. Imaging, August, 2023

2022

Semi-supervised Contrastive Outlier removal for Pseudo Expectation Maximization (SCOPE).

Sumeet Menon, David Chapman

CoRR, 2022

2021

Lung Nodule Classification Using Biomarkers, Volumetric Radiomics, and 3D CNNs.

Kushal Mehta, Arshita Jain, Jayalakshmi Mangalagiri, Sumeet Menon, Phuong Nguyen, David R. Chapman

J. Digit. Imaging, 2021

CCS-GAN: COVID-19 CT-scan classification with very few positive training images.

Sumeet Menon, Jayalakshmi Mangalagiri, Joshua Galita, Michael Morris, Babak Saboury, Yaacov Yesha, Yelena Yesha, Phuong Nguyen, Aryya Gangopadhyay, David Chapman

CoRR, 2021

Toward Generating Synthetic CT Volumes using a 3D-Conditional Generative Adversarial Network.

Jayalakshmi Mangalagiri, David Chapman, Aryya Gangopadhyay, Yaacov Yesha, Joshua Galita, Sumeet Menon, Yelena Yesha, Babak Saboury, Michael Morris, Phuong Nguyen

CoRR, 2021

Classification of COVID-19 using Deep Learning and Radiomic Texture Features extracted from CT scans of Patients Lungs.

Jayalakshmi Mangalagiri, Jones Sam Sugumar, Sumeet Menon, David Chapman, Yaacov Yesha, Aryya Gangopadhyay, Yelena Yesha, Phuong Nguyen

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

2020

Deep Expectation-Maximization for Semi-Supervised Lung Cancer Screening.

Sumeet Menon, David R. Chapman, Phuong Nguyen, Yelena Yesha, Michael Morris, Babak Saboury

CoRR, 2020

Generating Realistic COVID19 X-rays with a Mean Teacher + Transfer Learning GAN.

Sumeet Menon, Joshua Galita, David R. Chapman, Aryya Gangopadhyay, Jayalakshmi Mangalagiri, Phuong Nguyen, Yaacov Yesha, Yelena Yesha, Babak Saboury, Michael Morris

CoRR, 2020

Active semi-supervised expectation maximization learning for lung cancer detection from Computerized Tomography (CT) images with minimally label training data.

Phuong Nguyen, David Chapman, Sumeet Menon, Michael Morris, Yelena Yesha

Proceedings of the Medical Imaging 2020: Computer-Aided Diagnosis, 2020

Generating Realistic COVID-19 x-rays with a Mean Teacher + Transfer Learning GAN.

Sumeet Menon, Joshua Galita, David Chapman, Aryya Gangopadhyay, Jayalakshmi Mangalagiri, Phuong Nguyen, Yaacov Yesha, Yelena Yesha, Babak Saboury, Michael Morris

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020