Rishabh Sharma

Employment

• AI Research Lab, Hewlett Packard Enterprise
  2023 - Present
• University of Houston
  2019 - 2023

Education

• University of Houston PhD
  2019 - 2023

Projects & Funding

Projects & funding information is unavailable.

Publications (10)

• Framework for tracking metadata, lineage and model provenance in hybrid simulation-AI HPC exascale workflows
  2025 DOI: 10.1145/3757348.3757364
  +Save
• Let UNet Play an Adversarial Game: Investigating the Effect of Adversarial Training in Enhancing Low-Resolution MRI
  Journal of Imaging Informatics in Medicine 2024 DOI: 10.1007/s10278-024-01205-8
  +Save
• Multi‐branch convolutional neural network for Alzheimer’s Disease versus normal control classification using PET images
  Alzheimer's & Dementia 2023 DOI: 10.1002/alz.061092
  +Save
• DEEP LEARNING IN UPSCALING LOW QUALITY MR IMAGES: A COMPARISON STUDY OF THREE UNET ARCHITECTURES WITH AND WITHOUT PRIOR EMPLOYMENT
  Physica Medica 2022 DOI: 10.1016/s1120-1797(22)03169-6
  +Save
• A Deep Learning Approach to Upscaling “Low-Quality” MR Images: An In Silico Comparison Study Based on the UNet Framework
  Applied Sciences 2022 DOI: 10.3390/app122211758
  +Save
• Deep learning methods for automatic evaluation of delayed enhancement-MRI. The results of the EMIDEC challenge
  Medical Image Analysis 2022 DOI: 10.1016/j.media.2022.102428
  +Save
• Deep learning methods for automatic evaluation of delayed enhancement-MRI. The results of the EMIDEC challenge
  arXiv 2021
  +Save
• SM2N2: A Stacked Architecture for Multimodal Data and Its Application to Myocardial Infarction Detection
  Statistical Atlases and Computational Models of the Heart. M&Ms and EMIDEC Challenges 2021 DOI: 10.1007/978-3-030-68107-4_35
  +Save
• Logistic LASSO Regression for Dietary Intakes and Breast Cancer
  Nutrients 2020 DOI: 10.3390/nu12092652
  +Save
• Myocardial Infarction Segmentation in Late Gadolinium Enhanced MRI Images using Data Augmentation and Chaining Multiple U-Net
  2020 IEEE 20th International Conference on Bioinformatics and Bioengineering (BIBE) 2020 DOI: 10.1109/BIBE50027.2020.00165
  +Save