Experience

The Wallace H. Coulter Department of Biomedical Engineering at Georgia Tech and Emory University

• United States
• Biotechnology Research
• 100 - 200 Employee

• Student Researcher

  • Jun 2022 - Present

  • Testing Federated Learning against Traditional Learning using Rhino Health Federated Computing Platform (FCP) for training of deep learning models for prostate tumor and gland segmentation (Python, NVIDIA FLARE, AWS Storage and Servers). • Developing deep learning models (Convolutional Neural Networks) for prostate cancer detection, prostate tumor segmentation, and prostate gland segmentation (Python, PyTorch, MONAI). • Testing Federated Learning against Traditional Learning using Rhino Health Federated Computing Platform (FCP) for training of deep learning models for prostate tumor and gland segmentation (Python, NVIDIA FLARE, AWS Storage and Servers). • Developing deep learning models (Convolutional Neural Networks) for prostate cancer detection, prostate tumor segmentation, and prostate gland segmentation (Python, PyTorch, MONAI).



Center for Computational Imaging and Personalized Diagnostics (CCIPD) at CWRU

• United States
• Research Services
• 1 - 100 Employee

• Student Researcher

  • Nov 2019 - Present

  • Analyzed relationships between quality metrics of multiparametric MRI for a population of patient-specific lesions and radiological assessment of clinically-significant prostate cancer (i.e. reader performance and inter-reader agreement) (Python). • Optimized elements of prostate biparametric MRI (bpMRI) pre-processing (segmentation, signal intensity standardization, resampling, and registration) (Python, MATLAB). • Processed prostate bpMRI datasets to determine quality through several metrics using recently-developed MRQy (Python). (Scientific Enrichment and Opportunity Program) Show less



Prevention Research Center for Healthy Neighborhoods

• United States
• Research Services
• 1 - 100 Employee

• Student Researcher

  • Sep 2021 - May 2023

  • Modeled relationships between tobacco retailer density and prostate cancer incidence and mortality rates relative to area deprivation for each ZIP code in Cuyahoga County, Ohio (Python). • Conducted mixed-methods research using stakeholder interviews, retail surveys, and individual surveys. (Community-Engaged Cancer Research Program) • Modeled relationships between tobacco retailer density and prostate cancer incidence and mortality rates relative to area deprivation for each ZIP code in Cuyahoga County, Ohio (Python). • Conducted mixed-methods research using stakeholder interviews, retail surveys, and individual surveys. (Community-Engaged Cancer Research Program)