University of Pittsburgh

The 2nd Summer School on AI-Powered Medical Imaging Informatics: Object Detection and Localization in Medical Images (Summer 2024)

Topics taught included:

• Introduction to PyTorch
• Intro to Medical Image Annotation
• Intersection over Union
• LabelImg
• Non-Max Suppression
• You Only Look Once (YOLO)
• Single Shot Detector (SSD)
• Hands-on practice for Total Knee Arthroplasty detection using YOLO, the RoboFlow API and Synthetic Knee X-Rays

Helped with hands-on practice in:

• Python Programming
• Image Operations
• Image Filtering
• Shape Analysis
• Liner.ai

Pitt HexAI Summer School: Object Detection and Localization in Medical Images using AI (Summer 2023)

Covered topics on:

• Introduction to PyTorch
• Osteoarthritis Initiative
• Intersection over Union
• Hands-on practice for Total Knee Arthroplasty detection using YOLO, the RoboFlow API and OAI Dataset

University of Southern Maine

Teaching Assistant (w/Prof. Bruce MacLeod)

• COS 160/170: Structured Programming: Java/Structured Programming Lab (Fall 2016, Spring 2016, Fall 2017, Spring 2017, Spring 2018, Fall 2020, Spring 2021, Fall 2021, Spring 2022, Fall 2022)
• COS 420/COS 520: Object Oriented Design (Spring 2019, Spring 2020, Spring 2021, Spring 2023)
• COS 422/COS 522: Computing for Data Science (Fall 2021, Fall 2022)
• COS 452: Computer Graphics (Fall 2019)
• COS 475/COS 575: Machine Learning (Spring 2022)