Medical infrared thermal imaging based temperature variations related to NEC in NICU
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Login for More InformationUsing thermal cameras to measure temperature differences as a data-driven diagnostic assistance tool for NEC
Project Overview
Necrotizing Enterocolitis (NEC) is a gastrointestinal infection affecting preterm newborns. While it is hard to detect NEC by regular imaging modalities such as X-ray or ultrasound, infrared thermal imaging could be used to detect the signs of NEC at an early stage. Previously, a research group proposed a way to combine infrared thermal cameras and RGB-D sensors to detect early-stage NEC. While this system generates promising results, it also costs significantly so that it is hard to apply this system to a larger number of patients. In response to these challenges, the team decided to design a system using thermal camera, ROI selection algorithm, and distance calibration to generate accurate temperature readouts. The results show that the system can generate promising results after several rounds of calibration.
Team Picture
Contact Information
Team Members
- Zihan Wang - Team Leader
- Cole Knickelbine - Communicator
- Galvin Wei - BSAC & BWIG
- Graham Sticha - BPAG
Advisor and Client
- Prof. Amit Nimunkar - Advisor
- Dr. Harpreet Singh - Client
Related Projects
- Fall 2022: Medical infrared thermal imaging based temperature variations related to NEC in NICU
- Spring 2022: Medical infrared thermal imaging based temperature variations related to NEC in NICU
- Fall 2021: Medical infrared thermal imaging based temperature variations related to NEC in NICU