Paracentra: A Smart-Device that Identifies Ascites and Aids Medical Personnel in the Delivery of Paracentesis
Tuesday, April 9, 2024
7:31am – 7:38am
Location: 412
Authors: Jermaine Chambers, Carle Illinois College of Medicine
This study delves into the critical importance of timely paracentesis in patients with ascites, emphasizing the need for improved patient outcomes and survival rates. By employing sophisticated algorithms, the aim is to develop a mobile device, "Paracentra," designed to facilitate the autonomous execution of paracentesis procedures, representing a significant leap forward in ascites management.
Leveraging the OpenCV image processing library, the study focuses on the efficient identification of ascitic regions and needles in ultrasound images. A comprehensive analysis of over 300 abdominal ultrasound studies is accompanied by the development of a robotic arm prototype, enhancing the mechanical capabilities of the proposed device.
The study showcases the algorithm's consistent success, achieving a 100% accuracy rate in identifying crucial drainage areas. The integration of the algorithm into the "Paracentra" device offers a promising solution for improving the accessibility of paracentesis procedures, particularly in underserved regions with limited healthcare resources.
As the study concludes, the integration of advanced algorithms into the "Paracentra" device represents a significant step forward in streamlining the paracentesis process and enhancing the delivery of critical medical interventions. The potential impact of this technology extends to underserved communities, where improved access to medical procedures could significantly improve patient care.