Improving Out-of-Distribution Detection in Echocardiographic View Classication through Enhancing Semantic Features

no code implementations • 31 Aug 2023 • Jaeik Jeon, Seongmin Ha, Yeonggul Jang, Yeonyee E. Yoon, Jiyeon Kim, Hyunseok Jeong, Dawun Jeong, Youngtaek Hong, Seung-Ah Lee Hyuk-Jae Chang

In echocardiographic view classification, accurately detecting out-of-distribution (OOD) data is essential but challenging, especially given the subtle differences between in-distribution and OOD data.

Classification Out-of-Distribution Detection +1