Web: http://arxiv.org/abs/2209.07163

Sept. 16, 2022, 1:15 a.m. | Jinhee Kim, Taesung Kim, Taewoo Kim, Jaegul Choo, Dong-Wook Kim, Byungduk Ahn, In-Seok Song, Yoon-Ji Kim

cs.CV updates on arXiv.org arxiv.org

Diagnosis based on medical images, such as X-ray images, often involves
manual annotation of anatomical keypoints. However, this process involves
significant human efforts and can thus be a bottleneck in the diagnostic
process. To fully automate this procedure, deep-learning-based methods have
been widely proposed and have achieved high performance in detecting keypoints
in medical images. However, these methods still have clinical limitations:
accuracy cannot be guaranteed for all cases, and it is necessary for doctors to
double-check all predictions of …

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