1 code implementation • Frontiers in Oncology 2024 • Seungyeon Son, Bio Joo, Mina Park, Sang Hyun Suh, Hee Sang Oh, Jun Won Kim, Seoyoung Lee, Sung Jun Ahn*†, Jong-Min Lee*†
Methods and materials: A total of 128 patients with 1339 BMs, who underwent BM magnetic resonance imaging using the contrast-enhanced 3D T1 weighted (T1WI) turbo spin-echo black blood sequence, were included in the development of the DL algorithm.
no code implementations • 15 Oct 2021 • Muhammad Zeeshan Arshad, Dawoon Jung, Mina Park, Kyung-Ryoul Mun, Jinwook Kim
It was shown that it is possible to achieve high accuracy of over 95. 5 percent by monitoring a single phase of the whole gait cycle through only a single sensor.
no code implementations • 15 Oct 2021 • Muhammad Zeeshan Arshad, Dawoon Jung, Mina Park, Hyungeun Shin, Jinwook Kim, Kyung-Ryoul Mun
In this paper, it is shown that by encoding gait signals as images, deep learning-based models can be utilized for the classification of gait type.