Search Results for author: Mina Park

Found 3 papers, 1 papers with code

Development of RLK-Unet: a clinically favorable deep learning algorithm for brain metastasis detection and treatment response assessment

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.

Brain Tumor Segmentation Image Segmentation +2

Gait-based Human Identification through Minimum Gait-phases and Sensors

no code implementations15 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.

Descriptive Gait Identification

Gait-based Frailty Assessment using Image Representation of IMU Signals and Deep CNN

no code implementations15 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.

Cannot find the paper you are looking for? You can Submit a new open access paper.