Search Results for author: Jun Won Kim

Found 2 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

Single-round Self-supervised Distributed Learning using Vision Transformer

no code implementations5 Jan 2023 Sangjoon Park, Ik-Jae Lee, Jun Won Kim, Jong Chul Ye

Despite the recent success of deep learning in the field of medicine, the issue of data scarcity is exacerbated by concerns about privacy and data ownership.

Federated Learning

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