1 citations · 2 across the 5 of their papers we have counts for
5 papers
Advancing Multiscale Structural Mapping for Alzheimer's Disease using Local Gyrification Index
Jinhee Jang, Geonwoo Baek, Ikbeom Jang
Research question: This study aims to find whether other neurostructural measurements could be added and combined with the state-of-the-art Alzheimer's imaging marker called MSSM t…
Weakly Supervised Pretraining and Multi-Annotator Supervised Finetuning for Facial Wrinkle Detection
Ik Jun Moon, Junho Moon, Ikbeom Jang
1. Research question: With the growing interest in skin diseases and skin aesthetics, the ability to predict facial wrinkles is becoming increasingly important. This study aims to…
Preoperative Rotator Cuff Tear Prediction from Shoulder Radiographs using a Convolutional Block Attention Module-Integrated Neural Network
Chris Hyunchul Jo, Jiwoong Yang, Byunghwan Jeon +2
Research question: We test whether a plane shoulder radiograph can be used together with deep learning methods to identify patients with rotator cuff tears as opposed to using an M…
Why is the winner the best?
Matthias Eisenmann, Annika Reinke, Vivienn Weru +122
International benchmarking competitions have become fundamental for the comparative performance assessment of image analysis methods. However, little attention has been given to in…
Engineering AI Tools for Systematic and Scalable Quality Assessment in Magnetic Resonance Imaging
Yukai Zou, Ikbeom Jang
A desire to achieve large medical imaging datasets keeps increasing as machine learning algorithms, parallel computing, and hardware technology evolve. Accordingly, there is a grow…