Publication

Multi-View and Multi-Scale Hierarchical Fusion for Rotator Cuff Tear Prediction using Shoulder X-rays

J. Yang†, C. Jo, D. Kim, H. Chung*, I. Jang*

(Preparation)

OTCHA: Optimal Transport-driven Confidence-aware Latent Hub Alignment for Multi-View Medical Image Classification

J. Yang†, H. Chung*, I. Jang*

(Under review)

SST-GCN: The Sequential based Spatio-Temporal Graph Convolutional networks for Minute-level and Road-level Traffic Accident Risk Prediction

Taewook Kim, Hanjin Lee, HyeonJin Jung, Jiwoong Yang, Ellen J. Hong*

(Under review)

[Link] [pdf]

Hierarchical Mutual Distillation for Multi-View Fusion: Learning from All Possible View Combinations

J. Yang†, H. Chung*, I. Jang*

Pattern Recognition (IF 7.6, JCR ~8.8%)

[Link] [pdf]

Predicting Traffic Accident Risk in Seoul Metropolitan City: A Dataset Construction Approach

Jiwoong Yang†, Hyeonjin Jung, Taewook Kim, Hanjin Lee, Ellen J. Hong*

IEEE Access (IF 3.4, JCR ~35%)

[Link] [pdf]

Preoperative Rotator Cuff Tear Prediction from Shoulder Radiographs using a Convolutional Block Attention Module-Integrated Neural Network

Jiwoong Yang†, Chris Hyunchul Jo†, Byunghwan Jeon, Hackjoon Shim, Ikbeom Jang*

CLINICCAI 2024, MICCAI Workshop

[Link] [pdf]

Driver Group Clustering Technique and Risk Estimation Method for Traffic Accident Prevention

Tae-Wook Kim, Ji-Woong Yang, Hyeon-Jin Jung, Han-Jin Lee, Ellen J. Hong*

Journal of The Korea Society of Computer and Information

[Link]

Predicting Traffic Accident Risk based on Driver Abnormal Behavior and Gaze

Ji-Woong Yang, Hyeon-Jin Jung, Han-Jin Lee, Tae-Wook Kim, Ellen J. Hong*

Journal of The Korea Society of Computer and Information

[Link]

Spatiotemporal Feature-based LSTM-MLP Model for Predicting Traffic Accident Severity

Hyeon-Jin Jung, Ji-Woong Yang, Ellen J. Hong*

Journal of The Korea Society of Computer and Information

[Link]

Proposed Pre-Processing Method for Improving Pothole Dataset Performance in Deep Learning Model and Verification by YOLO Model

Han-Jin Lee, Ji-Woong Yang, Ellen J. Hong*

Journal of Korea Institute of Convergence Signal Processing

[Link]