Ikbeom Jang

According to our database, Ikbeom Jang authored at least 18 papers between 2019 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

Improved Multiscale Structural Mapping with Supervertex Vision Transformer for the Detection of Alzheimer's Disease Neurodegeneration.

Geonwoo Baek, David H. Salat, Ikbeom Jang

CoRR, April, 2026

ADP-DiT: Text-Guided Diffusion Transformer for Brain Image Generation in Alzheimer's Disease Progression.

Juneyong Lee, Geonwoo Baek, Ikbeom Jang

CoRR, April, 2026

MedROI: Codec-Agnostic Region of Interest-Centric Compression for Medical Images.

Jiwon Kim, Ikbeom Jang

CoRR, April, 2026

Dodgersort: Uncertainty-Aware VLM-Guided Human-in-the-Loop Pairwise Ranking.

Yujin Park, Haejun Chung, Ikbeom Jang

CoRR, March, 2026

Hierarchical mutual distillation for multi-view fusion: Learning from all possible view combinations.

Jiwoong Yang, Haejun Chung, Ikbeom Jang

Pattern Recognit., 2026

2025

BOLDSimNet: Examining Brain Network Similarity between Task and Resting-State fMRI.

Boseong Kim, Debashis Das Chakladar, Haejun Chung, Ikbeom Jang

CoRR, April, 2025

EZ-Sort: Efficient Pairwise Comparison via Zero-Shot CLIP-Based Pre-Ordering and Human-in-the-Loop Sorting.

Yujin Park, Haejun Chung, Ikbeom Jang

Proceedings of the 34th ACM International Conference on Information and Knowledge Management, 2025

2024

Uncertainty-Weighted Mutual Distillation for Multi-View Fusion.

Jiwoong Yang, Haejun Chung, Ikbeom Jang

CoRR, 2024

Calibration of ordinal regression networks.

Daehwan Kim, Haejun Chung, Ikbeom Jang

CoRR, 2024

Weakly Supervised Pretraining and Multi-Annotator Supervised Finetuning for Facial Wrinkle Detection.

Ik Jun Moon, Junho Moon, Ikbeom Jang

CoRR, 2024

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

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

CoRR, 2024

Cyclic 2.5D Perceptual Loss for Cross-Modal 3D Image Synthesis: T1 MRI to Tau-PET.

Symac Kim, Junho Moon, Haejun Chung, Ikbeom Jang

CoRR, 2024

Facial Wrinkle Segmentation for Cosmetic Dermatology: Pretraining with Texture Map-Based Weak Supervision.

Junho Moon, Haejun Chung, Ikbeom Jang

Proceedings of the Pattern Recognition - 27th International Conference, 2024

2022

Decreasing Annotation Burden of Pairwise Comparisons with Human-in-the-Loop Sorting: Application in Medical Image Artifact Rating.

Ikbeom Jang, Garrison Danley, Ken Chang, Jayashree Kalpathy-Cramer

CoRR, 2022

2021

Engineering AI Tools for Systematic and Scalable Quality Assessment in Magnetic Resonance Imaging.

Yukai Zou, Ikbeom Jang

CoRR, 2021

K-space refinement in deep learning MR reconstruction via regularizing scan specific SPIRiT-based self consistency.

Kanghyun Ryu, Cagan Alkan, Chanyeol Choi, Ikbeom Jang, Shreyas Vasanawala

Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

Opportunities and Challenges for Deep Learning in Brain Lesions.

Jay B. Patel, Ken Chang, Syed Rakin Ahmed, Ikbeom Jang, Jayashree Kalpathy-Cramer

Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2021

2019

Cortical and Subcortical Contributions to Predicting Intelligence Using 3D ConvNets.

Yukai Zou, Ikbeom Jang, Timothy G. Reese, Jinxia Yao, Wenbin Zhu, Joseph Vincent Rispoli

Proceedings of the Adolescent Brain Cognitive Development Neurocognitive Prediction, 2019