Yi-Chen Sun Academic Website

Research Output

Publications

Selected journal manuscripts and conference presentations drawn from the current academic CV.

Journal Manuscripts

Under Review

1st author Medical Image Analysis (Impact Factor = 11.8) Under Peer Review

DBI-MambaUNet with Size-Aware Focal Tversky Loss: A Holistic Framework for Multi-Subtype Brain Tumor Micro-Lesion Segmentation in Stereotactic Radiosurgery.

3rd author Journal of Medical Systems (Impact Factor = 5.7) Under Peer Review

A Standards-Based, PACS-Native AI Integration Architecture for Background Inference in Radiology Reporting Workflows.

Co-author Computer Methods and Programs in Biomedicine (Impact Factor = 4.8) Under Peer Review

Fully Automated AI-Based Aortic Quantification System for Opportunistic Aneurysm Detection on Routine CT.

Conference Presentations

Oral Presentations

Oral Presentation FOM 2025 1st author

Enhancing 3D MRI Brain Tumor Segmentation with Dynamic Window Filtering.

View Publication
Oral Presentation IEEE AMLDS 2025 1st author

Lightweight 3D IDC-MambaUNet for Multi-Modal MRI Brain Tumor Segmentation Using Multi-Resolution Ensemble.

View Publication
Oral Presentation IEEE AMLDS 2025 2nd author

Real-time and Continuous AI Inference Workflow with PACS Integration.

View Publication
Oral Presentation IEEE AMLDS 2026 2nd author

Lesion-Wise False-Positive Reduction for Brain Tumor Candidate Masks in Multi-Modal MRI via Mask-Gated 2.5D Spatiotemporal Classification.