Scholar
Chunsu Park
Google Scholar ID: XUTPJeIAAAAJ
University of Illinois Urbana-Champaign
Citations & Impact
Citations
41
H-index
3
i10-index
1
Publications
7
Co-authors
0
Publications
Resume
Academic Achievements
- Selected Publications: CAPTURE-GAN: Conditional Attribute Preservation through Unveiling Realistic GAN for artifact removal in dual-energy CT imaging (MICCAI 2024); Convolutional Implicit Neural Representation of pathology whole-slide images (MICCAI 2024); W-DRAG: A joint framework of WGAN with data random augmentation optimized for generative networks for bone marrow edema detection in dual energy CT (Computerized Medical Imaging and Graphics, 2024); Prediction of bone mineral density in CT using deep learning with explainability (Frontiers in Physiology, 2023); Diagnostic performance for detecting bone marrow edema of the hip on dual-energy CT: Deep learning model vs. musculoskeletal physicians and radiologists (European Journal of Radiology, 2022).
Research Experience
- Full-Time Research Fellow, AMI LAB, 2023 - present; Insurance Product and System Manager & Broker, M Financial Service, 2018 - 2020.
Education
- 2021 - 2023: M.S. in Information Convergence Engineering, Pusan National University, advised by Prof. MinWoo Kim; 2010 - 2017: B.S. in Industrial and Information Systems Engineering, Jeonbuk National University.
Background
- Research Interests: Medical Image Analysis, Image Reconstruction & Enhancement, Multi-Modal Data Handling, Task-based Imaging and Assessment, Multi-Task Learning, Model Robustness, Explainable AI. Background: Currently a Full-Time Research Fellow at the AI-based Medical Imaging Lab, Pusan National University, focusing on the application of artificial intelligence in medical imaging, especially improving the generalization of models in various medical image analysis tasks.
Miscellany
- Hobbies: Playing tennis, running, watching Netflix series (except horror) during free time.