Publications¶
[2026] Medical Image Spatial Grounding with Semantic Sampling Andrew Seohwan Yu, Mohsen Hariri, Kunio Nakamura, Mingrui Yang, Xiaojuan Li, Vipin Chaudhary MICCAI (Medical Image Computing and Computer Assisted Intervention) arXiv
[2026] Multi-label Ensemble Model for Knee Joint Anatomy and Lesion Segmentation: Segmentation of Clinical Images With Ensembling, Morphology, and Attention (SCEMA) Andrew Seohwan Yu, Mingrui Yang, Kunio Nakamura, Richard Lartey, Sercan Tosun, Naveen Subhas, Carl Winalski, Vipin Chaudhary, Xiaojuan Li MRM (Magnetic Resonance in Imaging) DOI
[2025] Novel adaptation of video segmentation to 3D MRI: efficient zero-shot knee segmentation with SAM2 Andrew Seohwan Yu, Mohsen Hariri, Xuecen Zhang, Mingrui Yang, Vipin Chaudhary, Xiaojuan Li SPIE (The International Society for Optics and Photonics) PDF ยท DOI
[2024] Unsupervised Segmentation of Knee Bone Marrow Edema-like Lesions Using Conditional Generative Models Andrew Seohwan Yu, Mingrui Yang, Richard Lartey, William Holden, Ahmet Hakan Ok, Sameed Khan, Jeehun Kim, Carl Winalski, Naveen Subhas, Vipin Chaudhary, Xiaojuan Li Bioengineering, 11(6), 526
[2024] Inpainting MRI for unsupervised knee bone marrow edema-like lesion segmentation using conditional diffusion models Andrew Seohwan Yu, Richard Lartey, William Holden, Ahmet Hakan Ok, Jeehun Kim, Carl Winalski, Naveen Subhas, Vipin Chaudhary, Xiaojuan Li SPIE (The International Society for Optics and Photonics),
[2024] Forte: Finding Outliers with Representation Typicality Estimation Debargha Ganguly, Warren Morningstar, Andrew Yu, Vipin Chaudhary ICLR (International Conference on Learning Representations)
[2023] Novel Unsupervised Segmentation of Bone Marrow Edema-Like Lesions using Bayesian Conditional Generative Adversarial Networks Andrew Seohwan Yu, Sibaji Gaj, William Holden, Richard Lartey, Jeehun Kim, Carl Winalski, Naveen Subhas, Xiaojuan Li ISMRM (The International Society for Magnetic Resonance in Medicine<)
[2019] Framework for analysis and prediction of NBA basketball plays: On-ball screens Andrew Yu, Sunnie Chung IEEE SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI
[2019] Automatic identification and analysis of basketball plays: NBA on-ball screens Andrew Yu, Sun Sunnie Chung IEEE International Conference on Big Data, Cloud Computing, Data Science & Engineering (BCD)
[2017] NBA On-Ball Screens: Automatic Identification and Analysis of Basketball Plays Andrew Seohwan Yu Master's Thesis, Cleveland State University