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Author

Hangyul Yoon

2 papers indexed here

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Review Sep 2026

XFlow: A Workflow Model for Instruction-Guided Lesion Segmentation in Chest X-rays

Existing text-guided segmentation models in the medical domain cover only a narrow set of anatomical structures and lesions in chest X-rays (CXRs), and most of them assume that the queried target is always present in the image. Instruction-guided lesion segmentation (ILS) was introduced to overcome these limitations by...

Ge-On Choi, Hangyul Yoon, Hyunki Park et al. · 0 citations
#artificial intelligence Preprint Sep 2026

SentZero: An Enhanced Sentence-Centric Vision-Language Pretraining for Multi-Task Zero-Shot Chest X-Ray Analysis

SentZero, an enhanced sentence-centric VL pretraining framework for zero-shot, multi-task CXR analysis, introduces LLM-based abstract-level sentence structuring and mapping to expand positive-pair diversity, together with an additional loss term to mitigate false negatives.

Hangyul Yoon, Hyungyung Lee, Edward Choi et al. · 0 citations

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