3 papers
eess.IV2026
Region-Aware Multimodal Large Language Model via SlowFast Tokenization and Pseudo-Mask Guidance for 3D CT Report Generation
Sunggu Kyung, Jinyoung Seo, Hyunseok Lim +7
Current CT report generation frameworks predominantly rely on global feature representations, often failing to capture region-specific details and potentially missing certain abnor…
cs.CL2026
MentalBench: A DSM-Grounded Benchmark for Evaluating Psychiatric Diagnostic Capability of Large Language Models
Hoyun Song, Migyeong Kang, Jisu Shin +7
Large language models (LLMs) have attracted growing interest as supportive tools for psychiatric assessment and clinical decision support. However, existing mental health benchmark…
cs.CV2025
MedErr-CT: A Visual Question Answering Benchmark for Identifying and Correcting Errors in CT Reports
Sunggu Kyung, Hyungbin Park, Jinyoung Seo +9
Computed Tomography (CT) plays a crucial role in clinical diagnosis, but the growing demand for CT examinations has raised concerns about diagnostic errors. While Multimodal Large…