3 papers
cs.CV2026
VL-AcneSeg: A Vision-Language Framework for Region-Aware Acne Lesion Segmentation
Sukju Oh, Soo Ick Cho, Dae Hun Suh +1
Acne assessment is crucial for clinical decision-making, yet traditional grading and counting are subjective and fail to account for lesion size. While area-based assessment has em…
cs.AI2026
Cardiologent: Multi-Agent Clinical Decision Support for Patient-Level Arrhythmia Assessment, Urgency, and Management
Sukju Oh, Moo-Yong Rhee, Jae-Sik Jang +1
The same episode of atrial fibrillation is a minor finding in a healthy adult and grounds for anticoagulation in an elderly patient with hypertension: identical signal, opposite de…
cs.CV2026
SurgicalMamba: Dual-Path SSD with State Regramming for Online Surgical Phase Recognition
Sukju Oh, Sukkyu Sun
Online surgical phase recognition must commit to a prediction at every frame of a procedure that runs for hours, from past frames alone and at a per-frame cost that does not grow w…