7 citations · 9 across the 5 of their papers we have counts for
5 papers
Rad-JEPA 3D: Radiology Joint-Embedding Predictive Model for 3D Computed Tomography
Quoc-Huy Trinh, Minh-Van Nguyen, Ulas Bagci
Self-supervised pretraining is central to 3D medical image analysis, where unlabeled CT volumes are abundant but expert annotations are scarce. Yet existing volumetric encoders oft…
PRS-Med: Position Reasoning Segmentation in Medical Imaging
Quoc-Huy Trinh, Minh-Van Nguyen, Jun Zeng +2
Prompt-based medical image segmentation has rapidly emerged, yet existing methods rely on explicit prompts like bounding boxes and struggle to reason about the spatial relationship…
Sing-On-Your-Beat: Simple Text-Controllable Accompaniment Generations
Quoc-Huy Trinh, Minh-Van Nguyen, Trong-Hieu Nguyen Mau +2
Singing is one of the most cherished forms of human entertainment. However, creating a beautiful song requires an accompaniment that complements the vocals and aligns well with the…
ALGNet: Attention Light Graph Memory Network for Medical Recommendation System
Minh-Van Nguyen, Duy-Thinh Nguyen, Quoc-Huy Trinh +1
Medication recommendation is a vital task for improving patient care and reducing adverse events. However, existing methods often fail to capture the complex and dynamic relationsh…
KDAS: Knowledge Distillation via Attention Supervision Framework for Polyp Segmentation
Quoc-Huy Trinh, Minh-Van Nguyen, Phuoc-Thao Vo Thi
Polyp segmentation, a contentious issue in medical imaging, has seen numerous proposed methods aimed at improving the quality of segmented masks. While current state-of-the-art tec…