[HTML][HTML] Contrastive learning penalized cross-entropy with diversity contrastive search decoding for diagnostic report generation of reduced token repetition

T Zhang, J Meng, Y Yang, S Yu - Applied Sciences, 2024 - mdpi.com
Medical imaging description and disease diagnosis are vitally important yet time-consuming.
Automated diagnosis report generation (DRG) from medical imaging description can reduce …

FluoroSAM: A Language-aligned Foundation Model for X-ray Image Segmentation

BD Killeen, LJ Wang, H Zhang, M Armand… - arXiv preprint arXiv …, 2024 - arxiv.org
Automated X-ray image segmentation would accelerate research and development in
diagnostic and interventional precision medicine. Prior efforts have contributed task-specific …