SlideChat, a multimodal generative artificial intelligence assistant for whole-slide computational pathology across cancer types, outperformed leading baselines in closed-ended accuracy and report-generation Metric for Evaluation of Translation with Explicit Ordering score and received the highest expert ratings across...
Ying Chen, Chenglong Ma, Qiong-Qiong Li et al.· Nature Cancer· 2 citations
Princigram shows that explicit physics-structured supervision improves the physical faithfulness of generated scientific diagrams, and curate and structurally annotate 4.3 million physics images, carry expert-level annotation, and adapt a unified multimodal backbone.
Ming-Hui Zhang, Jinxin Shi, Yi-Fan Chang et al.· 0 citations
SIVA-RL is proposed, a Sensitivity-Invariance Visual Alignment framework that replaces operator-conditioned regularization with sample-wise, outcome-conditioned supervision and yields an 8.79 percentage-point gain on vision-dependent reasoning and up to 14.9% relative overall improvement across all four GRPO- and DAPO-...
Cheng Tang, Junzhi Ning, Min Cen et al.· arXiv.org· 0 citations
OrthoPilot is a clinical artificial intelligence system powered by a large language model (LLM) that integrates hospital data streams with authoritative external knowledge for continuous musculoskeletal care and autonomously retrieves real-time imaging, laboratory, pathology and order data and translates evolving patie...
