Conference Recap | From Recognizing an Image to Actively Seeking Evidence: FuxiMind Pathology-Native AI Multimodal Foundation Model Showcased at the Southern Sichuan Pathology Joint Conference

On September 12, 2026, the Southern Sichuan Pathology Alliance "Training Course on Standardized Pathological Diagnosis of Female Reproductive System and Breast Diseases" and the 2026 Annual Pathology Meeting of Yibin Medical Association were held in Yibin, Sichuan. Dr. Fang Run, founder and chairman of Hangzhou Xinuo Intelligent Medical Co., Ltd. ("Xinuo Intelligent Medical"), was invited as a guest speaker and delivered a talk titled "Current Status and Trends of AI-Assisted Pathology Diagnosis in Clinical Practice: From Whole-Slide Foundation Models to Active Evidence-Seeking."

From "Recognizing an Image" to "Actively Seeking Evidence"

In his talk, Dr. Fang Run introduced FuxiMind, the pathology-native AI multimodal foundation model developed in-house by Xinuo Intelligent Medical. Rather than giving a classification for a single field of view, the model works across the whole slide and the entire case, actively seeking key evidence that supports the diagnosis and mapping each piece of evidence back to the original image for pathologists to review one by one.

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