癌症病理基因大模型DeepGEM落地

Core Insights - The deployment of the DeepGEM model by Guangzhou Kingmed Diagnostics Group aims to enhance cancer diagnosis through accurate and timely gene mutation predictions [1][2] - The collaboration involves Tencent and Guangzhou Medical University First Affiliated Hospital, focusing on developing a multimodal model for pathology and genetics [1][2] Group 1: DeepGEM Model Development - DeepGEM provides accurate predictions of gene mutations related to lung cancer, achieving a prediction accuracy of 78% to 99% within one minute [1] - The model addresses the challenges of conventional gene testing methods, which are often complex, time-consuming, and costly, particularly in resource-limited areas [1] Group 2: Clinical Application and Future Plans - Following successful validation, the three parties will promote the clinical application of DeepGEM for lung cancer gene mutation prediction [2] - There are plans to further develop a multimodal model that integrates various omics data, including pathology, proteomics, and metabolomics, for AI-assisted diagnosis across multiple cancer types [2] Group 3: Vision and Collaboration - The initiative aims to serve as a model for translating clinical research into practical applications, benefiting the public [2] - Kingmed Diagnostics expresses a desire to collaborate with more partners to create intelligent and accessible clinical diagnostic solutions [2]