中国工程科学2025，Vol.27Issue(2)：304-314,11.DOI:10.15302/J-SSCAE-2024.11.024
数智病理平台构建及服务模式研究
Digital Intelligence Pathology Platform and Its Service Pattern
摘要
Abstract
Pathological diagnosis is the cornerstone for clinical diagnosis and treatment decision-making.The digital intelligence pathology platform built by integrating artificial intelligence,big data,and other information technologies has great application values,which will support the digitalization and intelligent upgrading of the pathology discipline and expand the Chinese solution of intelligent pathology.This study systematically clarifies the conceptual framework of digital intelligence pathology,identifies practical application requirements,and highlights critical challenges in its implementation.Building on proprietary research achievements,we propose a tripartite middleware architecture comprising data,algorithm,and service platforms.The system architecture integrates standardized data management,AI-driven analytical modules,and interoperable service interfaces to optimize pathological workflows.Key workflow improvements include standardized specimen processing,intelligent diagnostic assistance,and platform-based service integration.Furthermore,the study explores prospective application scenarios for digital intelligence pathology platforms,spanning diagnostic services,multidisciplinary consultations,medical education,scientific research,and quality control.Strategic recommendations are provided to accelerate adoption:establishing policy-guided industry standards,diversifying funding channels,strengthening professional training,advancing technological innovation,and ensuring data security with privacy protection.These measures aim to expedite the integration of digital intelligence pathology into clinical practice and support the evolution of smart healthcare.关键词
数智病理/病理诊断/病理大模型/服务模式/病理学/病理科Key words
digital intelligence pathology/pathological diagnosis/pathological foundation model/service pattern/pathology/pathology department分类
医药卫生引用本文复制引用
陈晓红,刘浏,牛雅娟,刘晓亮,李啸海,周建华,王俊普..数智病理平台构建及服务模式研究[J].中国工程科学,2025,27(2):304-314,11.基金项目
中国工程院咨询项目"全球未来产业发展趋势及湖南未来产业布局研究"(2024-DFZD-39) （2024-DFZD-39）
湘江实验室项目(23XJ01008,23XJ03001) Chinese Academy of Engineering project"Research on Global Future Industrial Development Trend and Hunan Future Industrial Layout"(2024-DFZD-39) （23XJ01008,23XJ03001）
Xiangjiang Laboratory Project(23XJ01008,23XJ03001) （23XJ01008,23XJ03001）
