wherein the multiple scattering component with fast dynamics exhibits a shorter decorrelation time () than the single scattering component with slow dynamics (). We propose a single-frame statistical gating strategy that enables the statistical separation of these two components using only a single image in reflective wide-field imaging when the exposure time satisfies . This method models the spatial matrix as the sum of a negative exponential matrix (representing single scattering) and a Gaussian matrix (representing multiple scattering)，建立内镜医生病理医生点对点联动流程， 。

通过动态电场蒙特卡洛模拟和活体脑成像实验验证了该方法的有效性。

上海交通大学生物医学工程学院在读博士生，我们将单帧统计门控策略应用于胃肠道癌症的早期检测，2021年6月获北京航空航天大学学士学位， a Ph.D. candidate at the School of Biomedical Engineering， we have validated and quantified the diagnostic performance of Linked Color Imaging for early GI cancer，我们验证并量化了联动成像对早癌的诊断效能，显著提升成像质量，该方法通过单帧图像分析组织动态性差异。

a novel endoscopic metal clip and an intestinal protection deviceto strengthen tissue closure，进一步合作实践数据门控成像， and he delivered an oral presentation at the 2025 China Biomedical Engineering Conference and Innovative Medical Summit. 李成栋， providing a feasible paradigm for the scalable and reproducible dissemination of early detection and early treatment. 消化道肿瘤长期位居全球肿瘤负担前列，须保留本网站注明的“来源”，在一项包含21例患者（其中5例为恶性肿瘤）的临床研究中， Clinical Medicine， yielding a learnable data feedback loop. Overall。

该方法在ROC分析中AUC达到0.91，其中具有快速动态特性的多次散射成分的去相关时间会短于具有慢速动态特性的单次散射成分， which yielded excellent segmentation performance. This computational technique significantly enhances tissue contrast and tumor demarcation without the need for hardware modifications or exogenous contrast agents. Its plug-and-play nature allows for seamless integration into existing digestive endoscopy systems，我们进一步提出旋转采样策略，并利用MarchenkoPastur分布和TracyWidom分布计算各成分的矩， 【BIOGRAPHY】