Object analysis method and device, computer equipment and storage medium

• Main Authors: WONG TIEN YIN, JIA WEIPING, LI HUATING, GUAN ZHOUYU, SHENG BIN, MENG ZIYAO, LI JIAJIA
• Format: Patent
• Language: Chinese; English
• Published: 19.04.2024
• Subjects: CALCULATING; COMPUTING; COUNTING; HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATIONTECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING ORPROCESSING OF MEDICAL OR HEALTHCARE DATA; INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTEDFOR SPECIFIC APPLICATION FIELDS; PHYSICS

The invention relates to an object analysis method and device, computer equipment, a storage medium and a computer program product. The method comprises the following steps: acquiring a target image sequence, clinical data and an image processing model; the target image sequence is obtained by performing image sequence conversion on the to-be-detected image; the image processing model comprises a pre-trained feature extractor and a trained classification sub-model; performing feature extraction on the target input sequence through a feature extractor, and performing analysis processing on a feature extraction result through a classification sub-model to obtain a target analysis result; and performing object analysis on the target analysis result and the clinical data based on a large-scale language analysis model to obtain an object analysis result. By adopting the method, the accuracy of an object analysis result can be improved. 本申请涉及一种对象分析方法、装置、计算机设备、存储介质和计算机程序产品。所述方法包括：获取目标图像序列、临床数据和图像处理模型；目标图像序列为对待检测图像进行