多模态融合技术在压力性损伤评估与分期中的研究进展

doi:10.3969/j.issn.1672-1756.2026.08.026

Abstract

Abstract: Artificial Intelligence (AI) technology has gradually demonstrated its potential in the field of multimodal data fusion, providing new ideas for the intelligent assessment and precise staging of pressure injuries. This article conducts a literature review to determine the current status of AI-based multimodal data fusion methods and their applications in the management of pressure injuries, and analyze the future development trends to promote the intelligent management of pressure injuries.

Key words: pressure injury; Artificial Intelligence; multimodal; risk prediction; intelligent nursing; review

CLC Number: R47；R197

LIU Yan, ZENG Ying, LIN Shujie, ZHANG Yan, SONG Yunlian, RAO Yixun, ZHU Jizhe, NI Jian, XU Xiaowei. Research progress on multimodal fusion technology in the assessment and staging of pressure injury[J].Chinese Nursing Management, 2026, 26(8): 1258-1262.

[1]	XIE Wenjun, ZHANG Yu, XU Li, ZHANG Qianqian, ZHANG Huimin, PENG Fucong, LIU Yating, DONG Yanyan. Management practice of unplanned extubation of PICC in patients with hematological diseases based on data-driven decision-making [J]. Chinese Nursing Management, 2026, 26(8): 1121-1127.
[2]	SONG Li, WANG Huajun, YIN Yan, KANG Xiaoli, SUN Chunyan, REN Xiaoxiao, CHEN Lifang. Development of a process quality control toolkit for preventing central venous Catheter-Related Bloodstream Infections in blood purification [J]. Chinese Nursing Management, 2026, 26(8): 1128-1133.
[3]	LI Cuihua, SUN Lijuan, CHE Ruixin, ZHOU Jianping, LUO Mingqin. Effects of risk-stratified closed-loop intervention on the prevention of Venous Thromboembolism in patients after thoracic surgery [J]. Chinese Nursing Management, 2026, 26(8): 1133-1138.
[4]	CHEN Juan, ZHANG Qin, NI Guichen, HUANG Wen, DING Hui, WAN Yuhui, ZHONG Hui. Construction of safety management evaluation indicators for hospitalized adolescents with Non-Suicidal Self-Injury [J]. Chinese Nursing Management, 2026, 26(8): 1139-1144.
[5]	HAN Yuxin, WANG Qing, SHAO Jianing, ZHANG Jiachen, SHENG Shaoting, ZHANG Xiaomin. Factors influencing cognitive training participation in patients with mild cognitive impairment: a qualitative study [J]. Chinese Nursing Management, 2026, 26(8): 1144-1149.
[6]	GUO Yixuan, YANG Zhifen, CHENG Yifan, ZHOU Xuxu, AN Jiawei, GAO Congjuan, ZANG Yu. Development of implementation strategies for perineal warm compresses in the second stage of labour based on the CFIR framework [J]. Chinese Nursing Management, 2026, 26(8): 1150-1155.
[7]	LI Juanjuan, DAI Limin, YANG Min, DIAO Zenghui, SONG Ruihan, WANG Xiaoming. Latent profile analysis of early postoperative recovery quality in diabetic patients after major abdominal surgery for digestive system diseases [J]. Chinese Nursing Management, 2026, 26(8): 1155-1161.
[8]	ZHOU Wanting, CHEN Hong, ZHANG Chunjin, YUAN Xinyuan, YANG Ziming. Challenges of prone position management among operating room healthcare professionals in orthopedic surgery: a qualitative study [J]. Chinese Nursing Management, 2026, 26(8): 1162-1166.
[9]	FENG Tingting, ZHOU Ye, HU Huiling, GE Hui, LI Jiashuai, WU Xue, ZHANG Shumei. Research on eye movement behaviors of ICU nurses' visual search for abnormal information on electrocardiogram monitors [J]. Chinese Nursing Management, 2026, 26(8): 1167-1172.
[10]	CHENG Yue, LIU Yage, GAO Guiying, WU Xinjuan, LI Zheng, HOU Xiaoni, ZHANG Huan, HUANG Li, ZHAO Xuetian, CAO Jing. Development and validation of the Professional Ideology Assessment Scale for Nursing Undergraduates [J]. Chinese Nursing Management, 2026, 26(8): 1172-1177.
[11]	WEN Xi, CAO Xiang, XU Dan, CHEN Yangyi, TIAN Fengmei, LI Chunhui, LI Huiling. Symptom experience of older adults with Subjective Cognitive Decline in a cognitive impairment specialty clinic [J]. Chinese Nursing Management, 2026, 26(8): 1178-1182.
[12]	LI Yalan, PAN Aihong, XU Fangfang, WANG Shengqin, ZHANG Mengxia, WANG Yijia. Care management of primary caregivers for elderly ostomy patients through a journey map [J]. Chinese Nursing Management, 2026, 26(8): 1183-1188.
[13]	ZHANG Binbin, WANG Yan, ZHANG Xiaoxue, LIU Jianping, WANG Wenjun, GUO Weiting. Trajectory of frailty in geriatric patients with Acute Myocardial Infarction after discharge and its influencing factors [J]. Chinese Nursing Management, 2026, 26(8): 1189-1194.
[14]	MIN Lijun, GUAN Jiayi, YANG Yange, YANG Qiaoju, JIA Songbo, WANG Zhenzhen. Development of a "Zero-Time Exercise" intervention protocol for COPD older adults with oral frailty [J]. Chinese Nursing Management, 2026, 26(8): 1195-1200.
[15]	YU Xiaomin, ZHEN Qiyun, ZHOU Nanxiang, ZHANG Yan, WANG Yang. Development and application of a prevention and management program for osteosarcopenia in elderly hip fracture patients [J]. Chinese Nursing Management, 2026, 26(8): 1200-1205.

Research progress on multimodal fusion technology in the assessment and staging of pressure injury

Like

Knowledge

Abstract

Cite this article

share this article

References

Related Articles 15

Metrics

Comments

Recommended 0