Global Scientific Map of Ultrasound Molecular Imaging Research: Data-Driven Bibliometrics and Visualization Depth...

As an emerging medical imaging technology, ultrasound molecular imaging (USMI) has made significant progress in tumor diagnosis, drug delivery, and treatment monitoring in recent years. With the deepening of research, the number of publications in this field has increased rapidly, but systematic analysis and summarization remain limited. Using data-driven bibliometric methods and visualization techniques, this study comprehensively analyzes the research trends, core academic contributions, collaboration networks, and hotspots in USMI to reveal its structural evolution and technological frontiers. Publications related to USMI published between January 2004 and July 2025 were retrieved from the Web of Science Core Collection. Bibliometric analyses were performed using CiteSpace 6.4.R1 to identify influential authors, institutions, and research themes and to visualize the temporal evolution and structural characteristics of global research trends. A total of 296 papers from 22 countries were analyzed, showing an increasing annual publication trend since 2007. The United States, China, and Switzerland emerged as the leading contributors, while Stanford University, the Chinese Academy of Sciences, and Oregon Health & Science University were key research institutions. Current hotspots focus on probe development, microbubble-nanobubble integration, and multimodal imaging fusion. Emerging keywords such as drug delivery, targeted therapy, and AI-based imaging indicate a gradual shift from fundamental research toward clinical application. The evolution of research themes also suggests a preliminary translational pathway-from molecular probe design and preclinical validation to early clinical trials, exemplified by the VEGFR2-targeted contrast agent BR55 and PSMA-directed nanobubbles, which provide a feasible route for USMI to enter precision diagnosis and theranostics. This study provides a global and data-driven overview of USMI research, highlighting its technological evolution and clinical potential. By linking bibliometric evidence with translational demand, the findings offer insights into how ultrasound molecular imaging may progress from laboratory innovation to clinical implementation, supporting future roadmap development for targeted imaging and precision medicine.