Evidence map›Paper›PMID 41978396›Full record

ReviewBeijing da xue xue bao. Yi xue ban = Journal of Peking University. Health sciences2026

[Exploration and clinical application of the "digital and intelligent surgery" diagnosis and treatment workflow for oral and maxillofacial tumors].

Wen DU, Wenbo Zhang, Yao Yu, Shuo Liu, Huiyu Su, Leihao Hu, Zunan Tang, Binzhang Wu, Zhen Chen, Jiaqi Li and 2 more

Abstract readReviewEnglish Abstract
In one paragraph

Review in Beijing da xue xue bao. Yi xue ban = Journal of Peking University. Health sciences, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

12 authors.

Wen DUDepartment of Oral and Maxillofacial Surgery, Peking University School and Hospital of Stomatology & National Center for Stomatology & National Clinical Research Center for Oral Diseases & National Engineering Research Center of Oral Biomaterials and Digital Medical Devices & Beijing Key Laboratory of Digital Stomatology, Beijing, 100081, China.
Wenbo ZhangDepartment of Oral and Maxillofacial Surgery, Peking University School and Hospital of Stomatology & National Center for Stomatology & National Clinical Research Center for Oral Diseases & National Engineering Research Center of Oral Biomaterials and Digital Medical Devices & Beijing Key Laboratory of Digital Stomatology, Beijing, 100081, China.
Yao YuDepartment of Oral and Maxillofacial Surgery, Peking University School and Hospital of Stomatology & National Center for Stomatology & National Clinical Research Center for Oral Diseases & National Engineering Research Center of Oral Biomaterials and Digital Medical Devices & Beijing Key Laboratory of Digital Stomatology, Beijing, 100081, China.
Shuo LiuDepartment of Oral and Maxillofacial Surgery, Peking University School and Hospital of Stomatology & National Center for Stomatology & National Clinical Research Center for Oral Diseases & National Engineering Research Center of Oral Biomaterials and Digital Medical Devices & Beijing Key Laboratory of Digital Stomatology, Beijing, 100081, China.
Huiyu SuDepartment of Oral and Maxillofacial Surgery, Peking University School and Hospital of Stomatology & National Center for Stomatology & National Clinical Research Center for Oral Diseases & National Engineering Research Center of Oral Biomaterials and Digital Medical Devices & Beijing Key Laboratory of Digital Stomatology, Beijing, 100081, China.
Leihao HuDepartment of Oral and Maxillofacial Surgery, Peking University School and Hospital of Stomatology & National Center for Stomatology & National Clinical Research Center for Oral Diseases & National Engineering Research Center of Oral Biomaterials and Digital Medical Devices & Beijing Key Laboratory of Digital Stomatology, Beijing, 100081, China.
Zunan TangDepartment of Oral and Maxillofacial Surgery, Peking University School and Hospital of Stomatology & National Center for Stomatology & National Clinical Research Center for Oral Diseases & National Engineering Research Center of Oral Biomaterials and Digital Medical Devices & Beijing Key Laboratory of Digital Stomatology, Beijing, 100081, China.
Binzhang WuDepartment of Oral and Maxillofacial Surgery, Peking University School and Hospital of Stomatology & National Center for Stomatology & National Clinical Research Center for Oral Diseases & National Engineering Research Center of Oral Biomaterials and Digital Medical Devices & Beijing Key Laboratory of Digital Stomatology, Beijing, 100081, China.
Zhen ChenDepartment of Oral and Maxillofacial Surgery, Peking University School and Hospital of Stomatology & National Center for Stomatology & National Clinical Research Center for Oral Diseases & National Engineering Research Center of Oral Biomaterials and Digital Medical Devices & Beijing Key Laboratory of Digital Stomatology, Beijing, 100081, China.
Jiaqi LiDepartment of Oral and Maxillofacial Surgery, Peking University School and Hospital of Stomatology & National Center for Stomatology & National Clinical Research Center for Oral Diseases & National Engineering Research Center of Oral Biomaterials and Digital Medical Devices & Beijing Key Laboratory of Digital Stomatology, Beijing, 100081, China.
Hao WangDepartment of Oral and Maxillofacial Surgery, Peking University School and Hospital of Stomatology & National Center for Stomatology & National Clinical Research Center for Oral Diseases & National Engineering Research Center of Oral Biomaterials and Digital Medical Devices & Beijing Key Laboratory of Digital Stomatology, Beijing, 100081, China.
Xin PengDepartment of Oral and Maxillofacial Surgery, Peking University School and Hospital of Stomatology & National Center for Stomatology & National Clinical Research Center for Oral Diseases & National Engineering Research Center of Oral Biomaterials and Digital Medical Devices & Beijing Key Laboratory of Digital Stomatology, Beijing, 100081, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Tumors in the oral and maxillofacial region present significant clinical challenges due to anatomical complexity and high individual variability, with the traditional experience-dependent model often lacking three-dimensional visualization, precise intraoperative navigation, and quantitative postoperative assessment. This article comprehensively reviews over a decade of research and clinical advances in "digital and intelligent surgery" developed by our team at Peking University School and Hospital of Stomatology, systematically documenting its transformative impact on tumor management. In digital surgery, we have established multimodal image fusion techniques integrating CT, MRI, and PET/CT to achieve detailed three-dimensional preoperative visualization, enabling accurate delineation of tumor boundaries and relationships with critical anatomical structures, such as nerves and vessels. We further developed personalized surgical planning methods including virtual design for jaw reconstruction using vascularized fibula or iliac crest flaps, computer-aided pre-forming of orbital titanium mesh, 3D-printed patient- specific plates manufactured via electron beam melting, soft-tissue flap simulation and volumetric planning for the anterolateral thigh flap, and implant-guided rehabilitation for complex maxillary defects. For surgical execution, navigation systems and mixed reality technologies have been implemented to enable accurate tumor resection, osteotomy guidance, and precise positioning of reconstructed bone segments, thereby enhancing surgical accuracy and safety while reducing operative time. In parallel, artificial intelligence has been integrated to enhance diagnostic and planning efficiency through deep learning-based tumor segmentation and classification from enhanced CT and MRI, automated reconstruction planning based on shape completion and morphometric descriptors, postoperative facial contour prediction using surface mesh deformation models, and machine learning-driven prognostic modeling for salivary gland malignancies based on clinicopathological data. The synergistic integration of these digital and intelligent technologies, collectively termed "digital and intelligent surgery", has shifted clinical practice from an experience-driven to a data-driven paradigm, significantly improving precision, safety, and efficiency while enabling truly personalized treatment pathways. This review also identifies current limitations such as the need for further automation in soft-tissue simulation and broader clinical validation of AI tools, and outlines future directions including the development of integrated surgical platforms and real-time adaptive planning systems, emphasizing the role of intelligent surgical systems in shaping the next generation of oral and maxillofacial oncology care toward more predictive, preventive, and patient-centered outcomes.

Indexed as

Mouth NeoplasmsSurgery, Computer-AssistedArtificial IntelligenceHumansImaging, Three-DimensionalMultimodal ImagingPlastic Surgery ProceduresPrinting, Three-DimensionalWorkflowArtificial intelligenceAugmented realityDigital surgeryMixed realityOral and maxillofacial tumorsSurgical navigation

Identifiers

PMID41978396
PMCPMC13077305

What OpenQuestion holds

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.