Jiajia Zheng

Dr. Jiajia Zheng

orcid

Research Focus & Metrics

Academic Career Length

2Years (2025-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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19 February 2025 in Journal of Stomatology Oral and Maxillofacial Surgery
Verified
Journal Article
Open access
JZJiajia Zheng
Jiajia Zheng
HLHong Li
Hong Li
QWQuan Wen
Quan Wen
YFYuan Fu
Yuan Fu
JWJiaqi Wu
Jiaqi Wu
HCHu Chen
Hu Chen
The aim of this study was to compare the effectiveness of automated supernumerary tooth (ST) detection systems on periapical radiographs using Faster R-CNN and YOLOv8 with detection by 8 dental residents. This was a diagnostic accuracy study of 469 periapical radiographs (419 training vs. 50 test datasets). The primary predictor variables were detectors (dental residents/Faster R-CNN/YOLOv8). The main outcome variables included the diagnostic performance of the model's using precision, recall and intersection over union (IoU). Appropriate statistics were calculated. In the test dataset, the precision of Faster R-CNN and YOLOv8 was 0.95 and 0.99, and their average precision was 0.90 and 0.97, respectively. A significant difference was observed between the two models in these metrics, with YOLOv8 outperforming Faster R-CNN in both precision and average precision (P<0.05). Both AI systems outperformed human subjects. Based on our findings, both YOLOv8 and Faster R-CNN are highly effective in the automated detection of ST in periapical radiographs and could, for example, assist humans in resource-limited situations.

1 January 2025 in International Journal of Dentistry
Verified
Journal Article
Open access
JZJiajia Zheng
Jiajia Zheng
XYXue Yang
Xue Yang
YFYuan Fu
Yuan Fu
BLBichen Lin
Bichen Lin
BSBingqing Shi
Bingqing Shi
QWQuan Wen
Quan Wen
Objective: This study aims to assess the effectiveness of pulpotomy in treating permanent anterior teeth with complicated crown fractures in children. Additionally, it seeks to analyze the long‐term outcomes to inform clinical practices for dental trauma across a wider age spectrum. Methods: A total of 126 permanent incisors in 107 patients, aged 7–15 years, diagnosed with complicated crown fractures, were treated with pulpotomy using iRoot BP Plus as the pulp capping agent. The treated teeth underwent clinical assessments at 6–8 weeks, 3 months, 6 months, and 1 year post‐treatment, followed by routine oral examinations. Outcomes were determined based on clinical and radiographic criteria assessed by calibrated examiners. Clinical examinations included assessment of root apex formation, mobility, crown color, pulp vitality test, and the presence of abscesses and fistulas. Radiographic examinations included evaluation of periodontal ligament continuity, periapical translucency, dentin bridge formation, and calcification of the pulp chamber and root canal. Results: With an average follow‐up of 14.1 ± 12.6 months, success rates of 95.2% at 6 months and 90.9% at 12 months were observed. The estimated 2‐year survival rate was 94.7% ± 2.7%. Success was independent of factors like gender, root maturation, pulpotomy type, pulp exposure time, and tooth mobility. Seven failures were noted, primarily due to periapical periodontitis. One case of pulp canal obliteration was observed. Conclusion: Pulpotomy using iRoot BP Plus shows a high success rate in children with nondisplaced complicated crown fractures in permanent teeth. The prognosis is unaffected by root apex formation or tooth mobility.

9 September 2026 in BMC Oral Health
Verified
Journal Article
Open access
PDF file
QLQiang Li
Qiang Li
KWKan Wang
Kan Wang
JZJiajia Zheng
Jiajia Zheng
Liang LyuLiang Lyu
Liang Lyu
XYXue Yang
Xue Yang
YPYinfei Pu
Yinfei Pu
Although the emergency management of third-molar pericoronitis often requires short-term follow-up, the frequency of return visits per patient is rarely re

27 August 2026 in Bioengineering
Verified
Journal Article
Open access
PDF file
WDWeijing Dang
Weijing Dang
Liang LyuLiang Lyu
Liang Lyu
YSYong Shen
Yong Shen
JWJi Wang
Ji Wang
YYYi Yu
Yi Yu
DLDawei Liu
Dawei Liu
Repeatable acquisition of smiling and rest-related facial states is essential for longitudinal three-dimensional (3D) facial imaging, yet the effect of task instructions may depend on the state and measurement. This within-participant study compared conventional (CONV) and state-specific phoneme-guided (PHON) acquisition in 162 adults. For SMILE, CONV elicited a posed smile, whereas PHON used /tʃ/ articulation followed by maintenance of the resulting perioral configuration; for the REST-related condition, CONV elicited relaxed rest, whereas PHON used sustained /m/ to define a closed-lip reference configuration rather than unconstrained physiological rest. Each protocol–state condition was recorded twice. Within-session repeatability was characterized by absolute error between repeated acquisitions, technical error of measurement, intraclass correlation coefficient [ICC(2,1)], and Bland–Altman agreement. State-specific protocol differences were assessed using paired Wilcoxon signed-rank tests with Holm correction. During SMILE, PHON reduced median error for the 3D Sn–Gn distance (3.79 vs. 2.36 mm), interlabial distance (3.48 vs. 1.84 mm), and sagittal lip step (1.33 vs. 0.66 mm; adjusted p < 0.001), but increased commissure-distance error (1.50 vs. 1.89 mm; adjusted p = 0.007). During the REST-related condition, no prespecified linear outcome differed after correction. Phoneme guidance changed, rather than uniformly improved, repeatability, and its effect depended on facial state and outcome.