BACKGROUND:In recent years,deep learning technologies have been increasingly applied in the field of oral medicine,enhancing the efficiency and accuracy of oral imaging analysis and promoting the rapid development of intelligent oral medicine. OBJECTIVE:To elaborate the current research status,advantages,and limitations of deep learning based on oral imaging in the diagnosis and treatment decision-making of oral diseases,as well as future prospects,exploring new directions for the transformation of oral medicine under the backdrop of deep learning technology. METHODS:PubMed was searched for literature related to deep learning in oral medical imaging published from January 2017 to January 2024 with the search terms"deep learning,artificial intelligence,stomatology,oral medical imaging."According to the inclusion criteria,80 papers were finally included for review. RESULTS AND CONCLUSION:(1)Classic deep learning models include artificial neural networks,convolutional neural networks,recurrent neural networks,and generative adversarial networks.Scholars have used these models in competitive or cooperative forms to achieve more efficient interpretation of oral medical images.(2)In the field of oral medicine,the diagnosis of diseases and the formulation of treatment plans largely depend on the interpretation of medical imaging data.Deep learning technology,with its strong image processing capabilities,aids in the diagnosis of diseases such as dental caries,periapical periodontitis,vertical root fractures,periodontal disease,and jaw cysts,as well as preoperative assessments for procedures such as third molar extraction and cervical lymph node dissection,helping clinicians improve the accuracy and efficiency of decision-making.(3)Although deep learning is promising as an important auxiliary tool for the diagnosis and treatment of oral diseases,it still has certain limitations in model technology,safety ethics,and legal regulation.Future research should focus on demonstrating the scalability,robustness,and clinical practicality of deep learning,and finding the best way to integrate automated deep learning decision support systems into routine clinical workflows.

OBJECTIVE To explore the mechanism of Shaoyao gancao decoction in improving intestinal motility in rats with slow transit constipation （STC） by regulating acid-sensitive ion channel 3 （ASIC3）/extracellular signal-regulated kinase （ERK） signaling pathway. METHODS SD rats were used to construct an STC model by gavage with compound diphenoxylate. The successfully modeled rats were randomly divided into model group， Shaoyao gancao decoction group （1.5 g/mL）， lactulose group （208.4 mg/mL， positive control）， and combined inhibition group （Shaoyao gancao decoction 1.5 g/mL+amiloride hydrochloride 20 μg/kg）， with 12 rats in each group. Additionally， 12 healthy rats were selected as the blank group. They were given relevant medicine once a day and continuously intervened for 14 days. After intervention， the intestinal propulsion function and visceral sensitivity of the model rats were detected. The expression of ASIC3 in the colon tissue of rats was observed by immunohistochemical staining. mRNA expressions of ASIC3， ERK1 and ERK2 as well as protein expressions of ASIC3， ERK1/2 and phosphorylated ERK1/2 （p-ERK1/2） in colon tissue of rats were detected； the ultrastructural changes of the enteric nervous system （ENS） -interstitial cell of Cajal （ICC）-smooth muscle cell （SMC） network in the rat colon were observed under electron microscopy. RESULTS Compared with the model group， the intestinal propulsion rate of the Shaoyao gancao decoction group was significantly increased， while the visceral pain threshold was significantly decreased. The proportion of the positive area of ASIC3 in the colonic tissue was significantly increased. The relative mRNA expression levels of ERK1， ERK2， and ASIC3， as well as the relative protein expression levels of p-ERK1/2 and ASIC3， and the p-ERK1/2 to ERK1/2 in the colonic tissue， were all significantly increased （P＜0.05 or P＜0.01）. Additionally， there was marked repair of the morphological structure of ICC and SMC， with closer gap junctions observed. Compared with the Shaoyao gancao decoction group， the combined inhibition group exhibited a diminished improvement in intestinal motility of rats， with statistically significant differences in the levels of some indicators （P＜0.05 or P＜0.01）； the repairing of the morphological structure of ICC and SMC was notably attenuated. CONCLUSIONS Shaoyao gancao decoction can effectively improve the intestinal transmission function and promote intestinal repair in STC rats， and its mechanism may be related to regulating the balance of the ENS-ICC-SMC network mediated by the ASIC3/ERK signaling pathway， thus promoting intestinal motility and reducing visceral sensitivity.

Most patients with pancreatic cancer are already in the locally advanced or metastatic stage at initial diagnosis. While systemic chemotherapy provides clinical benefits for those with mid-to-late-stage pancreatic cancer, its efficacy is often limited by patient tolerance. In response to the dual clinical demands of robust antitumor activity and high targeting specificity, antibody-drug conjugate (ADC) has emerged as a promising solution. By conjugating highly selective monoclonal antibodies with potent cytotoxic small-molecule drugs, ADC achieves precise tumor-targeting while minimizing damage to healthy tissues, which thereby improves treatment tolerance. However, due to the complex pathological features of pancreatic cancer, no ADC has yet been approved for clinical use for this disease. A comprehensive evaluation of factors including ADC-specific targets, payload selection, antibody-drug linkage strategies, drug delivery mechanisms, tissue distribution variability, and tumor heterogeneity will be crucial to advancing the clinical translation of ADC for pancreatic cancer treatment.

Objective: This study aims to assess the impact of the metabolic risk score (MRS) on time to achieve complete remission (CR) of fertility-sparing treatments for atypical endometrial hyperplasia (AEH) and early endometrial cancer (EC) patients. Methods: Univariate and multivariate cox analyses were employed to identify independent risk factors affecting the time to CR with patients at our center. These factors were subsequently incorporated into receiver operator characteristic curve analysis and decision curve analysis to assess the predictive accuracy of time to CR. Additionally, Kaplan–Meier analysis was utilized to determine the cumulative CR rate for patients. Results: The 173 patients who achieved CR following fertility preservation treatment (FPT) were categorized into three subgroups based on their time to CR (<6, 6–9, >9 months). Body mass index (hazard ratio [HR]=0.20; 95% confidence interval [CI]=0.03, 0.38; p=0.026), MRS (HR=0.31; 95% CI=0.09, 0.52; p=0.005), insulin resistance (HR=1.83; 95% CI=0.05, 3.60; p=0.045), menstruation regularity (HR=3.77; 95% CI=1.91, 5.64; p=0.001), polycystic ovary syndrome (HR=−2.16; 95% CI=−4.03, −0.28; p=0.025), and histological type (HR=0.36;95% CI=0.10, 0.62; p=0.005) were identified as risk factors for time to CR, with MRS being the independent risk factor (HR=0.29; 95% CI=0.02, 0.56; p=0.021). The inclusion of MRS significantly enhanced the predictive accuracy of time to CR (area under the curve [AUC]=0.789 for Model 1, AUC=0.862 for Model 2, p=0.032). Kaplan–Meier survival curves revealed significant differences in the cumulative CR rate among different risk groups. Conclusion MRS emerges as a novel evaluation system that substantially enhances the predictive accuracy for the time to achieve CR in AEH and early EC patients seeking fertility preservation.

Prompt gamma rays are a kind of secondary radiation produced in particle therapy, and prompt gamma information largely reflects the incidence of particles. Consequently, use of prompt gamma information to verify the range of particles is a promising verification method. In this article, the concept of prompt gamma ray in vivo range verification and the advantages of prompt gamma verification over existing methods were introduced. Secondly, the progress in developing a method for range verification using prompt gamma in recent years was reviewed, and the advantages and disadvantages of three methods including prompt gamma imaging (PGI), prompt gamma timing (PGT) and prompt gamma spectroscopy (PGS) were discussed. Finally, these three methods were summarized, and the development trend of prompt gamma rays for in vivo range monitoring was prospected.

Objective To summarize changes in antibiotic resistance of Salmonella typhimurium enteritis in children in our hospital and analyze its treatment.Methods A total of 186 children with Salmonella typhimurium enteritis in the pediatrics department of our hospital were selected.The drug resistance of common antibiotics against Salmonella typhimurium for children was analyzed,and the annual and pre-/post-treatment changes of multi-drug resistant bacteria were also analyzed.Based on the initial treatment of antibiotics and the first drug sensitivity test results,patients were divided into the initial sensitive group(121 cases)and the initial insensitive group(65 cases).The hospital stay and fecal culture negative conversion time were compared between the two groups of children.Results Among the Salmonella typhimurium isolated from 186 children,the resistance rate of Salmonella typhimurium to commonly used cephalosporin antibiotics in pediatrics demonstrated an overall upward tendency.Among them,the resistance rates of ceftriaxone(43.6%)and cefotaxime(35.5%)were relatively high.From 2017 to 2019,the proportion of multi-drug resistant bacteria presented a gradual upward trend,while from 2020 to 2023,the proportion declined.The incidence of multi-drug resistant bacteria exhibited an increasing trend after treatment(P＜0.05).After 1 week of treatment,there were no significant differences in the above three types of drug resistance changes.The hospital stay and the time for fecal culture to turn negative were both shorter in the initial sensitive group than those in the initial insensitive group(P＜0.05).Conclusion The problem of bacterial resistance in Salmonella typhimurium enteritis in children is severe.Initial empirical treatment with sensitive antibiotics and a reasonable course of anti-infective treatment can help reduce the bacterial drug resistance rate and shorten the hospital stay.

Objective To analyze the clinical efficacy of transcatheter tricuspid valve replacement (TTVR) in cardiac implantable electronic lead-related tricuspid regurgitation (TR). Methods The patients with severe TR who underwent LuX-Valve TTVR in 9 Chinese medical centers from June 2020 to August 2021 were retrospectively enrolled. They were divided into a cardiac implantable electronic device (CIED) group and a non-CIED group based on whether they had pre-existing CIED implantation. Success of the procedure was defined as safe implantation of the LuX-Valve and complete withdrawal of the delivery system. Prognostic improvement was defined as a decrease of TR grade to≤2+ and an improvement of cardiac function by≥2 grades. Surgical success and postoperative prognosis were compared between the two groups. Results A total of 190 patients were collected, including 50 males and 140 females with a mean age of 66.2±7.8 years. There were 29 patients in the CIED group, and 161 patients in the non-CIED group. In the CIED group, 28 patients were implanted with a permanent pacemaker and 1 patient with a cardioverter-defibrillator. Preoperative New York Heart Association (NYHA) cardiac function class, TR degree, left ventricular ejection fraction, tricuspid annular plane systolic excusion, and cardiac risk scores were comparable between the two groups (P>0.05). Postoperative TR was reduced to≤2+ in all patients, and there was no statistical difference in the incidence of perivalvular leakage between the two groups (P=0.270). Postoperative CT of CIED patients showed the valve was in place, and the lead was not extruded, twisted, or deflected. The in-hospital mortality of the two groups were 10.3% and 1.9%, respectively, and the difference was statistically significant (P=0.047). In addition, there was no statistical difference between the two groups in terms of postoperative improvement of cardiac function and mortality in the 1- and 2-year follow-up. Conclusion TTVR is feasible, safe, and effective in patients with CIED implantation, and the pre-existing lead has no significant effect on the clinical efficacy.

ObjectiveTo evaluate the clinical effectiveness and safety of Bairui Granules （百蕊颗粒） in the treatment of acute pharyngitis with wind-heat syndrome. MethodsA multicenter， double-blind， double-simulation， randomised controlled trial was conducted， in which 162 patients with acute pharyngitis and wind-heat syndrome from 7 centers were recruited， and each center was divided into trial group and control group on the ratio of 2∶1. In the trial group， 108 cases were orally administered with Bairui Granules plus Reyanning Granules （热炎宁颗粒） simulant， and in the control group， 54 cases were orally administered with Reyanning Granules plus Bairui Granules simulant for 5 days， with a follow-up visit on the 6th day. Full analysis set （FAS） analysis and per protocol set （PPS） were used for analysis， respectively. The primary efficacy index was the disappearance rate of sore throat after 5-day treatment； the secondary efficacy indexes were the disappearance rate of sore throat after 3-day treatment， as well as the visual analogue score （VAS） of sore throat before treatment， every day during the treatment， and follow-up on day 6， and the traditional Chinese medicine （TCM） syndrome score was performed before treatment and at the follow-up on day 6. The effectiveness on TCM syndrome was evaluated at the follow-up on day 6， and the changes of vital signs， blood routine， urine routine， liver functions， kidney function， the adverse events before and after the treatment were recorded， and safety analysis set （SS） was analysed. Results162 patients entered the FAS and SS analyses， and 158 cases （105 cases in the trial group and 53 cases in the control group） entered the PPS analysis. FAS analysis showed that the disappearance rate of sore throat after 5-day treatment was 80.56% （87/108） in the trial group and 64.81% （35/54） in the control group， and the difference between groups was statistically significant （χ² = 5.10， P = 0.0239）. PPS analysis showed that the disappearance rate of sore throat after 5-day treatment was 80.00% （84/105） in the trial group and 64.15% （34/53） in the control group， and the difference between groups was statistically significant （χ² =4.85， P = 0.0277）. FAS and SS analyses both showed that the difference in disappearance rate of sore throat between groups on 3-day treatment was not statistically significant （P＞0.05）. Compared with those before treatment， the VAS scores of sore throat were lower in both groups during treatment on day 2， 3， 4， 5， and follow-up on day 6 （P＜0.01）， but the difference between groups at each time point was not statistically significant （P＞0.05）. TCM syndrome scores of both groups at the follow-up were lower than that before treatment， and those of the trial group were lower than those of the control group （P＜0.01）. The cure rate and effective rate of TCM syndrome of the trial group were significantly higher than those of the control group （P＜0.01）. There was no significant difference in blood routine， urine routine， liver function， kidney function between groups before and after treatment （P＞0.05）， and no serious adverse events occured in both groups. ConclusionBairui Granules showed clinical effectiveness in the treatment of acute pharyngitis of wind-heat syndrome， and it could significantly improve the clinical symptoms， accelerate the disappearance time of sore throat with good safety.

Objective:To explore the application of 3D visualisation technology combined with perforator flap transfer in reconstruction of soft tissue defects in traumatic hand and foot injury and explore the clinical outcomes.Methods:Between January 2021 and February 2023, a retrospective analysis was conducted in the Department of Emergency of the Affiliated Hospital of Jiangsu University and the Department of Sports Medical of Wuxi No. 9 People's Hospital, on the data of 12 patients (13 flaps) who received surgery of 3D visualisation technology combined with perforator flap transfer for soft tissue defects left by traumatic hand and foot injuries. The patients were 7 males and 5 females aged 45 [36.5, 55.8] years old. Nine patients had the defects in hand and 3 in foot, with 3 in the left and 9 in the right. The sizes of defects ranged from 8.0 cm×6.0 cm to 18.0 cm×17.0 cm. The time from injury to surgery was 13.5 [8.3, 20.8] days. Preoperative CTA scans of donor and recipient sites were performed, and the imaging data were processed for 3D image reconstruction and visualisation. A total of 13 flaps were designed and harvested, including 10 free anterolateral thigh perforator flaps (ALTPFs) and 3 pedicled perforator flaps of fibular artery containing fibular nerve nutrient vessel chains. The flap sizes ranged from 9.0 cm×6.0 cm to 20.0 cm×15.0 cm. Five of the donor sites were directly closed by suture and 8 by skin grafting. Monthly outpatient follow-ups were conducted for the first 3 months after surgery, and then the follow-up reviews were conducted through visits of outpatient clinic or reviewed via WeChat interviews. Information about the outcomes of the transferred flaps, complications and function recovery were recorded on all patients.Results:All 13 flaps were successfully harvested and transferred with the assistance of 3D visualisation technology. Preoperative location of perforator vessels was accurate and flap design was reasonable. The 3D visualisation provided an effective guidance for surgical manipulation. Twelve flaps survived completely after surgery. One flap that had partial necrosis healed after skin grafting. All patients were included in more than 6 months of postoperative follow-up, with a mean follow-up duration of 8.1 months±1.7 months. All flaps had good colour and texture. Four flaps that had swollen appearance received secondary thinning surgery with satisfactory outcomes. The recovery of 9 patients with hand injury was evaluated according to the Blood Circulation Elauation of Severed Finger Replantation Evaluation Standard of Upper Limb Functional of Hand Surgery of Chinese Medical Association. At the final follow-up, the blood supply of flaps was excellent in 11 flaps and good in 2 flaps. Hand function was excellent in 2 hands, good in 4 hands and poor in 3 hands. Scores of American Orthopedic Foot and Ankle Societ(AOFAS) ankle-hindfoot was used for foot function evaluation and all 3 patients were in excellent. Of the postoperative complications, due to a haematoma beneath the flap, a local infection and a delayed fracture healing were occurred in 3 patients separately.Conclusion:The 3D visualisation technology assisted perforator flap transfer can achieve high-quality reconstruction of defects in hand and foot through precise preoperative flap design and simulated surgical incision, therefore it provides a better treatment outcomes for patients.

Objective:To explore the effect of acute exercise on the executive function in patients with atten-tion deficit hyperactivity disorder(ADHD),and to provide a theoretical basis for the exercise intervention of ADHD.Methods:Experimental studies on the effect of acute exercise on executive function in patients with ADHD published up to 21 April 2023 were searched from PubMed,Web of Science,Cochrane Library,Embase,CNKI,Wanfang,and other data platforms.Results:A total of 15 studies were included,and 515 patients with ADHD were included.The results of meta-analysis showed that a single exercise could improve inhibitory control(SMD=0.36,95％CI=0.17-0.55,P＜0.05)and cognitive flexibility(SMD=0.40,95％CI=0.10-0.69,P＜0.05)in pa-tients with ADHD.The results of subgroup analysis showed that in terms of the age of the participants,a single ex-ercise could only improve inhibitory control and cognitive flexibility in children and adolescents with ADHD(SMD=0.36,0.43,Ps＜0.05),but not in adult patients with ADHD(SMD=0.34,0.14,Ps＞0.05).In terms of exer-cise regimen,only a single exercise with moderate and high intensity,≤ 20 minutes,and open motor skills could simultaneously improve inhibitory control(SMD=0.47,0.51,0.47,Ps＜0.05)and cognitive flexibility(SMD=0.86,0.65,0.86,Ps＜0.05)in patients with ADHD.Conclusion:Acute exercise could improve inhibitory control and cognitive flexibility in children and adolescents with ADHD,but has no significant effect on working memory and executive function in adult patients.