1.The accuracy of virtual surgical planning assisted management for L-shaped reduction malarplasty
Xiaoshuang SUN ; Han GE ; Qing ZHAO ; Heyou GAO ; Zihang ZHOU ; Bin YE ; Jihua LI
Chinese Journal of Plastic Surgery 2025;41(1):38-46
Objective:To evaluate the accuracy of L-shaped reduction malarplasty under the guidance of virtual surgical planning (VSP).Methods:The data of adult female patients who were diagnosed with zygomatic protrusion or hypertrophy at Department of Orthognathic and Temporo-mandibular Joint Surgery, West China Hospital of Stomatology, Sichuan University, from January 2018 to December 2020 were analyzed retrospectively. L-shaped reduction malarplasty with or without bone resection and with the mortice and tenon joint structure on the zygomatic arch was conducted either by digital procedures comprising VSP and three-dimensional printing titanium templates (digtal surgery group) or by conventional method (control group). The incidence of postoperative complications and the patient postoperative satisfaction [using a Likert scale with a score ranging from 1 to 5, representing very dissatisfied, dissatisfied, average, satisfied and very satisfied, satisfaction rate = (very satisfied + satisfied)/ total number of patients × 100%] were statistically analyzed in the two groups. The differences in the postoperative symmetry of the zygomatic complex between the digital group and the control group were analyzed by three-dimensional cephalometry. The accuracy of VSP in L-shaped reduction malarplasty was evaluated by comparing the preoperative design model with the actual postoperative model in the digital group. The statistical analyses were conducted using SPSS 24.0 software. The chi-square test was used in the comparison of surgical complications and patient satisfaction rates. The symmetry of bilateral landmarks in the three-dimensional direction between the two groups was evaluated using the independent t-test, and the pre- and post-operative measurements in the digital group were compared using paired t-test. Results:A total of 78 patients were included, with 36 in the digital group, aged (25.2±3.6) years, and 42 in the control group, aged (24.3±2.8) years. Satisfactory reduction of zygomatic protrusion or hypertrophy was recognized among all patients. Compared with the control group, the digital group had lower percentage of complications [25% (9/36) vs. 55% (23/42)] and higher postoperative satisfaction [78% (28/36) vs. 48% (20/42)], both of which were statistically significant (all P<0.01). Regarding the symmetry of bilateral zygomatic complexes, the average deviations of ΔZb (bottom point of zygoma) in the digital group in the horizontal, vertical, and sagittal directions [(1.05±0.24), (1.05±0.24), (1.00±0.88) mm] were significantly smaller than those in the control group [(2.03±0.58), (1.32±0.68), (1.47±0.47) mm], with statistically significant differences (all P<0.05). The bone segment movements of virtual plans and actual result in the digital surgery group were measured and showed no obvious difference for the inward movement [(5.42±0.98) mm vs. (5.33±0.93) mm] and the sagittal overlap [(4.87±1.21) mm vs. (4.77±1.32) mm] at the zygoma roots, along with the step length at the long-arm of the L-shaped osteotomy line [(2.43±1.11) mm vs. (2.39±0.89) mm] (all P>0.05). The mean differences of facial width and protrusion measurements between virtual simulations and actual result in the digital group ranged from (1.13±0.47) mm to (2.07±0.88) mm, with no significant differences( P>0.05). Meanwhile, the high resemblance between virtual plans and actual result was depicted via superimposition models, with a deviation controlled within ±0.5 mm. Conclusion:The application of VSP in reduction malarplasty significantly improved surgical accuracy and reduced difficulties in the operation, which would improve patients’ postoperative satisfaction.
2.Prediction of ischemic stroke incidence based on CNN-LSTM-Attention model
Jiaming Liu ; Xiao Zhou ; Fuyin Wang ; Xiao Sun ; Xiaoshuang Xia ; Xin Li
Acta Universitatis Medicinalis Anhui 2025;60(12):2353-2362
Objective:
To construct a deep learning model based on convolutional neural network(CNN)-long short term memory network(LSTM)-Attention to explore the correlation between meteorological and clinical factors and the incidence of ischemic stroke.
Methods:
A fusion model CNN-LSTM-Attention based on CNN, LSTM, and Attention was constructed by incorporating clinical data and meteorological data of ischemic stroke inpatients. The predictive performance of the model was evaluated by maximum prediction error and root mean square error(RMSE). The impact of different lag days on prediction performance was investigated by selecting lag periods ranging from 1 to 7 days.
Results:
In both short-term and long-term predictions, the CNN-LSTM-Attention fusion model(short-term: 1.5 and 0.6; long-term: 8.3 and 2.5) showed superior maximum prediction bias and RMSE compared to the LSTM model(short-term: 2.8 and 1.2; long-term: 19.5 and 5.5) and the CNN-LSTM model(short-term: 2.0 and 0.8; long-term: 11.2 and 3.3). After incorporating lag days, the maximum prediction deviation and RMSE for lags of 3 days(short-term: 0.7 and 0.4; long-term: 5.5 and 1.9) and 5 days(short-term: 0.8 and 0.3; long-term: 6.5 and 2.0) in both short-term and long-term forecasts were smaller than lags of 0 days(short-term: 1.5 and 0.6; long-term: 8.3 and 2.5). The maximum prediction deviation and RMSE in the short-term forecast were greater than lag 0 days for both lag 1 days(1.5 and 0.8) and lag 7 days(1.9 and 0.9). In the long-term forecast, the two indicators for lag 1 days(6.8 and 2.4) were lower than those for lag 0 days but higher than those for lag 3 days and 5 days. The maximum prediction deviation for lag 7 days(7.5) was lower than that for lag 0 days, but the RMSE(2.7) is higher than that for lag 0 days.
Conclusion
The established CNN-LSTM-Attention model demonstrates significant predictive value for the onset of ischemic stroke and can provide reference for the rational allocation of medical resources.
3.Best evidence summary for prevention and management of high-output ileostomy
Qing ZHANG ; Haiyan HU ; Xin YIN ; Xiaoshuang ZHAO ; Yuting XU ; Tingting HE ; Jianan SUN
Chinese Journal of Practical Nursing 2025;41(29):2301-2307
Objective:To retrieve, appraise and synthesize evidence regarding the prevention and management of high-output ileostomy in post-enterostomy patients, thereby providing a scientific reference for clinical practice.Methods:A computerized search was conducted, systematically exploring national and international databases, as well as the websites of pertinent associations, to gather evidence relevant to the topic. The literature types included clinical decision-making, evidence summaries, guidelines, expert consensus, and systematic reviews. The search timeframe was established from the date of database construction until 23 August 2024. The methodological quality assessment of the literature, along with the extraction and synthesis of the evidence, was performed by two independent researchers utilizing established criteria and adhering to rigorous standards.Results:A total of 13 papers were included in the review, comprising one clinical decision, four guidelines, and eight systematic reviews. Eighteen pieces of best evidence were distilled and summarized across six key areas: diagnosis and risk identification, fluid/diet/nutrition management, medication administration, skin management, monitoring and health education, and follow-up care.Conclusions:The clinical practice rationale for the prevention and management of high-output ileostomy in post-enterostomy patients, when summarized, would offer scientific and effective evidence-based support for practice changes by clinical care staff. The practical application and translation of this evidence should thoroughly consider the nuances of clinical practice in China, as well as individual patient differences, to ensure the effective implementation of the best evidence for maximizing patient benefit.
4.Summary of best evidence for prevention and management of enteral nutrition intolerance in postoperative patients with gastric cancer
Qiang ZHOU ; Xiaoshuang ZHANG ; Lin SUN ; Xi WANG ; Jiacheng WANG ; Li YUAN ; Haonan FANG
Chinese Journal of Modern Nursing 2025;31(23):3117-3125
Objective:To identify and synthesize the best available evidence for the prevention and management of enteral nutrition intolerance in postoperative patients with gastric cancer.Methods:Following the hierarchical structure of the "6S Evidence Resource Pyramid" model, evidence was systematically retrieved from evidence-based databases, clinical guidelines and professional societies' websites, and comprehensive literature databases. Studies related to the prevention and management of enteral nutrition intolerance in postoperative gastric cancer patients were screened. Two researchers, both trained in evidence-based nursing, independently conducted quality appraisal, evidence extraction, and integration. The search covered literature published from database inception to February 25, 2025.Results:A total of 23 studies were included, comprising 2 clinical guidelines, 1 evidence summary, 2 systematic reviews, 4 expert consensuses, 9 randomized controlled trials, 1 quasi-experimental study, 1 cohort study, 2 analytical cross-sectional studies, and 1 case-control study. Based on 6 key aspects (including preparation by Medical staff before surgery, postoperative patient assessment, formulation of feeding, rehabilitation exercises, traditional Chinese medicine interventions, and management of enteral nutrition intolerance), a total of 26 best evidence recommendations were summarized.Conclusions:The evidence summarized in this study provides an evidence-based foundation for clinical medical staff, contributing to the reduction of enteral nutrition intolerance in postoperative patients with gastric cancer.
5.The accuracy of virtual surgical planning assisted management for L-shaped reduction malarplasty
Xiaoshuang SUN ; Han GE ; Qing ZHAO ; Heyou GAO ; Zihang ZHOU ; Bin YE ; Jihua LI
Chinese Journal of Plastic Surgery 2025;41(1):38-46
Objective:To evaluate the accuracy of L-shaped reduction malarplasty under the guidance of virtual surgical planning (VSP).Methods:The data of adult female patients who were diagnosed with zygomatic protrusion or hypertrophy at Department of Orthognathic and Temporo-mandibular Joint Surgery, West China Hospital of Stomatology, Sichuan University, from January 2018 to December 2020 were analyzed retrospectively. L-shaped reduction malarplasty with or without bone resection and with the mortice and tenon joint structure on the zygomatic arch was conducted either by digital procedures comprising VSP and three-dimensional printing titanium templates (digtal surgery group) or by conventional method (control group). The incidence of postoperative complications and the patient postoperative satisfaction [using a Likert scale with a score ranging from 1 to 5, representing very dissatisfied, dissatisfied, average, satisfied and very satisfied, satisfaction rate = (very satisfied + satisfied)/ total number of patients × 100%] were statistically analyzed in the two groups. The differences in the postoperative symmetry of the zygomatic complex between the digital group and the control group were analyzed by three-dimensional cephalometry. The accuracy of VSP in L-shaped reduction malarplasty was evaluated by comparing the preoperative design model with the actual postoperative model in the digital group. The statistical analyses were conducted using SPSS 24.0 software. The chi-square test was used in the comparison of surgical complications and patient satisfaction rates. The symmetry of bilateral landmarks in the three-dimensional direction between the two groups was evaluated using the independent t-test, and the pre- and post-operative measurements in the digital group were compared using paired t-test. Results:A total of 78 patients were included, with 36 in the digital group, aged (25.2±3.6) years, and 42 in the control group, aged (24.3±2.8) years. Satisfactory reduction of zygomatic protrusion or hypertrophy was recognized among all patients. Compared with the control group, the digital group had lower percentage of complications [25% (9/36) vs. 55% (23/42)] and higher postoperative satisfaction [78% (28/36) vs. 48% (20/42)], both of which were statistically significant (all P<0.01). Regarding the symmetry of bilateral zygomatic complexes, the average deviations of ΔZb (bottom point of zygoma) in the digital group in the horizontal, vertical, and sagittal directions [(1.05±0.24), (1.05±0.24), (1.00±0.88) mm] were significantly smaller than those in the control group [(2.03±0.58), (1.32±0.68), (1.47±0.47) mm], with statistically significant differences (all P<0.05). The bone segment movements of virtual plans and actual result in the digital surgery group were measured and showed no obvious difference for the inward movement [(5.42±0.98) mm vs. (5.33±0.93) mm] and the sagittal overlap [(4.87±1.21) mm vs. (4.77±1.32) mm] at the zygoma roots, along with the step length at the long-arm of the L-shaped osteotomy line [(2.43±1.11) mm vs. (2.39±0.89) mm] (all P>0.05). The mean differences of facial width and protrusion measurements between virtual simulations and actual result in the digital group ranged from (1.13±0.47) mm to (2.07±0.88) mm, with no significant differences( P>0.05). Meanwhile, the high resemblance between virtual plans and actual result was depicted via superimposition models, with a deviation controlled within ±0.5 mm. Conclusion:The application of VSP in reduction malarplasty significantly improved surgical accuracy and reduced difficulties in the operation, which would improve patients’ postoperative satisfaction.
6.Best evidence summary for prevention and management of high-output ileostomy
Qing ZHANG ; Haiyan HU ; Xin YIN ; Xiaoshuang ZHAO ; Yuting XU ; Tingting HE ; Jianan SUN
Chinese Journal of Practical Nursing 2025;41(29):2301-2307
Objective:To retrieve, appraise and synthesize evidence regarding the prevention and management of high-output ileostomy in post-enterostomy patients, thereby providing a scientific reference for clinical practice.Methods:A computerized search was conducted, systematically exploring national and international databases, as well as the websites of pertinent associations, to gather evidence relevant to the topic. The literature types included clinical decision-making, evidence summaries, guidelines, expert consensus, and systematic reviews. The search timeframe was established from the date of database construction until 23 August 2024. The methodological quality assessment of the literature, along with the extraction and synthesis of the evidence, was performed by two independent researchers utilizing established criteria and adhering to rigorous standards.Results:A total of 13 papers were included in the review, comprising one clinical decision, four guidelines, and eight systematic reviews. Eighteen pieces of best evidence were distilled and summarized across six key areas: diagnosis and risk identification, fluid/diet/nutrition management, medication administration, skin management, monitoring and health education, and follow-up care.Conclusions:The clinical practice rationale for the prevention and management of high-output ileostomy in post-enterostomy patients, when summarized, would offer scientific and effective evidence-based support for practice changes by clinical care staff. The practical application and translation of this evidence should thoroughly consider the nuances of clinical practice in China, as well as individual patient differences, to ensure the effective implementation of the best evidence for maximizing patient benefit.
7.Summary of best evidence for prevention and management of enteral nutrition intolerance in postoperative patients with gastric cancer
Qiang ZHOU ; Xiaoshuang ZHANG ; Lin SUN ; Xi WANG ; Jiacheng WANG ; Li YUAN ; Haonan FANG
Chinese Journal of Modern Nursing 2025;31(23):3117-3125
Objective:To identify and synthesize the best available evidence for the prevention and management of enteral nutrition intolerance in postoperative patients with gastric cancer.Methods:Following the hierarchical structure of the "6S Evidence Resource Pyramid" model, evidence was systematically retrieved from evidence-based databases, clinical guidelines and professional societies' websites, and comprehensive literature databases. Studies related to the prevention and management of enteral nutrition intolerance in postoperative gastric cancer patients were screened. Two researchers, both trained in evidence-based nursing, independently conducted quality appraisal, evidence extraction, and integration. The search covered literature published from database inception to February 25, 2025.Results:A total of 23 studies were included, comprising 2 clinical guidelines, 1 evidence summary, 2 systematic reviews, 4 expert consensuses, 9 randomized controlled trials, 1 quasi-experimental study, 1 cohort study, 2 analytical cross-sectional studies, and 1 case-control study. Based on 6 key aspects (including preparation by Medical staff before surgery, postoperative patient assessment, formulation of feeding, rehabilitation exercises, traditional Chinese medicine interventions, and management of enteral nutrition intolerance), a total of 26 best evidence recommendations were summarized.Conclusions:The evidence summarized in this study provides an evidence-based foundation for clinical medical staff, contributing to the reduction of enteral nutrition intolerance in postoperative patients with gastric cancer.
8.Summary of best evidence for enteral nutrition management in children with prone position ventilation
Dan ZHANG ; Lili HU ; Hairui SUN ; Ruixin GUAN ; Baorong ZHANG ; Xiaoshuang ZHAO
Chinese Journal of Modern Nursing 2024;30(22):2971-2977
Objective:To retrieve, evaluate, and integrate the best evidence for enteral nutrition management in children with prone position ventilation, providing a basis for constructing clinical nursing practice programs for enteral nutrition management in children with prone position ventilation.Methods:Evidence on the management of enteral nutrition in children with prone position ventilation, including clinical decisions, guidelines, expert consensus, systematic reviews, and original studies, was electronically retrieved on UpToDate, BMJ Best Practice, Joanna Briggs Institute Evidence-Based Health Care Center Database in Australia, Cochrane Library, CINAHL, PubMed, Web of Science, China National Knowledge Infrastructure, WanFang Data, Chinese Medical Journal Full-text Database, China Biology Medicine disc, Medlive, Guidelines International Network, National Institute for Health and Clinical Excellence, European Society for Parenteral and Enteral Nutrition, American Society for Parenteral and Enteral Nutrition and British Dietetic Association. The search period was from the establishment of the database until June 30, 2023. Two researchers independently screened literature, and extracted and summarized evidence from literature that met quality standards.Results:A total of 17 articles were included, including three clinical decisions, 7 guidelines, three expert consensus, two systematic reviews, one cross-sectional study, and one cohort study. Twenty-six pieces of evidence were summarized from 7 themes of preparation before prone position operation, post operation organization, timing of enteral nutrition restart in prone position, management of prone position, selection of feeding methods, management of feeding intolerance, and prevention of aspiration.Conclusions:The best evidence for enteral nutrition management in children with prone position ventilation covers the entire process of enteral nutrition management in prone position children, with strong guidance and operability, which can provide a basis for enteral nutrition management in children with prone position ventilation. Medical and nursing staff should further refine evidence-based nursing practice programs based on the characteristics of children of different age groups, standardize the operation process of enteral nutrition in children with prone position ventilation, ensure the target feeding amount, and reduce the occurrence of complications.
9.The surgical results and accuracy evaluation of virtual surgical planning in segmental Le FortⅠ surgery
Yiyuan WEI ; Xiaoshuang SUN ; Qing ZHAO ; Yifan WU ; Han GE ; Bin YE ; Jihua LI
Chinese Journal of Plastic Surgery 2024;40(3):264-272
Objective:In this retrospective study, the accuracy and outcomes of segmental Le Fort I surgery with the aid of 3D-printed surgical templates and occlusal splints and dental model surgery were evaluated.Methods:Clinical data of patients receiving segmental Le Fort I surgery in the Department of Orthognathic and Temporo-Mandibular Joint Surgery of West China Stomatological Hospital of Sichuan University from January 2014 to June 2019 were retrospectively analyzed. The accuracy of virtual surgical planning(VSP) and the difference between VSP and dental model surgery were evaluated by postoperative complications, color distance maps, and quantitative accuracy analysis.The amount of surgical displacement of the maxilla in the three-dimensional direction before and after surgery, the occurrence of postoperative complications and the patients'satisfaction survey were analyzed in both groups. Paired t-tests were used for the linear distance and angle between the preoperative design model and the final virtual surgery model in the digital surgery group. Independent samples t-test was used for each marker point’s preoperative and postoperative displacements in the three-dimensional direction between the digital surgery group and the dental model group. The proportion of postoperative complications in the 2 groups was tested using the Pearson chi-square test, and the difference was considered statistically significant at P<0.05. Results:There were 129 patients in the digital surgery group, 35 males and 94 females, aged (24.5±6.5) years, and 92 patients in the dental model surgery group, 28 males and 64 females, aged (27.7±5.4) years.The overall mean linear difference was 1.23±0.35 mm, and the overall mean angular difference was 2.48°±0.31°. The vertical displacement of U3R, U6L in the digital surgery group was (6.72±1.57)mm and (4.73±2.07)mm. The vertical displacement of U3R, U6L in the group of dental model surgery was (4.07±2.14)mm and (1.62±1.82)mm.The significant deviation difference in U3R-Y and U6L-Y between two groups could be detected. The complications in two groups showed a significant difference. Except for one case of root injury, there was no serious complication recorded in the digital surgery group. However, there were three cases of palatal fistulas, four cases of root injury and two cases of bone dehiscence in the dental model group. 94.5% of patients in the digital surgery group are satisfied with the surgical results, while 89.1% in the dental model group.Conclusion:Compared with dental model surgery, segmental Le Fort I surgery is highly accurate under the guidance of surgical templates and occlusal splint which has better postoperative results and effectively reduces the occurrence of surgical complications.
10.The association between the zygomatic change and bone setback or resection in L-shaped reduction malarplasty
Qing ZHAO ; Yumo WANG ; Yiyuan WEI ; Xiaoshuang SUN ; Yifan WU ; Zihang ZHOU ; Jihua LI
Chinese Journal of Plastic Surgery 2024;40(10):1041-1048
Objective:To analyze the association between zygomatic change and bone setback or resection and propose a quantitative guidance for L-shaped reduction malarplasty by linear regression analysis based on computed tomographic (CT) scan images.Methods:A retrospective observational study was conducted on patients who underwent L-shaped reduction malarplasty with mortice and tenon joint at the zygomatic arch in Department of Orthognathic and Temporomandibular Joint Surgery, West China Hospital of Stomatology, Sichuan University from January 2017 to September 2022. Bone setback and resection were performed in cases required a classical L-shaped osteoectomy with oblique bone resection (Group Ⅰ). Bone setback was performed in cases required a modified L-shaped osteotomy without bone resection (Group Ⅱ). Wound healing and the occurrence of complications were followed up after operation. The amount of bone setback and resection were calculated by using preoperative and postoperative CT scan images. The unilateral width changes of the anterior, middle, and posterior zygomatic regions(ΔZBP-MFP, ΔZMP-MFP, ΔZAP-MFP, respectively) as well as zygomatic protrusion change(Δzygomatic protrusion) were also evaluated. SPSS 20.0 software was used for statistical analysis. The measurement data was expressed as Mean±SD. Zygomatic width and protrusion change of the two groups was compared by independent t-test. Comparison of complication rates between the two groups was performed using the χ2 test. Correlation analysis using Pearson correlation coefficients was performed between bone resection or setback and zygomatic width or protrusion change. Linear regression analysis was also performed. Results:A total of 80 patients were enrolled. Group Ⅰ consisted of 40 patients [6 males and 34 females; aged (25.2±3.8) years, ranging from 19 to 33 years] who underwent a classical L-shaped osteotomy with both bone setback and resection, while Group Ⅱ consisted of 40 patients [10 males and 30 females; aged (26.0±3.0) years, ranging from 20 to 35 years] who underwent a modified L-shaped osteotomy with bone setback but without bone resection. All patients healed uneventfully during the follow-up period[(12.5±3.3) months, ranging from 5 to 20 months]. There was no significant difference in the incidence of complications such as infection, transient paresthesia, severe swelling and hematoma between the two groups ( P>0.05). No severe complications, such as facial asymmetry, sagging cheek, bone nonunion, were observed. All patients significantly improved facial contours. There was a statistically significant difference (all P<0.01) in ΔZBP-MFP [ (2.52±0.76) mm vs. (1.85±0.40) mm], ΔZMP-MFP [ (3.30±0.54) mm vs. (2.94±0.51) mm] and Δzygomatic protrusion [ (4.42±1.20) mm vs. (3.59±0.84) mm] between Group Ⅰ and Group Ⅱ. No statistical difference was found in ΔZAP-MFP ( P>0.05). Significant correlation was observed between the bone setback or resection and the changes of anterior, middle zygomatic width as well as protrusion in both the two groups ( r=0.60-0.92, all P<0.01), and the linear regression equation was established. The correlation between bone setback or resection and the posterior zygomatic width change was not significant ( P>0.05). Conclusion:There are linear correlations between the unilateral anterior, middle zygomatic width change, zygomatic protrusion change and the unilateral bone setback or resection. The linear regression equations can be used as a quantitative guidance for preoperative surgical planning.


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