Objective:To develop and validate a deep learning-based multimodal model integrating clinical and radiomic features for predicting acute kidney injury（AKI）risk after partial nephrectomy.Methods:A retrospective analysis was conducted on 416 patients who underwent partial nephrectomy at Zhongshan Hospital，Fudan University from January 2023 to January 2025. The cohort included 100 AKI patients［defined by a ≥ 25% reduction in postoperative evaluated glomerular filtration rate（eGFR）within 48 hours sustained for >24 hours］and 316 non-AKI patients（1∶3 ratio，randomly matched with 16 additional cases for redundancy）. Clinical and radiomic features were extracted from preoperative contrast-enhanced CT scans using PyRadiomics. Demographics included 259 males and 158 females，with a median age of 57（49，65）years，body mass index of（24.1 ± 3.3）kg/m2，preoperative eGFR of（88.5 ± 18.3）ml/（min·1.73 m2），postoperative eGFR（48-hour）of（76.0 ± 21.9）ml/（min·1.73 m2），Zhongshan Score（ZSscore）of 7.34 ± 2.01，and R.E.N.A.L. score of 7.50 ± 1.71. All tumors were T 1a stage. Patients were divided into training（n = 312）and test（n = 104）sets（3∶1 ratio）. A clinical model was constructed via multivariate logistic regression，while radiomic and combined（clinical + radiomic）models utilized an artificial neural network（ANN）with 1 input layer，5 hidden layers，1 output layer，and 10 5 training epochs. Model performance was evaluated by using receiver operating characteristic（ROC）curves and area under the curve（AUC），and was compared to the Martini model. Feature contributions were interpreted via SHapley Additive exPlanations（SHAP）. Results:In the test set，the results of multivariate logistic regression showed that patient’s weight，preoperative eGFR，R.E.N.A.L. score，surgical approach，and operation time were risk factors for AKI（ P < 0.05）. The AUC of the clinical feature prediction model constructed based on the above factors was 0.852（95% CI 0.775?0.929）. In the test set，the AUC of the Martini model was 0.725（95% CI 0.565?0.791）. The radiomic model，trained on 1 315 imaging features，achieved an AUC of 0.898（95% CI 0.804?0.993）with 94.2%（98/104）accuracy. The combined clinical and radiomic model，integrating 1 315 radiomic features and clinical features，demonstrated superior performance with an AUC of 0.946（95% CI 0.887?1.000）and 96.2%（100/104）accuracy，outperforming both the clinical model（ P = 0.03）and the Martini model（ P < 0.01）. SHAP analysis identified the top five predictors in the combined model：ZSscore（SHAP value：0.78），long-run low gray-level emphasis（SHAP value：0.61），run-length non-uniformity（SHAP value：0.58），size-zone non-uniformity（SHAP value：0.46），and gray-level co-occurrence matrix joint energy（SHAP value：0.36）. Conclusions:The deep learning-based multimodal model integrating clinical and radiomic features accurately predicts AKI risk after partial nephrectomy，offering a novel strategy for preoperative risk stratification and personalized intervention.

Objective:To explore the effect of the forward moving pelvic floor exercise program in urinary incontinence management among patients undergoing radical prostatectomy.Methods:From June 2022 to January 2024, 150 patients undergoing radical prostatectomy of the Urology Surgery Department, the First Affiliated Hospital of Zhengzhou University were selected using convenience sampling. Patients were randomly divided into an observation group and a control group, with 75 cases in each group. Control group received conventional perioperative management for prostate cancer, while observation group implemented a forward moving pelvic floor exercise program in addition to conventional management. The incidence of urinary incontinence, urinary control capabilities before and after intervention (including maximum urinary flow rate, average urinary flow rate, voided urine volume, and residual urine volume), and quality of life scores [evaluated using the Chinese version of the Incontinence Quality of Life Questionnaire (I-QOL) ] were compared between two groups of patients.Results:The incidence of urinary incontinence of observation group was lower than that of control group. Furthermore, patients with urinary incontinence in observation group exhibited significantly lower urine leakage volume and fewer episodes of urinary incontinence over 24 hours at one month postoperatively compared to control group, with statistically significant differences ( P<0.05). There were no statistically significant differences in maximum urinary flow rate, average urinary flow rate, voided urine volume, or residual urine volume between the two groups before intervention ( P>0.05). Following intervention, both groups demonstrated increased maximum urinary flow rate, average urinary flow rate, and voided urine volume compared to baseline, with observation group exhibiting higher values than control group ( P<0.05), and residual urine volume of both groups decreased compared to baseline, with observation group showing lower values than control group, these differences were statistically significant ( P<0.05). The difference in I-QOL scores between the two groups before intervention was not statistically significant ( P>0.05). Following intervention, I-QOL scores decreased in both groups, but observation group had higher score than control group, and the difference was statistically significant ( P<0.05) . Conclusions:The forward moving pelvic floor exercise program effectively reduces the incidence of urinary incontinence in patients undergoing radical prostatectomy, alleviates the severity of incontinence, and improves both urodynamic outcomes and quality of life.

Objective:To explore the effect of the forward moving pelvic floor exercise program in urinary incontinence management among patients undergoing radical prostatectomy.Methods:From June 2022 to January 2024, 150 patients undergoing radical prostatectomy of the Urology Surgery Department, the First Affiliated Hospital of Zhengzhou University were selected using convenience sampling. Patients were randomly divided into an observation group and a control group, with 75 cases in each group. Control group received conventional perioperative management for prostate cancer, while observation group implemented a forward moving pelvic floor exercise program in addition to conventional management. The incidence of urinary incontinence, urinary control capabilities before and after intervention (including maximum urinary flow rate, average urinary flow rate, voided urine volume, and residual urine volume), and quality of life scores [evaluated using the Chinese version of the Incontinence Quality of Life Questionnaire (I-QOL) ] were compared between two groups of patients.Results:The incidence of urinary incontinence of observation group was lower than that of control group. Furthermore, patients with urinary incontinence in observation group exhibited significantly lower urine leakage volume and fewer episodes of urinary incontinence over 24 hours at one month postoperatively compared to control group, with statistically significant differences ( P<0.05). There were no statistically significant differences in maximum urinary flow rate, average urinary flow rate, voided urine volume, or residual urine volume between the two groups before intervention ( P>0.05). Following intervention, both groups demonstrated increased maximum urinary flow rate, average urinary flow rate, and voided urine volume compared to baseline, with observation group exhibiting higher values than control group ( P<0.05), and residual urine volume of both groups decreased compared to baseline, with observation group showing lower values than control group, these differences were statistically significant ( P<0.05). The difference in I-QOL scores between the two groups before intervention was not statistically significant ( P>0.05). Following intervention, I-QOL scores decreased in both groups, but observation group had higher score than control group, and the difference was statistically significant ( P<0.05) . Conclusions:The forward moving pelvic floor exercise program effectively reduces the incidence of urinary incontinence in patients undergoing radical prostatectomy, alleviates the severity of incontinence, and improves both urodynamic outcomes and quality of life.

Objective:To develop and validate a deep learning-based multimodal model integrating clinical and radiomic features for predicting acute kidney injury（AKI）risk after partial nephrectomy.Methods:A retrospective analysis was conducted on 416 patients who underwent partial nephrectomy at Zhongshan Hospital，Fudan University from January 2023 to January 2025. The cohort included 100 AKI patients［defined by a ≥ 25% reduction in postoperative evaluated glomerular filtration rate（eGFR）within 48 hours sustained for >24 hours］and 316 non-AKI patients（1∶3 ratio，randomly matched with 16 additional cases for redundancy）. Clinical and radiomic features were extracted from preoperative contrast-enhanced CT scans using PyRadiomics. Demographics included 259 males and 158 females，with a median age of 57（49，65）years，body mass index of（24.1 ± 3.3）kg/m2，preoperative eGFR of（88.5 ± 18.3）ml/（min·1.73 m2），postoperative eGFR（48-hour）of（76.0 ± 21.9）ml/（min·1.73 m2），Zhongshan Score（ZSscore）of 7.34 ± 2.01，and R.E.N.A.L. score of 7.50 ± 1.71. All tumors were T 1a stage. Patients were divided into training（n = 312）and test（n = 104）sets（3∶1 ratio）. A clinical model was constructed via multivariate logistic regression，while radiomic and combined（clinical + radiomic）models utilized an artificial neural network（ANN）with 1 input layer，5 hidden layers，1 output layer，and 10 5 training epochs. Model performance was evaluated by using receiver operating characteristic（ROC）curves and area under the curve（AUC），and was compared to the Martini model. Feature contributions were interpreted via SHapley Additive exPlanations（SHAP）. Results:In the test set，the results of multivariate logistic regression showed that patient’s weight，preoperative eGFR，R.E.N.A.L. score，surgical approach，and operation time were risk factors for AKI（ P < 0.05）. The AUC of the clinical feature prediction model constructed based on the above factors was 0.852（95% CI 0.775?0.929）. In the test set，the AUC of the Martini model was 0.725（95% CI 0.565?0.791）. The radiomic model，trained on 1 315 imaging features，achieved an AUC of 0.898（95% CI 0.804?0.993）with 94.2%（98/104）accuracy. The combined clinical and radiomic model，integrating 1 315 radiomic features and clinical features，demonstrated superior performance with an AUC of 0.946（95% CI 0.887?1.000）and 96.2%（100/104）accuracy，outperforming both the clinical model（ P = 0.03）and the Martini model（ P < 0.01）. SHAP analysis identified the top five predictors in the combined model：ZSscore（SHAP value：0.78），long-run low gray-level emphasis（SHAP value：0.61），run-length non-uniformity（SHAP value：0.58），size-zone non-uniformity（SHAP value：0.46），and gray-level co-occurrence matrix joint energy（SHAP value：0.36）. Conclusions:The deep learning-based multimodal model integrating clinical and radiomic features accurately predicts AKI risk after partial nephrectomy，offering a novel strategy for preoperative risk stratification and personalized intervention.

Objective:To apply digital analysis to quantify hyperechogenicity of substantia nigra, and explore its clinical value for diagnosis of Parkinson′s disease (PD).Methods:The cross-sectional study included 652 PD patients (PD group) and 99 healthy controls (healthy control group) from November 2017 to October 2020 in Tongji Hospital of Tongji Medical College of Huazhong University of Science and Technology. All subjects underwent transcranial sonography. The diagnostic accuracy of substantia nigra hyperechogenicity using digital analysis was compared with that in a manual measurement in PD. Furthermore, the receiver operating characteristic (ROC) curve analysis was applied to explore its diagnosis value in PD.Results:There were 482 subjects including 400 in the PD group and 82 in the healthy control group, whose quantified results of substantia nigra hyperechogenicity could be used for analysis. The ROC analysis showed that the area under the curve of the quantified larger substantia nigra hyperechoic region detection for diagnosing PD was 0.858 (95% CI 0.805-0.910), the sensitivity was 87.8%, and the specificity was 73.2%, consistent with that of doctors (area under the curve: 0.884). Further more, among these PD patients, there was no correlation between larger substantia nigra hyperechogenicity and age, age of onset, course of disease, non-motor symptoms, and motor symptoms (all P>0.05). Conclusions:Digital analysis was used to quantify the changes in substantia nigra hyperechogenicity in this seudy. The results showed that diagnostic accuracy for PD based on digital analysis was consistent with that of experienced clinicians.

A 26-year-old male presented with tremor of bilateral shoulders and hands as the major symptom and also had cognitive and emotional abnormalities for more than 1 year, who was diagnosed as cerebral hepatolenticular degeneration (HLD) in Tongji Hospital of Huazhong University of Science and Technology in October 2021. The serum ceruloplasmin and urine copper levels of the patient were 0.023 g/L and 3760.00 μg/24 h, respectively, and the Kayser-Fleischer (K-F) ring was seen in the cornea. Genetic testing revealed a homozygous mutation of ATP7B gene c.2975C>T (p.Pro992Leu), while transcranial sonography (TCS) showed lenticular nucleus hyper-echogenicity. The literature was searched using hepatolenticular degeneration and transcranial sonography as key words; and 9 articles involving 150 HLD cases were obtained. The lenticular nucleus hyper-echogenicity was presented in 76.9% HLD patients (150/195), while only in 12.7% healthy subjects (17/134) ( P<0.001), suggesting that advanced transcranial sonography can detect the metal deposition and may be used for diagnosis of cerebral HLD.

Objective: To investigate the effect of skin soft tissue expansion on repair of large area of scars on extremities. Methods: Twenty-five patients with large area of scars on extremities were admitted to our department from June 2007 to October 2014. There were 14 males and 11 females, aged 4 to 36 years. Operations were performed under local infiltration anesthesia or general anesthesia. In the first stage, 1 to 5 cylindrical expanders with capacities of 250 to 600 mL were placed at left or right sides or at upper or lower parts of the scars. In the second stage, scars of 21 patients were repaired with expanded transverse propulsive and lateral flaps, and scars of 4 patients were repaired with expanded perforator flaps whose pedicles were perforators of brachial artery, superior ulnar collateral artery, or posterior interosseous artery according to areas and shapes of the scars. The secondary wound areas ranged from 13 cm×7 cm to 34 cm×18 cm after dissolution or excision of scars. The areas of flaps ranged from 13 cm×7 cm to 20 cm×12 cm. The donor sites were sutured directly. The flaps after operation and follow-up of patients were observed and recorded. Results: All expanded flaps survived after operation. And the superficial distal part of flap whose pedicle was perforator of posterior interosseous artery in one patient was with necrosis, and other flaps survived well. During follow-up of 3 to 15 months after operation of the second stage, color and texture of flaps were similar to surrounding skin, while extremities of donor sites were thinner and auxiliary incisional scars formed after expansion. Conclusions Expanded flap is a good way to repair large area of scar on extremities. Bilateral skin of scar is the first choice of donor site of expanded flap. If there isn′t enough skin for expanding on bilateral sides, expanded perforator flap designed at upper or lower part of the scar is another choice to repair the scar.

Objective: To investigate the therapeuctic effect of one-stage reconstruction of distal urethra with free graft of tublar oral mucosa. Methods: Two strips of oral mucosa graft( 0.4—0.6 cm in width), were harvested and sutured around an oiled silk roll to form mucosa tube. The mucosa tube was used to reconstruct distal urethra. Postoperative pressure dressing and earlier urination were recommended. Results: From May 2007 to October 2015, 16 cases with distal urethra defect or stenosis were treated with this method. The urethra defect was 2—4 cm in length. Urethral fistula happened in 3 patients. All the other 13 cases healed primarily. 10 cases were followed up for 1—5 years by telephone with normal function. Conclusions One-stage reconstruction with free graft of bulbar oral mucosa is suitable and reliable for distal urethra defect less than 4 cm in length.

Objective To investigate the application of the repeated expanded bilateral deltopectoral flap for resurfacing severe facial cervical scar, with review of relating articles to discuss issue of repeated expanding flap.Methods Nine patients suffered from hyperplastic facial and cervical scar.Two soft tissue expanders were implanted into the anterior chest region at both sides of sternum.The center of inner border of the expander was at the cross of second intercostal and parasternal line, and the lengthways axe of the expander was located at the ligature of the second intercostals and mammary areola.After two weeks when the expander was filled, expanded flap was transferred to cervical defect.The transferred flap was repeated expanded after half a year and transferred to resurface facial defect.Results In the first expansion stage, 600 or 800 ml expander were implanted in each side of sternum.In the second stage, 400 or 500 ml were used.The first stage of expanding process was smooth, and 2 of the expanding flaps were ruptured during the second expansion period.400-520 cm2 (average 440 cm2) additional expanded flap was acquired during two stages of expanding.Conclusions The repeated expanded bilateral deltopectoral flap gives us greater opportunity to repair severe facial-cervical scar.The best interval time of the two-stage expansion is over half a year.The speed of second expansion should be lower than that in the first stage, and protecting the expanding flap carefully from external force compression is needed during the second expasion.

OBJECTIVETo evaluate safety and immunogenicity of inactivated hepatitis A vaccine in HBsAg carriers and healthy children.

METHODSOne hundred and twenty-one healthy children and ten HBsAg carriers, aged 1-10 years HAV susceptible were enrolled in the study. The inactivated hepatitis A vaccine was produced by Tangshan Biogenetic Company. The dosage of the vaccine was 1000 U/Dosage and 500 U/Dosage. The vaccination schedule was six month apart for two injections. The serum anti-HAV level was detected with EIA at one month after first injection and at one and six month after the booster injection, respectively.

RESULTSThe anti-HAV appeared in all the children. One month after the booster injection, the serum anti-HAV level in children vaccinated 500 U/Dosage was 4684.9 mIU and 4535.6 mIU, respectively and in the children vaccinated 1000 U/Dosage, 5399.8 mIU and 7347.1 mIU, respectively. The anti-HAV level was not statistically different between the two groups of children. There was no adverse reaction after the vaccination. The anti-HAV level was still high one year after first injection.

CONCLUSIONSThe data indicated that the safety and immunogenicity of the domestic inactivated hepatitis A vaccine were excellent in both groups of children.

Child ; Child, Preschool ; Hepatitis A Antibodies ; blood ; Hepatitis A Vaccines ; immunology ; Hepatitis B Surface Antigens ; blood ; Humans ; Immunization ; Infant ; Vaccines, Inactivated ; immunology