[This corrects the article DOI: 10.1016/j.apsb.2022.05.019.].

OBJECTIVES: To evaluate the performance of a multi-constraint representation learning classification model for identifying ovarian cancer with missing laboratory indicators. METHODS: Tabular data with missing laboratory indicators were collected from 393 patients with ovarian cancer and 1951 control patients. The missing ovarian cancer laboratory indicator features were projected to the latent space to obtain a classification model using the representational learning classification model based on discriminative learning and mutual information coupled with feature projection significance score consistency and missing location estimation. The proposed constraint term was ablated experimentally to assess the feasibility and validity of the constraint term by accuracy, area under the ROC curve (AUC), sensitivity, and specificity. Cross-validation methods and accuracy, AUC, sensitivity and specificity were also used to evaluate the discriminative performance of this classification model in comparison with other interpolation methods for processing of the missing data. RESULTS: The results of the ablation experiments showed good compatibility among the constraints, and each constraint had good robustness. The cross-validation experiment showed that for identification of ovarian cancer with missing laboratory indicators, the AUC, accuracy, sensitivity and specificity of the proposed multi-constraints representation-based learning classification model was 0.915, 0.888, 0.774, and 0.910, respectively, and its AUC and sensitivity were superior to those of other interpolation methods. CONCLUSIONS The proposed model has excellent discriminatory ability with better performance than other missing data interpolation methods for identification of ovarian cancer with missing laboratory indicators.
Female ; Humans ; Ovarian Neoplasms/diagnosis* ; Machine Learning ; ROC Curve

Postoperative infection of internal fixation of closed fractures the lower limbs in adults represents a devastating complication, characterized by diagnostic challenges, prolonged treatment duration and high disability rates. Current management of these infections faces multiple challenges, such as difficulties in early accurate diagnosis, and various controversies about the treatment plan, leading to poor overall diagnosis and treatment results. To address these issues, based on evidence-based medicine and principles with emphasis on scientific rigor, clinical applicability and innovation, the Trauma Branch of the Chinese Medical Association, Orthopedic Branch of the Chinese Medical Doctor Association, Orthopedics Branch of the Chinese Medical Association, and Trauma Orthopedics and Polytrauma Group of the Resuscitation and Emergency Committee of the Chinese Medical Doctor Association have collaboratively organized a panel of relevant experts to develop the Guideline for diagnosis and treatment of infection after internal fixation of closed lower limb fractures in adults ( version 2025). The guideline proposed 10 recommendations, aiming to provide a foundation for standardized diagnosis and treatment of postoperative infection in adults with closed lower limb fractures.

Sacroiliac complex injuries are commonly seen in high-energy pelvic fractures. The injuries make a big difference in treatment patterns due to the diverse injury types, posing considerable challenges in formulating optimal treatment strategies, and hence are persistent clinical difficulties in orthopedic trauma. The clinical management of sacroiliac complex injuries presents several key challenges such as a non-negligible rate of missed diagnoses in associated vascular and visceral injuries, absence of standardized protocols for surgical approaches and reduction-fixation strategies across different injury patterns, and ongoing controversies regarding surgical indications and optimal timing for patients combined with concomitant lumbosacral plexus injuries. Currently, no systematic clinical guidelines are available for the diagnosis and treatment of sacroiliac complex injuries both domestically and internationally. To this end, the Pelvic and Acetabular Surgery Group, Orthopedic Branch, China International Exchange and Promotive Association for Medical and Health Care and Orthopedic Physician Branch, Chinese Medical Doctor Association organized a panel of domestic experts in the field to develop the Clinical guideline for the diagnosis and treatment of sacroiliac complex injuries ( version 2025), based on evidence-based medicine and adhering to the principles of scientific rigor, clinical applicability, and innovation. These guidelines provided 11 recommendations covering diagnosis, therapeutic principles and techniques, management protocols for lumbosacral plexus injuries, outcome evaluation, and postoperative rehabilitation pathways, etc., aiming to standardize the clinical management of sacroiliac complex injuries.

Postoperative infection of internal fixation of closed fractures the lower limbs in adults represents a devastating complication, characterized by diagnostic challenges, prolonged treatment duration and high disability rates. Current management of these infections faces multiple challenges, such as difficulties in early accurate diagnosis, and various controversies about the treatment plan, leading to poor overall diagnosis and treatment results. To address these issues, based on evidence-based medicine and principles with emphasis on scientific rigor, clinical applicability and innovation, the Trauma Branch of the Chinese Medical Association, Orthopedic Branch of the Chinese Medical Doctor Association, Orthopedics Branch of the Chinese Medical Association, and Trauma Orthopedics and Polytrauma Group of the Resuscitation and Emergency Committee of the Chinese Medical Doctor Association have collaboratively organized a panel of relevant experts to develop the Guideline for diagnosis and treatment of infection after internal fixation of closed lower limb fractures in adults ( version 2025). The guideline proposed 10 recommendations, aiming to provide a foundation for standardized diagnosis and treatment of postoperative infection in adults with closed lower limb fractures.

Sacroiliac complex injuries are commonly seen in high-energy pelvic fractures. The injuries make a big difference in treatment patterns due to the diverse injury types, posing considerable challenges in formulating optimal treatment strategies, and hence are persistent clinical difficulties in orthopedic trauma. The clinical management of sacroiliac complex injuries presents several key challenges such as a non-negligible rate of missed diagnoses in associated vascular and visceral injuries, absence of standardized protocols for surgical approaches and reduction-fixation strategies across different injury patterns, and ongoing controversies regarding surgical indications and optimal timing for patients combined with concomitant lumbosacral plexus injuries. Currently, no systematic clinical guidelines are available for the diagnosis and treatment of sacroiliac complex injuries both domestically and internationally. To this end, the Pelvic and Acetabular Surgery Group, Orthopedic Branch, China International Exchange and Promotive Association for Medical and Health Care and Orthopedic Physician Branch, Chinese Medical Doctor Association organized a panel of domestic experts in the field to develop the Clinical guideline for the diagnosis and treatment of sacroiliac complex injuries ( version 2025), based on evidence-based medicine and adhering to the principles of scientific rigor, clinical applicability, and innovation. These guidelines provided 11 recommendations covering diagnosis, therapeutic principles and techniques, management protocols for lumbosacral plexus injuries, outcome evaluation, and postoperative rehabilitation pathways, etc., aiming to standardize the clinical management of sacroiliac complex injuries.

Cassiae Semen is a substance with both edible and medicinal uses approved by the National Health Administration， and it is widely used in health food products in China. In this study， an information database of Cassiae Semen-based health food products was constructed， and the common patterns of functional claims， major raw materials， and dosage forms were analyzed. The Apriori algorithm and network method were used to analyze the association rules of high-frequency ingredients with the three major functional claims： Maintaining blood lipid （cholesterol/triglyceride） level， controlling fat， and relaxing bowel. Secondly， based on the positioning and regulatory requirements of health food and the recent research progress in Cassiae Semen， this paper analyzed the problems in technology review and product development from safety， function claim， and quality controllability. Finally， suggestions were put forward to promote the inheritance and carry forward China's traditional healthcare culture and the achievement of the Healthy China Initiative. These suggestions included classifying and optimizing the access management of health food， innovating the traditional healthcare function claims， and strengthening the quality system construction and information disclosure of post-marketing evaluation.

Objective:To investigate the application effect of the compound flap transfer in tubularized incised plate (TIP) urethroplasty.Methods:Children with hypospadias who received TIP in the Department of Pediatric Urology, the Affiliated Xuzhou Children’s Hospital of Xuzhou Medical University from January 2018 to March 2022 were prospectively divided into compound flap transfer group (group A) and traditional TIP group (group B) by random number method. Group A was treated with TIP modified by compound flap transfer, and group B was treated with traditional TIP covered with fascia.The improvement of the compound flap transfer for TIP operation is mainly reflected in the multi-layer cover of the new urethra and the free skin embedded in the incision of the penile head. According to the intention-to-treat (ITT) principle, the final full analysis set (FAS) includes both group A and group B. Some patients were excluded from the analysis of the primary endpoint events due to reasons such as loss to follow-up or treatment group switch. Additionally, the final per-protocol set (PPS) consisting of group A and group B, which adheres to the study protocol, is subjected to statistical analysis.Independent sample t-test or Wilcoxon rank sum test was used for average age, the width of the penile head, degree of chordee, length of neourethra, and operative time. The classification of hypospadias, proportion of dorsal tunica albuginea plication, and incidence of postoperative complications were compared using the Chi-square test or Fisher’s exact test, P < 0.05 was considered statistically significant. Results:According to ITT principles, 50 children were included in FAS group A, ranging in age from 8 months to 15 years and 2 months, with an average age of 4 years. Group B included 50 children, ranging in age from 10 months to 14 years and 9 months, with an average age of 4 years and 1 month. Thirty-seven children in PPS group A were included, ranging in age from 1 year 2 months to 12 years 1 month, with an average age of 4 years. Group B consisted of 41 children, ranging in age from 1 year 2 months to 11 years 9 months, with an average age of 4 years 2 months. Statistical analysis showed that no matter FAS set or PPS, there were no statistically significant differences in the mean age, hypospadias type, average penile head width, average penile subcurvature number, number of dorsal tunica albuginea plication, and the average length of plastic neourethra between group A and group B ( P > 0.05). The average operative time of group A was higher than that of group B. The difference was statistically significant ( P < 0.05). The postoperative follow-up was 3 to 48 months, with an average follow-up of 2 years and 3 months. The complication rate of group A was lower than that of group B [10.81% (4/37) vs 29.27% (12/41)], and the difference was statistically significant ( P< 0.05). Urethral fistula occurred in 3 cases (8.11%), respectively and 6 cases (14.63%) in the two groups, the difference was not statistically significant ( P>0.05); urethral stricture occurred in 1 case (2.70%) and 5 cases (12.20%) respectively, the difference was not statistically significant ( P>0.05), There were 0 case and 1 case (2.44%) of urethral orifice descending or urethral dehiscence respectively, and the difference was not statistically significant ( P> 0.05). Conclusion:TIP with an improved compound flap transfer can reduce the overall postoperative complication rate and is worthy of promotion.

Chronic refractory wound (CRW) is one of the most challengeable issues in clinic due to complex pathogenesis, long course of disease and poor prognosis. Experts need to conduct systematic summary for the diagnosis and treatment of CRW due to complex pathogenesis and poor prognosis, and standard guidelines for the diagnosis and treatment of CRW should be created. The Guideline forthe diagnosis and treatment of chronic refractory wounds in orthopedic trauma patients ( version 2023) was created by the expert group organized by the Chinese Association of Orthopedic Surgeons, Chinese Orthopedic Association, Chinese Society of Traumatology, and Trauma Orthopedics and Multiple Traumatology Group of Emergency Resuscitation Committee of Chinese Medical Doctor Association after the clinical problems were chosen based on demand-driven principles and principles of evidence-based medicine. The guideline systematically elaborated CRW from aspects of the epidemiology, diagnosis, treatment, postoperative management, complication prevention and comorbidity management, and rehabilitation and health education, and 9 recommendations were finally proposed to provide a reliable clinical reference for the diagnosis and treatment of CRW.

Advanced radiotherapy technology enables the dose to more accurately conform to the tumor target area of the patient, providing accurate treatment for the patient, but the gradient of the patient's radiation dose at the tumor edge is getting larger, which putting forward higher requirements for radiotherapy dose verification. The dose verification system software KylinRay-Dose4D can verify the patient's pre-treatment plan and the in vivo/on-line dose during the patient's treatment, providing important reference for the physicist to modify the radiotherapy plan and ensuring that the patient receives accurate treatment. This study introduces the overall design and key technologies of KylinRay-Dose4D, and tests the pre-treatment plan dose checking calculation and 2D/3D dose verification through clinical cases. The test results showed that the 2D/3D gamma pass rate (3 mm/3%) of KylinRay-Dose4D reconstructed dose compared with TPS plan dose and measured dose is larger than 95%, which indicating that the reconstructed dose of KylinRay-Dose4D meets the requirement of clinical application.
Humans ; Radiotherapy Dosage ; Radiotherapy Planning, Computer-Assisted/methods* ; Radiotherapy, Intensity-Modulated/methods* ; Software ; Neoplasms ; Phantoms, Imaging ; Radiometry/methods*