Prostate cancer (PCa) ranks as the second most prevalent malignancy among men worldwide. Early diagnosis, personalized treatment, and prognosis prediction of PCa play a crucial role in improving patients' survival rates. The advancement of artificial intelligence (AI), particularly the utilization of deep learning (DL) algorithms, has brought about substantial progress in assisting the diagnosis, treatment, and prognosis prediction of PCa. The introduction of the foundation model has revolutionized the application of AI in medical treatment and facilitated its integration into clinical practice. This review emphasizes the clinical application of AI in PCa by discussing recent advancements from both pathological and imaging perspectives. Furthermore, it explores the current challenges faced by AI in clinical applications while also considering future developments, aiming to provide a valuable point of reference for the integration of AI and clinical applications.
Humans ; Prostatic Neoplasms/diagnosis* ; Male ; Artificial Intelligence ; Deep Learning ; Prognosis

OBJECTIVE: To compare the short-term clinical outcomes and radiographic results of robotic-assisted total knee arthroplasty (RATKA) using the ROSA robot with those of traditional total knee arthroplasty (TKA). METHODS: A retrospective analysis was conducted on 55 patients who underwent unilateral TKA due to end-stage knee osteoarthritis(KOA), defined as Kellgren-Lawrence grade Ⅲ or Ⅳ, between June 2024 and December 2024. The patients were divided into two groups based on the surgical approach:the RATKA group and the conventional TKA group. The RATKA group included 25 patients, consisting of 6 males and 19 females, aged from 46 to 84 years old with a mean of ( 65.20±1.93 ) years old. Among them, 11 cases involved the left knee and 14 cases involved the right knee. The traditional TKA group included 30 patients, consisting of 5 males and 25 females, aged from 57 to 85 years old with an average of (68.73±1.36) years old. Among them, 13 cases involved the left knee and 17 cases involved the right knee. Operation time, total perioperative blood loss, and postoperative complications were compared between the two groups. Radiographic evaluation included preoperative and postoperative hip-knee-ankle (HKA) angle, and postoperative lateral tibial component angle (LTC), frontal femoral component angle (FFC), sagittal lateral femoral component angle(LFC), and frontal tibial component (FTC), for the assessment of lower extremity mechanical axis and prosthesis position. The American Knee Society score(KSS), visual analogue scale(VAS) for pain, and range of motion (ROM) of the knee joint preoperatively and postoperatively were compared between the two groups to evaluate the short-term clinical efficacy. RESULTS: All surgeries in both groups were successfully completed without intraoperative vascular or nerve injury. Primary wound healing (GradeⅠ) was achieved in all cases, and no infection occurred during follow-up. A total of 55 patients completed the follow-up, with a follow-up duration ranging from 3 to 6 months with a mean of (4.0±1.1) months. The average operation time was (106.56±9.70) minutes in the RATKA group and (90.10±10.97) minutes in the traditional TKA group, with a statistically significant difference between the two groups (P<0.05). However, there was no statistically significant difference in the total perioperative blood loss between the two groups(P>0.05). Postoperative X-ray examinations showed that the prosthesis was well-positioned in all patients of both groups, with no signs of prosthesis loosening or dislocation. On the 1st day postoperatively, the HKA and FFC angle in the RATKA group were (179.25±2.50)° and (89.24±1.58)°, while those in the traditional TKA group were (177.68±2.73)° and (88.25±1.91)°, both showing statistically significant differences(P<0.05). In contrast, there were no statistically significant differences in the FTC, LTC, or LFC angles between the two groups(P>0.05). At 1 month and 3 months postoperatively, the ROM values were (110.68±4.92)° and (117.28±4.91)° in the RATKA group, and (106.25±6.89)° and (113.43±7.91)° in the traditional TKA group, both showing statistically significant difference(P<0.05). Nevertheless, there were no statistically significant differences in the VAS (both at rest and during movement) or KSS between the two groups at 1 month and 3 months postoperatively(P>0.05). Compared with the preoperative data, both groups showed significant improvements in the HKA angle, VAS(at rest and during movement), knee ROM, and KSS (both clinical and functional scores) postoperatively, with statistically significant differences(P<0.05). CONCLUSION Compared to traditional TKA, ROSA robotic system-assisted TKA in patients with severe knee osteoarthritis achieved superior accuracy in prosthesis positioning and lower limb mechanical axis restoration, showing satisfactory clinical outcomes. Although short-term outcomes are favorable, long-term clinical efficacy requires further investigation.
Humans ; Male ; Female ; Arthroplasty, Replacement, Knee/methods* ; Aged ; Middle Aged ; Aged, 80 and over ; Robotic Surgical Procedures/methods* ; Retrospective Studies ; Osteoarthritis, Knee/surgery* ; Treatment Outcome ; Knee Joint/physiopathology*

Cemental tear is a rare and indetectable condition unless obvious clinical signs present with the involvement of surrounding periodontal and periapical tissues. Due to its clinical manifestations similar to common dental issues, such as vertical root fracture, primary endodontic diseases, and periodontal diseases, as well as the low awareness of cemental tear for clinicians, misdiagnosis often occurs. The critical principle for cemental tear treatment is to remove torn fragments, and overlooking fragments leads to futile therapy, which could deteriorate the conditions of the affected teeth. Therefore, accurate diagnosis and subsequent appropriate interventions are vital for managing cemental tear. Novel diagnostic tools, including cone-beam computed tomography (CBCT), microscopes, and enamel matrix derivatives, have improved early detection and management, enhancing tooth retention. The implementation of standardized diagnostic criteria and treatment protocols, combined with improved clinical awareness among dental professionals, serves to mitigate risks of diagnostic errors and suboptimal therapeutic interventions. This expert consensus reviewed the epidemiology, pathogenesis, potential predisposing factors, clinical manifestations, diagnosis, differential diagnosis, treatment, and prognosis of cemental tear, aiming to provide a clinical guideline and facilitate clinicians to have a better understanding of cemental tear.
Humans ; Dental Cementum/injuries* ; Consensus ; Diagnosis, Differential ; Cone-Beam Computed Tomography ; Tooth Fractures/therapy*

Objective To compare the early effects on pelvic floor function of three modes of labor:natural delivery,cesarean section and forceps-assisted delivery.Methods Fifty-eight cases of women who underwent transperineal three-dimensional pelvic floor ultrasonography at 6 weeks postpartum at Obstetrics and Gynecology Hospital,Fudan University from Jan 2019 to Jan 2020 were collected and divided into three groups:the natural birth group(n=22),cesarean section group(n=9),and forceps group(n=27).General data such as age,parity,birth order,neonatal weight,and pelvic floor ultrasonography findings were collected.Results The differences in age,gestational week at delivery,newborn weight and number of pregnancies among the three groups were not statistically significant.In pelvic floor ultrasonography,it was found that in the resting state,the cervix had a smaller vertical distance from the inferior border of the pubic symphysis and a smaller posterior vesicourethral angle in the forceps group compared with the cesarean section group.In the forceps group,the angle of urethral inclination was greater,and the area of the anorectal hiatus was smaller in the resting state compared with the natural birth group and cesarean section group.In the Valsalva state,the vertical distance of the bladder neck and the cervix from the lower edge of the pubic symphysis were smaller in the forceps group compared with the natural birth group and cesarean section group.In the transition from resting to Valsalva state,the angle of rotation of the urethra was greater in the natural birth group and the forceps group than in the cesarean section group.Cervical mobility and recto-pubic abdominal mobility were greater in the forceps group compared to the natural birth group and the cesarean section group.All these differences were statistically significant(P<0.05).Conclusion In the early stage of labor,forceps-assisted delivery had a greater effect on the displacement of pelvic floor organs than natural labour and cesarean section.

Objective:To investigate the enrollment scale and distribution of Master's Degree in Pediatrics programs in China, and to provide a reference for promoting pediatric education and disciplinary development.Methods:Data on colleges and universities authorized to award Master's Degree in Pediatrics in 2023 were collected, sorted, and analyzed for the number, structure, distribution, and enrollment scale and direction of these institutions using descriptive statistics.Results:Among the 117 clinical medicine academic master's degree programs in China, 72 enroll pediatric academic master's degree candidates, with an enrollment of 260 students. Among the 120 master's degree programs in clinical medicine, 104 enroll professional master's degree candidates, enrolling 1 195 students. Enrollment is mainly concentrated in East China, "non-double first-class" colleges and universities, medical colleges and universities with subject level B, and enrollment is carried out in the direction of secondary disciplines.Conclusions:The number of colleges and universities authorized to award Master's Degree in Pediatrics was small, and the distribution of these colleges and universities was unbalanced. The enrollment scale was small and the orientation of Professional Master's Degree was not reasonable. Some colleges and universities were authorized to award Master's Degree in Pediatrics, but did not enroll any students. It is suggested to increase the number of colleges and universities authorized to award Master's Degree in Pediatrics and strengthen the staffing of pediatric departments. The aim is to expand the enrollment scale of candidates for Master's Degree in Pediatrics, improving the differential training of candidates for Academic Master's Degree and Professional Master's Degree, and attach importance to the construction of pediatrics.

Objective:To evaluate the effect of venous excess ultrasound score (VExUS Score) in the acute kidney injury(AKI) in Patients with sepsis, so as to reduce the risk of disease and improve the prognosis of patients.Methods:This experiment was a single-center prospective cohort study. Include septic patients with AKI who were admitted to the Department of Emergency Intensive Care Unit of the First Affiliated Hospital of Anhui Medical University from February 2022 to February 2023, Those with inadequate window, inferior vena cava (IVC) thrombus, age<18 years and known case of cirrhosis with portal hypertension were excluded from the study. Patients underwent ultrasound examination with serial determination till AKI resolved or patient is initiated on dialysis.Results:Totally 86 patients were enrolled for the study. The mean age was (60.43±15.48) with 50 (58.1%) males. Mean sequential organ failure assessment (SOFA) score was (6.23±1.87). 38 patients (44.2%) were in AKI stage 1, while 24 patients (27.9%) were in AKI stage 2 and stage 3 each. 52 patients (60.5%) had VExUS grade Ⅲ. Resolution of AKI injury showed significant correlation with improvement in VExUS grade ( p value 0.003). Similarly, there was significant association between changes in VExUS grade and fluid balance ( p value 0.005). There was no correlation between central venous pressure (CVP), left ventricular function, and right ventricular function with change in VExUS grade. Conclusions:The study shows a significant correlation between the VExUS Score and AKI staging, With improvement in kidney function, there is decline in the VExUS grade as well. Moreover VExUS Score might reliably demonstrate venous congestion and aid in the clinical decision to perform fluid removal.

Objective This paper aims to investigate the application of intraoral scanning and cone beam computed tomography(CBCT)registration implant robot in dental implant surgery.Methods The data of 40 cases with dental de-fect of robot-assisted implantation from November 2023 to May 2024 were retrospectively analyzed.Before the opera-tion,the intraoral scan data and CBCT data of the posi-tioning markers were automatically fused with the initial CBCT images,and the registration error was calculated.The average registration error of positioning markers was determined during the operation,and the implantation ac-curacy was analyzed after the operation.Results The intraoral scan data and CBCT data of 40 patients with dental defect wearing positioning markers were successfully registered with the initial CBCT image,and the registration errors were(0.157±0.026)mm and(0.154±0.033)mm,respectively.Statistical analysis showed no statistical significance between them.The registration errors of the marker was(0.037 3±0.003 6)mm.A total of 55 implants were performed,and the total deviations of the implant point and the apical point were(0.78±0.41)and(0.89±0.28)mm,respectively.The transverse deviations of the implant point and the apical point were(0.44±0.36)and(0.58±0.25)mm,respectively.The depth deviations of the implant point and the apical point were(0.51±0.32)and(0.54±0.36)mm,respectively.The devia-tion of the implant angle was 1.24°±0.67°.Conclusion The fusion technology based on intraoral scanning and CBCT registration can meet the accuracy requirements of preoperative registration of oral implant robots.The technology in-creases the choice of registration methods before robot-assisted dental implant surgery and reduces the multiple radiation exposuresof the patient.

Objective: To investigate the status of overweight and obesity and associated factors among primary and middle school students in Huzhou City, Zhejiang Province, so as to provide insights into formulating the prevention and control strategies for overweight and obesity in students. Methods: Primary and middle school students from 5 counties (cities, districts) of Huzhou City were selected by using stratified cluster random sampling method from September to November, 2023. The general information, dietary habits and exercise behaviors were collected using the Student Health Status and Influencing Factors Questionnaire. Height and weight were measured, and body mass index was used to analyze overweight and obesity in primary and middle school students. A multivariable logistic regression model was used to analyze the influencing factors of overweight and obesity. Results: A total of 7 573 students were surveyed, including 3 791 males (50.06%) and 3 782 females (49.94%). There were 2 754 primary school students (36.37%), 2 744 junior high school students (36.23%) and 2 075 senior high school students (27.40%). There were 2 166 students with overweight and obesity (28.60%), 1 186 students with overweight (15.66%), and 980 students with obesity (12.94%). Multivariable logistic regression analysis showed that gender (female, OR=0.546, 95%CI: 0.493-0.604), frequency of sweetened beverage consumption (once and more per day, OR=1.349, 95%CI: 1.102-1.650), and frequency of milk and milk products consumption (less than once per day, OR=0.742, 95%CI: 0.577-0.954) were the influencing factors for overweight and obesity in primary and middle school students. Conclusion The prevalence of overweight and obesity among primary and middle school students in Huzhou City is 28.60%, and is associated with gender, frequency of sweetened beverages and milk and milk products consumption.

Objective:To explore the clinical characteristics of patients with antibodies against contactin-associated protein-like 2 (CASPR2).Methods:The clinical data of 24 patients with anti-CASPR2 encephalitis diagnosed at the First Affiliated Hospital of Zhengzhou University from January 2018 to December 2022 were retrospectively analyzed. According to the age of first onset, the patients were divided into early onset group (10 cases, onset age<45 years) and late onset group (14 cases, onset age≥45 years). The clinical data including clinical manifestations, auxiliary examinations, and treatment response between these 2 groups were compared.Results:Among the 24 patients, there were 13 cases with epilepsy, 13 cases with cognitive decline, 13 cases with mental disorders, 14 cases with autonomic dysfunction, 8 cases with peripheral nerve hyperexcitability, 5 cases with Morvan syndrome, 5 cases with unstable walking, and 8 cases with sleep disorders. Among the 10 cases of the early onset group, 7 cases are females, and 8 cases showed epilepsy. The incidence rate of epilepsy in the early onset group was higher than that in the late onset group (5/14, Fisher exact probability, P=0.047). Among the 14 cases of the late onset group, 6 cases are females, 9 cases showed cognitive impairment and 8 cases presented with mental disorders. There were 6 cases with abnormal brain magnetic resonance imaging (MRI). The cerebrospinal fluid protein of the late onset group [0.37 (0.29, 0.58) g/L] was higher than that in the early onset group [0.22 (0.16, 0.30) g/L; Z=-2.667, P=0.008]. The modified Rankin Scale (mRS) scores before and after treatment were 3.29±0.83 and 1.50 (0.75, 2.25), which were higher than those in the early onset group [mRS scores before and after treatment were 2.10±0.99 and 0 (0, 1.00), t=-3.188, P=0.004; Z=-2.335, P=0.020]. Conclusions:There are various symptoms in patients with anti-CASPR2 encephalitis. The early onset patients are common in women, with a higher incidence of epilepsy. The late onset patients are common in males, with prominent manifestations of cognitive impairment and mental disorders, which have a greater impact on daily living abilities. And abnormal MRI findings are common, and the cerebrospinal fluid protein is higher in late onset patients. Anti-CASPR2 antibody may cause more severe immune damage to the nervous system in elderly patients.

Objective:Peritoneal free cancer cells can negatively impact disease progression and patient outcomes in gastric cancer.This study aimed to investigate the feasibility of using golden-angle radial sampling dynamic contrast-enhanced magnetic resonance imaging(GRASP DCE-MRI)to predict the presence of peritoneal free cancer cells in gastric cancer patients.Methods:All enrolled patients were consecutively divided into analysis and validation groups.Preoperative magnetic resonance imaging(MRI)scans and perfusion were performed in patients with gastric cancer undergoing surgery,and peritoneal lavage specimens were collected for examination.Based on the peritoneal lavage cytology(PLC)results,patients were divided into negative and positive lavage fluid groups.The data collected included clinical and MR information.A nomogram prediction model was constructed to predict the positive rate of peritoneal lavage fluid,and the validity of the model was verified based on data from the verification group.Results:There was no statistical difference between the proportion of PLC-positive cases predicted by GRASP DCE-MR and the actual PLC test.MR tumor stage,tumor thickness,and perfusion parameter Tofts-Ketty model volume transfer constant(Ktrans)were independent predictors of positive peritoneal lavage fluid.The nomogram model featured a concordance index(C-index)of 0.785 and 0.742 for the modeling and validation groups,respectively.Conclusions:GRASP DCE-MR could effectively predict peritoneal free cancer cells in gastric cancer patients.The nomogram model constructed using these predictors may help clinicians to better predict the risk of peritoneal free cancer cells being present in gastric cancer patients.