1.Application of a deep learning-based three-phase CT image models for the automatic segmentation of gross tumor volumes in nasopharyngeal carcinoma
Guorong YAO ; Kai SHEN ; Feng ZHAO ; Siyuan WANG ; Zhongjie LU ; Kejie HUANG ; Senxiang YAN
Chinese Journal of Radiological Medicine and Protection 2024;44(2):111-118
Objective:To investigate the effectiveness and feasibility of a 3D U-Net in conjunction with a three-phase CT image segmentation model in the automatic segmentation of GTVnx and GTVnd in nasopharyngeal carcinoma.Methods:A total of 645 sets of computed tomography (CT) images were retrospectively collected from 215 nasopharyngeal carcinoma cases, including three phases: plain scan (CT), contrast-enhanced CT (CTC), and delayed CT (CTD). The dataset was grouped into a training set consisting of 172 cases and a test set comprising 43 cases using the random number table method. Meanwhile, six experimental groups, A1, A2, A3, A4, B1, and B2, were established. Among them, the former four groups used only CT, only CTC, only CTD, and all three phases, respectively. The B1 and B2 groups used phase fine-tuning CTC models. The Dice similarity coefficient (DSC) and 95% Hausdorff distance (HD95) served as quantitative evaluation indicators.Results:Compared to only monophasic CT (group A1/A2/A3), triphasic CT (group A4) yielded better result in the automatic segmentation of GTVnd (DSC: 0.67 vs. 0.61, 0.64, 0.64; t = 7.48, 3.27, 4.84, P < 0.01; HD95: 36.45 vs. 79.23, 59.55, 65.17; t = 5.24, 2.99, 3.89, P < 0.01), with statistically significant differences ( P < 0.01). However, triphasic CT (group A4) showed no significant enhancement in the automatic segmentation of GTVnx compared to monophasic CT (group A1/A2/A3) (DSC: 0.73 vs. 0.74, 0.74, 0.73; HD95: 14.17 mm vs. 8.06, 8.11, 8.10 mm), with no statistically significant difference ( P > 0.05). For the automatic segmentation of GTVnd, group B1/B2 showed higher automatic segmentation accuracy compared to group A1 (DSC: 0.63, 0.63 vs. 0.61, t = 4.10, 3.03, P<0.01; HD95: 58.11, 50.31 mm vs. 79.23 mm, t = 2.75, 3.10, P < 0.01). Conclusions:Triphasic CT scanning can improve the automatic segmentation of the GTVnd in nasopharyngeal carcinoma. Additionally, phase fine-tuning models can enhance the automatic segmentation accuracy of the GTVnd on plain CT images.
2.Structural network changes in individuals with amnestic mild cognitive impairment and their association with the onset of Alzheimer's disease
Yang LI ; Ranchao WANG ; Rui DU ; Yuhao XU ; Kai XIE ; Yu SHEN ; Kejie MA ; Yujiao CAI ; Yuefeng LI
Chinese Journal of Geriatrics 2024;43(9):1143-1148
Objective:To examine the structural network changes in participants with amnestic mild cognitive impairment(aMCI)and investigate the correlation between these changes and the onset of Alzheimer's disease(AD).Methods:In this prospective study, a total of 100 individuals with amnestic mild cognitive impairment(aMCI)were enrolled as the research group.Additionally, 25 healthy individuals who were matched in terms of age and sex were enrolled as healthy controls.Upon enrollment, all participants underwent MRI scans, neuropsychological assessments, and clinical evaluations.The participants were then followed every 6 months for a period of 36 months or until they withdrew from the study.Based on the outcome of the follow-up(whether Alzheimer's disease occurred), the aMCI participants were divided into two groups: stable aMCI group and progressive aMCI group.The Chinese version of the Brief Mental State Examination(MMSE), the Montreal Cognitive Assessment(MoCA), the Clinical Dementia Rating Scale(CDR), and the Auditory Word Learning Test(AVLT)were utilized to evaluate the overall mental and cognitive status of the subjects.Pearson correlation analysis was employed to investigate the relationship between structural network changes and cognitive decline.Logistic regression was performed to analyze the predictive ability of structural network changes in determining the onset of AD.Results:Compared to the stable aMCI group, the progressive aMCI group exhibited lower levels of global efficiency( P=0.002), local efficiency( P=0.007), feeder connections( P=0.003), local connections( P=0.008), and right precuneus nodal efficiency( P=0.010).Correlation analysis revealed that global efficiency( r=0.604, P=0.002), feeder connections( r=0.513, P=0.012), and right precuneus nodal efficiency( r=0.504, P=0.014)were correlated with AVLT-delay scores(baseline)in the progressive aMCI group.A logistic regression model demonstrated that global efficiency, feeder connections, and right precuneus nodal efficiency could significantly predict the onset of AD(all P<0.05, AUCunited=0.797, 95% CI: 0.684-0.884, sensitivity=73.91, 95% CI: 51.6-89.8, specificity=76.60, 95% CI: 62.0-87.7). Conclusions:Among participants with aMCI, individuals who exhibit lower global efficiency, feeder connections, or right precuneus nodal efficiency are at a higher risk of developing AD.These indicators are anticipated to serve as new targets for clinical intervention.
3.Characteristics of anger emotions in patients with schizophrenia with violent behavior in community
Mingjin LUO ; Kejie WANG ; Pingyu TAO ; Xiaohua SUN ; Haidong SONG
Chinese Mental Health Journal 2024;38(10):840-845
Objective:To explore the anger emotional state,traits and expression characteristics in patients with schizophrenia with violent behavior in community.Methods:Twenty-five patients with schizopnrenia with a history of violent behavior among the community rehabilitation institutions were selected as the violent behavior group,and 74 patients with schizopnrenia without a history of violent behavior were selected as the nonviolent behavior group.The Brief Psychiatric Rating Scale(BPRS)was used to assess psychiatric symptoms,and the State-Trait An-ger Expression Inventory(STAXI)was used to assess anger characteristics.Results:Compared with the nonviolent behavior group,the violent behavior group had significantly higher scores in the trait of anger(patient dimension score,rational dimension score)and expression of anger(total score,restraint dimension score)[(28.0±23.8)vs.(19.6±13.3),(55.0±30.6)vs.(40.0±21.5),(34.2±11.6)vs.(27.3±10.7),(56.0±26.1)vs.(33.7±21.1),Ps<0.05].Higher scores of rationality dimension of anger trait(OR=3.69,95%CI:1.43-7.98)and re-straint dimension of anger expression(OR=3.25,95%CI:1.39-7.47)were risk factors for violent behaviors.Conclusion:Compared with patients with schizopnrenia without violent behavior,patients with violent behavior history may show more lack of rationality,and poorer anger restraint.
4.Application progress of alveolar ridge preservation in patients with tooth extracted due to periodontitis
ZHANG Chaoying ; GONG Jiaxing ; YU Mengfei ; QIAN Ying ; ZHU Ziyu ; LU Kejie ; WANG Huiming
STOMATOLOGY 2023;43(2):159-165
Alveolar ridge preservation (ARP) has developed rapidly as a method for preserving the alveolar socket's bone volume after tooth extraction. ARP can create conditions for implant restoration, and reduce operation difficulties by decreasing alveolar ridge absorption. There are certain difficulties of ARP applicationin patients with tooth extracted due to periodontitis. This paper mainly introduces the characteristics of ARP, compares the similarities and differences among ARP, guided tissue regeneration, guided bone regeneration and immediate implant, and then summarizes their advantages and disadvantages. The paper focuses on the specificity of ARP and the progress of ARP application in patients with tooth extracted due to periodontitis, in order to offer direction for clinical application and future research on ARP.
5.Clinical efficacy of artificial dermis and flap transfer in treatment of soft tissue defect around interphalangeal joint: a comparative study
Keyue YANG ; Tao SUN ; Jie YIN ; Kejie WANG ; Xinkun HE ; Xin WANG ; Jianwu QI ; Xiaofeng TENG
Chinese Journal of Microsurgery 2023;46(5):505-510
Objective:To compare the clinical effecacy of artificial dermal regeneration matrix (as "artificial dermis" hereafter) and flap transfer in the treatment of soft tissue defects around interphalangeal joint.Methods:Through postoperative follow-up at outpatient clinic, a retrospective study was conducted on the clinical data of 60 patients who had soft tissue defects around the interphalangeal joints and received treatment in the Department of Hand Surgery, the Sixth Hospital of Ningbo from January 2018 to January 2022. According to applied surgical procedures, patients were divided into a flap transfer group (group A, n=30) and an artificial dermis group (group B, n=30). Group A included 19 males and 11 females aged 44.83 years ± 11.56 years including 5 patients with simple soft tissue defects, and 6 with soft tissue defects and fractures, 10 with soft tissue defects with tendon and (or) ligament injuries, 3 with soft tissue defects and vessel and (or) nerve injuries, and 6 with soft tissue defects and over 2 other types of compound injuries. The defect areas ranged from 2.5 cm×1.2 cm to 5.0 cm×1.6 cm. After emergency debridement and treatment for bone and tendon injuries, the patients in group A received transfers of free flap or transfers with adjacent digit flaps or island flaps. Postoperative functional exercise started from 1-6 weeks after surgery. Patients in group B included 17 males and 13 females, aged 44.70 years ± 11.20 years and there were 6 patients with simple soft tissue defects, 6 with soft tissue defects and fractures, 9 with soft tissue defects and tendon and (or) ligament injuries, 5 with soft tissue defects and vessel and (or) nerve injuries, and 4 with soft tissue defects and over 2 other types of compound injuries. The defect area ranged from 3.1 cm ×1.3 cm to 4.5 cm × 1.8 cm. Debridement and treatment of the bone and tendon injury in group B were the same as what in group A, but the patients in group B received artificial dermis coverage other than transfer of flap. After an artificial dermis had completely vascularised, a split-thickness skin graft was performed over the neo-dermis in the second phase surgery. Postoperative functional exercise started from 1-2 weeks after artificial dermis grafting surgery. The interval time of flap transfer or split-thickness skin grafting, survival rate of flap transfer or split-thickness skin grafting, Vancouver Scar Scale(VSS), TPD and total active movement(TAM) were compared between the 2 groups. The count data were analysed by Chi-square test. All measured data were analysed by independent sample t test or Mann-Whitney U test. P<0.05 indicates a statistically significant difference. Results:The interval time of flap transfer in group A and artificial dermis grafting in group B were 2.93 days ± 2.48 days and 19.87 days ± 3.35 days, respectively. There was a statistically significant difference between the 2 groups( P<0.05). All patients were entered in postoperative outpatient follow-up for 11-14 months(12.00 months ± 0.93 months). The appearance of flaps of some patients in group A was bloated with slightly limited digit movement. In group B, the digit movement was normal, without obvious scar hyperplasia in both of the recipient and donor sites. The survival rate of flap transfer or artificial dermis graft, TPD, VSS score and TAM score for group A and group B were 96.00% ± 9.32% and 98.17% ± 3.07%, respectively, 8.67 mm ± 2.01 mm and 9.50 mm ± 1.81 mm, 3.40 ± 1.07 and 3.17 ± 0.91 and 18.30 ± 1.97 and 18.93 ± 1.64, respectively. There were no significant differences between the 2 groups( P>0.05). Conclusion:In comparison with the transfer of flap, an artificial dermis is also effective and satisfactory in the treatment of soft tissue defects around the interphalangeal joint. Further large scale and multi-centre investigations are required.
6.Surgical treatment method and short-term outcomes of high-energy injury type tibial plateau fracture combined with anterior cruciate ligament injury
Xiaoyu DAI ; Kejie WANG ; Kai DING ; Chenyang XU ; Yige ZHANG ; Wenge DING
Chinese Journal of Orthopaedics 2023;43(22):1533-1542
Objective:To investigate the one-stage surgical treatment method and short-term therapeutic effect for combined anterior cruciate ligament (ACL) injury in Schatzker IV-VI tibial plateau fractures.Methods:A retrospective study was conducted on 79 patients with Schatzker IV-VI tibial plateau fractures who underwent surgical treatment at the Department of Traumatic Orthopedics in The Third Affiliated Hospital of Soochow University from April 2016 to February 2021 and there were 47 males and 32 females with a mean age of 51.5±13.2 years (ranging from 21 to 73 years old). Combined with preoperative MRI manifestations, meniscus injuries and avulsion fractures of collateral ligament complex were all repaired in one stage, primary reconstruction was not performed for the combined substantive injury of ACL body, and the displaced avulsion fracture of ACL insertion was only reduced without separate fixation during open reduction and internal fixation for fractures. Visual analogue scale (VAS), knee flexion range of motion, and American Hospital for Special Surgery Knee Joint (HSS) scores were used to evaluate the treatment outcomes at 3, 6, and 12 months postoperatively and the last follow-up.Results:All 79 patients successfully completed the surgery and were followed up for 23.6±2.2 months. The incidence of combined ACL injury was approximately 23% (18/79) with the main manifestation being intercondylar ridge avulsion fracture of ACL (10/18, 56%), which was more common in SchatzkerIV fractures (60%, 6/10). Postoperative KT-1000 measurements on the side-to-side difference in forward displacement of the healthy and affected knee joint showed no significant change in patients with ACL avulsion fracture and body injury, and there was no statistically significant difference compared to the normal range ( P>0.05). No statistically significant difference could be observed in postoperative VAS between ACL avulsion fracture, ACL body injury, and non-ACL injury groups ( P>0.05). At 3, 6, 12 months and the last follow-up after surgery, knee flexion range of motion in patients with intercondylar eminence avulsion fracture of ACL 99.7°±8.9°, 110.5°±10.3°, 120.9°±10.5°, and 121.5°±10.2° was lower than that in patients without ACL injury 106.5°±10.1°, 119.1°±9.8°, 128.3°±10.4°, and 128.3°±9.3°, and the differences were statistically significant ( P<0.05). At 3 and 6 months after surgery, patients with intercondylar eminence avulsion fracture of ACL had lower HSS scores 72.7±5.3 and 80.4±4.6 points compared to those without ACL injury 76.3±4.1 and 83.6±4.5 points, and the differences were statistically significant ( P<0.05). Conclusion:During the surgical treatment of Schatzker IV-VI tibial plateau fractures, it is feasible to treat possible concomitant injuries such as meniscus on the basis of reduction and fixation of the fracture without reconstructing the ACL in one stage, and to treat displaced ACL intercondylar eminence avulsion fractures by correct reduction without separate fixation. This treatment method can achieve good short-term postoperative outcomes.
7.Analysis of the types of lateral meniscal injury in Schatzker type II tibial plateau fractures and its correlation with CT features of lateral plateau
Pu YING ; Xuan WANG ; Yue XU ; Yiwen ZHAO ; Kejie WANG ; Xiaowei JIANG ; Zhihui HUANG ; Wenge DING ; Qiang WANG ; Xiaoyu DAI
Chinese Journal of Orthopaedics 2022;42(14):912-919
Objective:To investigate the specific types of lateral meniscus injury in Schatzker type II tibial plateau fractures and its potential correlation with CT features of the lateral plateau.Methods:The data of 213 patients with Schatzker II tibial plateau fractures from August 2014 to June 2021 were retrospectively analyzed, including 132 males and 81 females, aged from 29 to 61 years, with an average of 44.9 years. All patients underwent arthroscopic evaluation of fracture reduction immediately after open reduction and internal fixation (ORIF). According to the actual situation during the operation, the types and locations of lateral meniscus injury were determined and the patients were divided into the meniscus injury group and non-injury group. By measuring lateral plateau depression (LPD) and lateral plateau widening (LPW) of the lateral tibial plateau on CT images, the correlation of which and lateral meniscus injury was analyzed. The optimal critical values of LPD and LPW for predicting lateral meniscus injury were obtained by drawing the relevant receiver operating characteristic (ROC) curves.Results:The meniscus injury group (109 patients) mainly showed injuries involving the mid-body and posterior horn of lateral meniscus (98.2%, 107/109) and LPD was 13.1±3.2 mm; while the LPD of 104 patients without meniscus injury was 9.1±3.0 mm with a statistical difference ( t=3.98, P<0.001). The LPW of meniscus injury group and non-injury groups was 8.0±1.3 mm and 6.7±1.6 mm, respectively, and the difference was statistically significant ( t=2.68, P=0.011). The optimal predictive critical point of LPD and LPW was 7.6 mm (sensitivity 90.3%, specificity 64.7%, area under the curve 0.834) and 7.3 mm (sensitivity 80.5%, specificity 58.8%, area under the curve 0.722). Conclusion:Schatzker II tibial plateau fractures combined with lateral meniscus injury is usually characterized by meniscus-joint capsule separation, rupture and longitudinal fracture. The mid-body and posterior horn of lateral meniscus injury is more likely to occur when LPD> 7.6 mm and/or LPW> 7.3 mm on coronal CT images.
8.Sequence of reduction and fixation in the treatment of middle and lower tibiofibular fractures on the same plane using tibial intramedullary nailing plus fibular plating
Yiwen ZHAO ; Yi CHEN ; Kejie WANG ; Xiaoyu DAI ; Feng WANG ; Xinyu HU ; Wenming MA
Chinese Journal of Orthopaedic Trauma 2020;22(11):933-938
Objective:To explore the sequence of reduction and fixation in the treatment of middle and lower tibiofibular fractures on the same plane using tibial intramedullary nailing plus fibular plating.Methods:A retrospective analysis was performed of the 58 patients with middle and lower tibiofibular fractures on the same plane from January 2016 to December 2017. They were 38 males and 20 females, aged from 20 to 65 years (average, 40 years). The left side was affected in 30 cases and the right in 28. By the AO classification, 27 cases were type 42-A, 18 ones type 42-B and 13 ones type 42-C. Of them, 33 had the fibula reduced and fixated first (the fibular group) while 25 had the tibia reduced and fixated first (the tibial group). The 2 groups were compared in terms of operation time, rate of tibial closed reduction, rate of dynamization of intramedullary nails, fracture healing time and postoperative complications.Results:All the patients were followed up for 12 to 24 months (average, 17.2 months). The operation time in the fibular group was 96 minutes ± 15 minutes, significantly shorter than that in the tibial group (116 minutes ± 19 minutes)( P<0.05). The rate of tibial closed reduction was 84.8% (28/33) in the fibular group and 60.0%(15/25) in the tibial group, presenting a significant difference ( P<0.05). There were no significant differences between the 2 groups in the rate of dynamization of intramedullary nails, fracture healing time or postoperative complications ( P>0.05). Conclusions:Tibial intramedullary nailing plus fibular plate osteosynthesis is an effective treatment for the middle and lower tibiofibular fractures on the same plane. When the fracture line is not located in the narrow segment of the tibia, reduction and fixation of the fibula first is advantageous over reduction and fixation of the tibia first, because it can facilitate tibial reduction and nail placement and improve surgical efficiency without increasing the fracture healing time.
9.Application of hemi excision of trapezium combined with tendon ball tamponade in the treatment of first carpometacarpal arthritis
Xiaoming CAI ; Bin ZHU ; Kejie WANG ; Yaopeng HUANG ; Ruibin HU ; Xianting ZHOU ; Xin WANG ; Weiwen ZHANG ; Xiaofeng WANG
Chinese Journal of Orthopaedics 2020;40(11):719-725
Objective:To describe the treatment of the first carpometacarpal arthritis in Eaton Ⅱ, Ⅲ combining the hemi excision of trapezium with tendon ball and evaluate its clinical efficacy.Methods:Data of patients with the first carpometacarpal arthritis who were treated by hemi excision of trapezium and tamponade of the tendon ball from March 2013 to October 2018 were retrospectively analyzed. Twelve patients were all females with an average age of 55±2.8 years (range, 48-61 years). There were 3 cases of left thumbs and 9 cases of right. The study was only researched with primary osteoarthritis patients, preoperative imaging Eaton stages, including 8 cases inⅡstage, 4 cases in Ⅲ stage. Postoperative X-ray examination was performed, and the subsidence rate of the first metacarpal bone was evaluated according to height of arthroplasty. Preoperative and postoperative pain was evaluated according to visual analogue scales (VAS) score and DASH score. Preoperative and postoperative finger movement was evaluated according to the changes in preoperative and postoperative grip and pinch force.Results:The average follow-up period was 12±4.8 months (range, 6-17 months). The mean score of VAS after operation was 1.2±1.0 which was lower than 6.3±1.5 before operation ( t=13.4, P=0.0001); DASH score after operation was 26.2±9.6 which was lower than 48.9±13.0 before operation ( t=5.7, P=0.0001); Grip force after operation was 25.5±6.8 kg which was higher than 15.0±2.9 kg before operation ( t=7.3, P=0.0001); Pinch force after operation was 3.2±0.8 kg which was higher than 2.1±0.4 kg before operation ( t=3.6, P=0.0045), and all of these four above data has statistic difference. At the latest postoperative follow-up, the height index of arthroplasty was 0.299±0.022, and there was no significant change ( F=1.337, P=0.276) when compared with 0.306±0.021 before surgery and 0.313±0.024 after surgery. After the operation, 2 patients presented with incision redness and swelling and exudation. It was considered that local hematoma in the intra-articular operation could not be completely absorbed. After several dressing changes, the redness and swelling subsided and the exudation was controlled. Conclusion:Preserving the proximal joint surface of trapezium and tamponading tendon ball, could reduce the subsidence rate of the first metacarpal bone and alleviate the pain of the first carpometacarpal joint, thus may effectively improve the joint function. It has a significant effect on the treatment of Eaton Ⅱ,Ⅲ stage of the first carpometacarpal arthritis.
10.A magnetic resonance image classification system for children with cerebral palsy
Junying YUAN ; Qingna XING ; Lihong ZHANG ; Jie LIU ; Jiefeng HU ; Shijie MA ; Dong LI ; Kejie CAO ; Dengna ZHU ; Jun WANG
Chinese Journal of Physical Medicine and Rehabilitation 2020;42(11):978-983
Objective:To explore the relationship of risk factors and clinical features to assessments of children with cerebral palsy (CP ) using a magnetic resonance imaging classification system (MRICS).Methods:Medical records of CP patients under 18 years old were reviewed retrospectively. Data including high-risk factors, cranial MRI results and clinical characteristics were collected. The cranial MRI results were classified according to the MRICS.Results:Of 1357 patients studied, 1112 (82%) had received cranial MRI scans. Among them, 962 (86.5%) showed MRI-identified brain abnormalities, 489 in the periventricular white matter. Subjects with different weeks of gestation, birth weights, delivery times, neonatal hypoxic-ischemic encephalopathy, and neonatal cerebral hemorrhage had significantly different MRI classifications according to the system. Premature birth, low birth weight and multiple births correlated with the incidence of white matter brain injury. Only 4 of the subjects with neonatal cerebral hemorrhage were classified as having normal brain structures using the MRICS. However, gender, birth method, and pathological jaundice had no significant relationship with MRICS ratings. Significant differences in MRICS classifications were observed between patients with different CP subtypes, gross motor function scores, as well as with or without epilepsy, speech or language impairment. But degrees of mental retardation were not significantly related with MRICS classifications.Conclusion:MRICS classifications relate closely with risk factors and the clinical characteristics of CP patients. The system can play an important role in finding pathogenesis and predicting clinical outcomes. It is worthy of applying and promoting in the clinic.

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