Objective To propose a method for abdominal multi-organ segmentation assisted by multi-phase CT synthesis.Methods Multi-phase CT synthesis for synthesizing high-quality CT images was used to increase the information details for image segmentation.A transformer block was introduced to help to capture long-range semantic information in cooperation with perceptual loss to minimize the differences between the real image and synthesized image.Results The model was trained using multi-phase CT dataset of 526 total cases from Nanfang Hospital.The mean maximum absolute error(MAE)of the synthesized non-contrast CT,venous phase contrast-enhanced CT(CECT),and delay phase CECT images from arterial phase CECT was 19.192±3.381,20.140±2.676 and 22.538±2.874,respectively,which were better than those of images synthesized using other methods.Validation of the multi-phase CT synthesis-assisted abdominal multi-organ segmentation method showed an average dice coefficient of 0.847 for the internal validation set and 0.823 for the external validation set.Conclusion The propose method is capable of synthesizing high-quality multi-phase CT images to effectively reduce the errors in registration between different phase CT images and improve the performance for segmentation of 13 abdominal organs.

Objective To propose a method for abdominal multi-organ segmentation assisted by multi-phase CT synthesis.Methods Multi-phase CT synthesis for synthesizing high-quality CT images was used to increase the information details for image segmentation.A transformer block was introduced to help to capture long-range semantic information in cooperation with perceptual loss to minimize the differences between the real image and synthesized image.Results The model was trained using multi-phase CT dataset of 526 total cases from Nanfang Hospital.The mean maximum absolute error(MAE)of the synthesized non-contrast CT,venous phase contrast-enhanced CT(CECT),and delay phase CECT images from arterial phase CECT was 19.192±3.381,20.140±2.676 and 22.538±2.874,respectively,which were better than those of images synthesized using other methods.Validation of the multi-phase CT synthesis-assisted abdominal multi-organ segmentation method showed an average dice coefficient of 0.847 for the internal validation set and 0.823 for the external validation set.Conclusion The propose method is capable of synthesizing high-quality multi-phase CT images to effectively reduce the errors in registration between different phase CT images and improve the performance for segmentation of 13 abdominal organs.

Objective: To compare the effectiveness of minimally invasive percutaneous internal fixation and traditional open reduction via Henry approach and internal fixation in the treatment of unstable distal radial fractures.

BACKGROUND:Photoelectric navigation-aided percutaneous pedicle screw placement has been developed extensively,but its accuracy,safety and effectiveness have not yet been confirmed by evidence-based medicine.OBJECTIVE:To compare the curative efficacy of photoelectric navigation-aided percutaneous pedicle screw placement and traditional open posterior pedicle screw fixation for thoracolumbar fractures.METHODS:Sixty patients with thoracolumbar fractures were equivalently randomized to treatment and control groups and then underwent photoelectric navigation-aided percutaneous pedicle screw placement and traditional open posterior pedicle screw fixation,respectively.The perioperative indexes,imaging indexes,function recovery and incidence of complications were compared between two groups.RESULTS AND CONCLUSION:(1) The Visual Analogue Scale scores,intraoperative blood loss,radiant times,and hospitalization time in the treatment group were significantly less than those in the control group (P ＜ 0.05).(2) The operation time did not differ significantly between two groups (P ＞ 0.05).(3) The postoperative sagittal Cobb angle,and percentage of anterior height in the vertebral body in the two groups were significantly improved compared with those before surgery (P ＜ 0.05),but all above imaging indexes showed no significant differences between two groups (P ＞ 0.05).The endplate-screw angle in the treatment group was significantly less than that in the control group (P ＜ 0.05).(5) The excellent and good rate of placement in the treatment group was significantly higher than that in the control group (P ＜ 0.05).(6) These results suggest that compared with the traditional open posterior pedicle screw fixation,the photoelectric navigation-aided percutaneous pedicle screw placement exhibits high placement accuracy,less radiant times,less trauma,less blood loss and rapid functional recovery.