1.Construction and Clinical Validation of a Deep Learning-Based Automatic Measurement Model for Palmar Tilt and Radial Inclination in Distal Radius Fractures
Guoda DAI ; Jianwei WANG ; Mao WU ; Bin KANG ; Yang SHAO ; Hengyan CUI ; Shaoshuo LI ; Tingchen ZHU ; Zhen HUA ; Zhongming SHEN ; Jintao LIU ; Ming ZHOU
Journal of Traditional Chinese Medicine 2026;67(10):1093-1100
ObjectiveTo construct an automatic measurement model for palmar tilt and radial inclination suitable for traditional Chinese medicine (TCM) clinical scenarios, and to validate its accuracy and efficiency in TCM manipulative reduction settings. MethodsData on anteroposterior (AP) and lateral X-rays of distal radius fractures were collected from patients admitted to 18 TCM/ integrated TCM and western medicine hospitals in Jiangsu province between September 1st, 2023, and September 1st, 2024, via the Jiangsu Diagnosis and Treatment Big Data Platform for TCM Dominant Diseases. A medical image segmentation framework based on multi-scale feature fusion and edge-awareness was employed, combined with anatomical knowledge specific to TCM orthopedics, to optimize the feature extraction strategy of an artificial intelligence (AI) model. This framework enabled automatic segmentation of fracture regions and measurement of distal radius palmar tilt and radial inclination. The accuracy of the AI model in measuring radial inclination and volar tilt was validated, and the measurement time and average time gain rate of the AI model were compared to those of manual measurement. ResultsA total of 15,444 AP and lateral X-ray images of distal radius fractures were collected, and were divided into a training set (11,144 images, 5066 AP and 6078 lateral), a validation set (3700 images, 1840 AP and 1860 lateral), and an independent test set (600 images, 300 AP and 300 lateral) after preprocessing. In the measurement of 300 AP X-rays in the independent test set for radial inclination, when the degree error between AI measurement and manual measurement was <3° and <5°, AI measurement accuracy was 83% and 93%, respectively. In 300 lateral X-rays in the test set for palmar tilt, when AI measurements had an error of <3° and <5° compared to manual measurements, corresponding accuracy rate was 78% and 90%, respectively. For 50 X-ray images, AI measurement time was (1.37±0.05) min for radial inclination while manual measurement time was (22.57±2.52) min (P<0.001); in terms of palmar tilt, the AI measurement time was (1.33±0.14) min, shorter than (23.70±2.80) min for manual measurement time (P<0.001). Average time gain rates for manual and AI measurements were 93.93% and 94.39% respectively. ConclusionAn automatic measurement model for palmar tilt and radial inclination in distal radius fractures has been established, enabling more accurate and efficient assessment as well as providing a tool to support the quantitative evaluation of the efficacy of TCM manipulative reduction and large-sample clinical research.
2.Observation on brain development of 0-6 years healthy children based on structural MRI
Wei YU ; Feng YANG ; Kang YANG ; Zhangzhi FENG ; Ming YANG
Chinese Journal of Medical Imaging Technology 2025;41(2):234-238
Objective To observe brain development of 0-6 years healthy children based on 3D-structural MRI(sMRI).Methods Brain 3D-sMRI T1WI of 228 healthy children aged 0-6 years were retrospectively analyzed.The absolute volume of total brain volume(TBV),white matter volume(WMV),total gray matter volume(tGMV),cortical gray matter volume(GMV)and subcortical gray matter volume(sGMV),as well as standardized values of the above indexes except for TBV were obtained,and the cortical surface area and thickness were measured.The changes of above parameters in different ages were analyzed.Results During 0-5 years,TBV and the absolute volume of WMV,tGMV,GMV and sGMV increased(all P<0.05)with gradually slowed down speed,while during 5-6 years,no significant increase of the above parameters was noticed(all P>0.05).During 0-1 year,standardized WMV and sGMV decreased,then the former gradually increased during 1-4 years(all P<0.05),while the latter did not change significantly(all P>0.05),and no significant change of standardized WMV nor sGMV were found during 4-6 years(all P>0.05).During 0-1 year,both standardized tGMV and GMV increased,while during 1-6 years,except for significant decrease in standardized tGMV during 3-4 years(P<0.05),other parameters remained relatively stable(all P>0.05).Cerebral cortex surface area increased during 0-5 years(all P<0.05),especially during 0-3 years,which did not obviously enlarge during 5-6 years old(P>0.05).Cerebral cortex thickness increased rapidly during 0-1 year and reached peak at about 1.5 years,then presented slow fluctuations without significant changes(all P>0.05).Conclusion Brain development of 0-6 years healthy children had certain characteristics.
3.Effect of different detector combinations on head CT image quality and radiation dose in 320-row CT
Yun LUO ; Ming-ran SHAO ; Shang-wen YANG ; Yu-xiao WANG ; Kang SHI ; Ya-yun XU
Chinese Medical Equipment Journal 2025;46(4):57-62
Objective To compare the effects of different detector combinations of 320-row CT on the image quality and radiation dose of head CT to explore the feasibility of using a wide detector for head CT scanning.Methods Totally 100 patients underwent head CT scanning due to trauma or cerebrovascular disease at some hospital from June to August 2023 were collected prospectively and divided into group A and group B by using block randomization grouping method,with the length of the block group being 2 and 50 patients in each group.In group A,all the detectors had the widths at z-axis direction being 40×0.5 mm and head scanning was completed after multiple exposures;in group B,detector combinations with widths of 280×0.5 mm or 320×0.5 mm were chosen based on the patient's head size in the head-foot direction(z-axis direction),and head scanning was performed with a single-turn exposure.The remaining scanning and image reconstruction parameters in the two groups were kept completely consistent.The head image quality of the 2 groups was evaluated objectively and scored subjectively by 2 radiologists.The volume CT dose index(CTDIvol),dose length product(DLP)and exposure time of the 2 groups were recorded,and the effective dose(ED)was calculated.SPSS 22.0 software was used for statistical analysis.Results In terms of objective evaluation of image quality,at the level of the parietal skull group B had the CT value of gray matter,image noise and contrast to noise ratio(CNR)of the images higher than those of group A,and the differences were statistically significant(all P<0.05);at the level of the posterior skull group B had the CT values of gray and white matter,image noise and air noise lower while CNR higher than those of group A,and the differences were statistically significant(all P<0.05).In terms of subjective scoring of image quality,at the levels of parietal and posterior skull group A behaved better than group B,and the differences were statistically significant(all P<0.05).In group A 5 patients had obvious motion artifacts affecting the diagnosis and the image quality scores not higher than 2,and secondary scanning had to be carried out;In group B all the patients had no obvious motion artifacts and met the diagnosis requirements.When compared with group A Group B had the CTDIvol,DLP,ED and exposure time decreased by 17.44%,17.24%,17.48%and 85.53%,respectively,and the differences were statistically significant(all P<0.05).Conclusion A wide detector gains advantages over a 20 mm detector in image quality when 320-row CT is used for head CT scanning,with the diagnosis requirements satisfied.[Chinese Medical Equipment Journal,2025,46(4):57-62]
4.Polysaccharides from Dicliptera chinensis(L.)Juss.attenuates acute liver failure through inhibition of TLR-4/MyD88/NF-κB signalling pathway
Chao-yue YANG ; Ming-li ZHONG ; Hou-kang CAO ; Ya GAO ; Ke-feng ZHANG
Chinese Pharmacological Bulletin 2025;41(3):491-499
Aim To investigate the interventional effects of polysaccharides from Dicliptera chinensis(L.)Juss.(DCP)on acute liver failure(ALF)in-duced by lipopolysaccharide(LPS)combined with D-galactosamine(D-GalN)in mice,and on LPS-induced inflammatory responses in RAW264.7 cells,based on the TLR-4/MyD88/NF-κB signaling pathway.Meth-ods Mice were randomly divided into the control,model,silymarin,DCP low,medium,and high dose groups,and toxicity test groups.After 10 consecutive days of treatment,ALF models were established by in-jecting mice with LPS+D-GalN.Additionally,an in-flammatory response model was established by stimula-ting RAW264.7 cells with LPS.Results Biochemical assays showed that compared with the model group,the medium-and high-dose DCP groups exhibited de-creased serum ALT,AST,ALP,TBIL,and γ-GT activi-ties(P<0.05),reduced levels of ROS,MPO and MDA in liver(P<0.05),increased activities of SOD,GSH-Px,CAT,and elevated T-AOC levels(P<0.05).ELISA revealed lower levels of ICAM-1,VCAM-1,IL-6,IL-1β,and TNF-α in liver(P<0.05).HE staining indicated reduced inflammatory cell infiltration and improved hepatocyte necrosis in liv-er after DCP administration.The use of DCP alone showed no significant organ toxicity.qRT-PCR and Western blot results indicated that DCP inhibited the expression of key factors in TLR-4/MyD88/NF-κB sig-naling pathway(P<0.05).Cell validation experi-ments also confirmed that this pathway was inhibited by DCP.Conclusion DCP alleviates ALF primarily by inhibiting oxidative stress and blocking the activation of the TLR-4/MyD88/NF-κB signaling pathway.
5.Troubleshooting of B.Braun's EcoMix central liquid supply system:Three case reports
Jian-ming SU ; An LU ; Shao-kang CUI ; Yang-qing GAN
Chinese Medical Equipment Journal 2025;46(7):109-113
The composition of B.Braun's EcoMix central liquid supply system was described.Three common faults of B.Braun's EcoMix central liquid supply system were explored in terms of the cause and elimination method.Some improving measures were put forward to solve the problems in leakage and density deviation.References were provided for medical engineers to treat similar faults.[Chinese Medical Equipment Journal,2025,46(7):109-113]
6.Application of expanded carrier screening for autosomal recessive monogenic diseases in 1384 patients undergoing assisted reproductive technology
Ming SHI ; Xin KANG ; Lei WANG ; Chen ZHANG ; Yujie ZHANG ; Jingjing ZHANG ; Yang SHI ; Guanbin XU
Chinese Journal of Postgraduates of Medicine 2025;48(11):1020-1024
Objective:To explore the guiding significance of Expanded Carrier Screening (ECS) for the fertility process of individuals undergoing Assisted Reproductive Technology (ART) in Dalian.Methods:A retrospective analysis was conducted on the ECS results of patients who visited the Dalian Maternal and Child Health Care Center (Group) from January 2023 to June 2024. The study included the screening of 155 monogenic diseases and the ART status of carrier couples.Results:Among the 1 384 patient samples, 490 carriers were identified, yielding a detection rate of 35.41% (490/1 384). A total of 100 diseases and 91 pathogenic genes were detected. The most frequently identified disease was autosomal recessive hearing loss type 4 (SLC26A4), with a carrier rate of 3.54% (49/1384). For the 490 carriers, their partners were recalled for testing and, 322 partners participated. Eight high-risk couples were identified, accounting for 2.48% (8/322). Among the 322 couples, 4 used artificial insemination by husband (AIH, 1.24%, 4/322), 166 used in vitro fertilization (IVF, 51.55%, 166/322), 139 used intracytoplasmic sperm injection (ICSI, 43.17%, 139/322), and 1 underwent preimplantation genetic testing for monogenic diseases (PGT-M, 0.31%, 1/322). Twelve couples (3.73%, 12/322) did not undergo ART, were not pregnant, or chose gamete donation. Among the eight high-risk couples, three underwent IVF, four underwent ICSI, and one underwent PGT-M. One couple conceived through ICSI, and the fetus was followed up. Amniotic fluid Sanger sequencing revealed that the fetus had compound heterozygous mutations in the PAH gene, with two suspected pathogenic variants at c.532G>A and c.1174T>A. One couple undergoing PGT-M currently has one retrieved oocyte and zero usable blastocysts. The embryo carries a paternal mutation and is aneuploid.Conclusions:This study not only identified the common pathogenic diseases in Dalian, providing a reference for clinical treatment, but also validated the critical significance of ECS for individuals undergoing ART.
7.Exploration of embryonic chromosomal abnormalities in patients with recurrent miscarriage in the population undergoing IVF/ICSI-assisted pregnancy
Ming SHI ; Chen ZHANG ; Xin KANG ; Yuxin WANG ; Yang SHI ; Wenxiu ZHU ; Jing ZHANG
Chinese Journal of Reproduction and Contraception 2025;45(5):489-494
Objective:To investigate the factors associated with chromosomal abnormalities in embryos of patients with recurrent miscarriage in the in vitro fertilization/intracytoplasmic sperm injection and embryo transfer (IVF/ICSI-ET) population, and to establish a prediction model for chromosomal abnormalities. Methods:This was a retrospective case-control study, aborted tissues were collected from 349 patients who attended the Reproductive and Genetic Laboratory Sports New Town Ward of Dalian Women's and Children's Medical Center (Group) after IVF/ICSI from September 2019 to October 2024, and the samples were examined by copy number variation sequencing (CNV-seq) combined with short tandem repeat (STR) technology. According to the test results, the aborted tissues were divided into chromosome normal and chromosome abnormal groups. Factors affecting the occurrence of chromosomal abnormalities were analyzed by univariate analysis and multifactorial logistic regression.Results:1) By CNV-seq combined with STR method, a total of 252 cases (72.21%, 252/349) of chromosomal abnormalities were detected, while 97 cases had normal chromosomes. 2) The results of univariate analysis showed that the differences in female age, female body mass index (BMI), gestational week, number of miscarriages, progesterone level after 14 d post-transplantation, ovarian reserve function, male age, and male BMI were statistically significant between the chromosome normal group and the chromosome abnormal group (all P<0.05). 3) The results of the multifactorial logistic regression model showed that female age ( OR=1.261, 95% CI: 1.137-1.398, P<0.001), female BMI ( OR=1.121, 95% CI: 1.038-1.227, P=0.004), gestational week ( OR=1.406, 95% CI: 1.155-1.711, P=0.001), progesterone level 14 d after transplantation ( OR=1.016, 95% CI: 1.000-1.031, P=0.043), and BMI of the male partner ( OR=1.132, 95% CI: 1.050-1.220, P=0.001) were the independent risk factors of chromosomal abnormalities. 4) There were statistically significant differences in female age, female BMI, gestational week, progesterone level 14 d after transplantation, and male BMI between patients with normal chromosomes and those with trisomy chromosomes in aborted tissues (all P<0.05).Advanced female age was correlated with the occurrence of trisomy 22 ( P<0.05), and there was a correlation between advanced female age and increased male BMI and the occurrence of trisomy 16 (all P<0.05). Conclusion:The increase in maternal age, BMI, gestational age, progesterone levels 14 d after transplantation, and male BMI can all lead to an increase in the rate of chromosomal abnormalities and an increase in the incidence of trisomy. The advanced age of the female, can lead to the occurrence of trisomy 22. The age of the female and the BMI of the male are positively correlated with the abnormality rate of trisomy 16.
9.Observation on brain development of 0-6 years healthy children based on structural MRI
Wei YU ; Feng YANG ; Kang YANG ; Zhangzhi FENG ; Ming YANG
Chinese Journal of Medical Imaging Technology 2025;41(2):234-238
Objective To observe brain development of 0-6 years healthy children based on 3D-structural MRI(sMRI).Methods Brain 3D-sMRI T1WI of 228 healthy children aged 0-6 years were retrospectively analyzed.The absolute volume of total brain volume(TBV),white matter volume(WMV),total gray matter volume(tGMV),cortical gray matter volume(GMV)and subcortical gray matter volume(sGMV),as well as standardized values of the above indexes except for TBV were obtained,and the cortical surface area and thickness were measured.The changes of above parameters in different ages were analyzed.Results During 0-5 years,TBV and the absolute volume of WMV,tGMV,GMV and sGMV increased(all P<0.05)with gradually slowed down speed,while during 5-6 years,no significant increase of the above parameters was noticed(all P>0.05).During 0-1 year,standardized WMV and sGMV decreased,then the former gradually increased during 1-4 years(all P<0.05),while the latter did not change significantly(all P>0.05),and no significant change of standardized WMV nor sGMV were found during 4-6 years(all P>0.05).During 0-1 year,both standardized tGMV and GMV increased,while during 1-6 years,except for significant decrease in standardized tGMV during 3-4 years(P<0.05),other parameters remained relatively stable(all P>0.05).Cerebral cortex surface area increased during 0-5 years(all P<0.05),especially during 0-3 years,which did not obviously enlarge during 5-6 years old(P>0.05).Cerebral cortex thickness increased rapidly during 0-1 year and reached peak at about 1.5 years,then presented slow fluctuations without significant changes(all P>0.05).Conclusion Brain development of 0-6 years healthy children had certain characteristics.
10.Medical student selection interviews: insights into nonverbal observable communications: a cross-sectional study
Pin-Hsiang HUANG ; Kang-Chen FAN ; Alexander WAITS ; Boaz SHULRUF ; Yi-Fang CHUANG
Korean Journal of Medical Education 2025;37(2):153-161
Purpose:
Interviews play a crucial role in the medical school selection process, although little is known about interviewers’ non-verbal observable communications (NoVOC) during the interviews. This study investigates how interviewers perceive NoVOC exhibited by interviewees in two medical schools, one in Taiwan and the other in Australia. The study also explores potential cross-cultural differences in these perceptions.
Methods:
A 26-item questionnaire was developed using a Delphi-like method to identify NoVOC. Interviewers from the University of New South Wales, Australia, and National Yang Ming Chiao Tung University, Taiwan (n=47 and N=78, respectively) rated these NoVOC between 2018 and 2021. Factor analyses identified and validated underlying factors. Measurement invariance across countries and genders was examined.
Results:
A total of 125 interviewers completed the questionnaire, including 78 from Taiwan and 47 from Australia. Using exploratory factor analysis, 14 items yielded reliable three factors “charming,” “disengaged,” and “anxious” (Cronbach’s α=0.853, 0.714, and 0.628, respectively). The measurement invariance analysis indicated that the factor models were invariant across genders but significantly different between the two countries. Further analysis revealed inconsistencies in interpreting the “anxious” factor between Taiwan and Australia.
Conclusion
The three distinct factors revealed in this study provide valuable insights into the NoVOC that interviewers perceive and evaluate during the interview process. The findings highlight the importance of considering non-verbal communication in selecting medical students and emphasize the need for training and awareness among interviewers. Understanding the impact of non-verbal behaviors can improve selection processes to mitigate bias and enhance the fairness and reliability of medical student selection.

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