Objective:To explore the clinical application value of artificial intelligence（AI）-assisted training in enhancing the accuracy of nuchal translucency（NT）identification，standardization of measurement，and diagnostic efficacy for abnormalities among ultrasound residents.Methods:A retrospective collection of 300 standard fetal NT ultrasound images was conducted at the Center for Medical Ultrasound，Suzhou Hospital Affiliated of Nanjing Medical University from January 2018 to June 2024. The AI model performed NT measurements and diagnoses once. Four sonographers of different seniority levels（including two resident physicians）independently conducted NT measurements and diagnoses twice. Prior to the experiment，the middle-age and resident sonographers had uniformly completed traditional theory training. Following the first independent measurements，the two resident sonographers received additional AI-assisted training，after which all 4 sonographers performed the second independent measurements. A fetal medicine expert evaluated blindly all the results and compared the differences in NT recognition accuracy，measurement standard rate and diagnosis accuracy between the middle-age sonographer（traditional training only）and two resident sonographers（traditional + AI-assisted training）.Results:For the middle-aged sonographer who only received traditional lecture-based training，the accuracy of NT recognition，standardization rate of measurement，or diagnostic accuracy were not significantly improved befroe and after the training，and the diffrence was not statistically significant（ χ2=0.189，1.887，0.326；all P>0.05）. In contrast，the second-year resident（Resident 2）and first-year resident（Resident 1），who received both traditional lecture-based training and AI training，demonstrated some improvements in the accuracy of NT measurement site recognition，though the differences were not statistically significant（ χ2=1.301，2.418；all P>0.05）. However，both residents did significant improvements in the standardization rate of NT measurement（ χ2=25.768，17.035；all P<0.05）. In terms of diagnostic accuracy，Resident 1 did significant improvement（ χ2=10.180， P<0.05），while Resident 2 also did some improvement，though the difference was not statistically significant（ χ2=2.573， P>0.05）. Conclusions:The AI-assisted training system enhances the ability of ultrasound resident sonographers to recognize，measure，and diagnose NT，providing a novel and efficient training model for standardized residency training in ultrasound specialties.

Objective:To investigate the diagnostic value of fetal cardiac ultrasound view visualization in the first trimester for congenital heart disease（CHD）.Methods:A retrospective analysis was performed on 13 323 singleton fetuses who underwent first-trimester（11-13 +6 weeks）ultrasound screening at the Ultrasound Medicine Center，the Affiliated Suzhou Hospital of Nanjing Medical University from January 2018 to June 2024. Cardiac views including the four-chamber view（4CV），left ventricular outflow tract view（LVOT），and Results:The study group showed significantly higher rates of "poorly visualized" 4CV，LVOT，and 3VT than the control group（2.70% vs. 0.14%， P=0.005；36.49% vs. 4.76%， P<0.001；36.49% vs.2.46%， P<0.001）. The efficacies of combination 1（any view abnormal）and combination 2（any view "poorly visualized" or "abnormal"）were comparable，with AUCs of 0.86 and 0.85（ P=0.424）. The AUCs of combination 3（3VT "poorly visualized" or any view "abnormal"）and combination 4（4CV "poorly visualized" or any view "abnormal"）were 0.88 and 0.86（ P=0.424），all significantly higher than combination 5（LVOT "poorly visualized" or any view "abnormal"，AUC=0.84，all P<0.05）. Conclusions:"Poorly visualized" cardiac views in the first trimester demonstrate good diagnostic efficacy for CHD，particularly when 3VT or 4CV are affected，warranting heightened clinical vigilance for fetal cardiac anomalies.

Objective:To analyze the correlation between bone metabolism indicators,ultrasound quantitative parameters,and prediction of osteoporosis fracture risk assessment tool(FRAX)in elderly patients with osteoporosis(OP).Methods:A total of eighty elderly patients with OP who admitted to Wuxi Affiliated Hospital of Nanjing University of Chinese Medicine from December 2023 to December 2024 were selected.Based on the results of measuring bone quality by dual energy X-ray absorptiometry(DXA),they were divided into bone loss group(26 cases),moderate group(41 cases),and severe group(13 cases).All patients underwent measurements for N-terminal osteocalcin(N-MID OCN),total type I collagen N-terminal extended peptide(TP1NP),25 hydroxyvitamin D(25-OH VitD),parathyroid hormone(PTH),and β-collagen specific sequence(CROSSL)bone metabolism indicators when they were enrolled in groups.They underwent examinations of ultrasonic quantitative parameters included ultrasonic bone density(T value),ultrasound conduction velocity(SOS)and bone quality index(BQI),as well as FRAX prediction.The results of bone metabolism indicators,the examination of ultrasound quantitative parameter,and FRAX prediction were compared among the three groups of elderly patients with OP.Using Pearson linear correlation analysis analyzed the relationship among the three factors.Results:The N-MID OCN and 25-OH VitD levels in the severe group were lower respectively than those in the moderate group and the bone loss group,while the TP1NP,PTH,and CROSSL levels were higher than those in the moderate group and the bone less group,and the differences among the three groups were statistically significant(F=31.646,75.055,110.274,93.321,59.246,P<0.05).The T value,SOS,and BQI in the severe group were lower than those in the moderate group and the bone loss group,and the differences among the three groups were statistically significant(F=81.980,108.985,76.327,P<0.05).The levels of proximal humeral fracture(PHF)and postmenopausal osteoporosis fracture(PMOF)in the severe group were higher than those in the moderate group and the bone loss group,and the differences among the three groups were statistically significant(F=57.086,118.079,P<0.05).Pearson linear correlation analysis showed that the N-MID OCN and 25-OH VitD levels were positively correlated with T value,SOS,and BQI in elderly patients with OP(r=0.398,0.617,0.769,0.752,0.500,0.654,P<0.05),and were negatively correlated with PHF and PMOF(r=-0.504,-0.534,-0.572,-0.662,P<0.05).The TP1NP,PTH,CROSSL levels were negatively correlated with T value,SOS and BQI(r=-0.745,-0.751,-0.634,-0.733,-0.728,-0.569,-0.709,-0.648,-0.611,P<0.05),and were positively correlated with PHF and PMOF(r=0.612,0.558,0.602,0.700,0.695,0.740,P<0.05).Conclusion:The bone metabolism indicators of elderly patients with OP are correlated significantly with ultrasound quantitative parameters and FRAX prediction,which can be used as an important scheme in clinical assessment for bone strength and fracture risk.

Objective:To analyze the correlation between bone metabolism indicators,ultrasound quantitative parameters,and prediction of osteoporosis fracture risk assessment tool(FRAX)in elderly patients with osteoporosis(OP).Methods:A total of eighty elderly patients with OP who admitted to Wuxi Affiliated Hospital of Nanjing University of Chinese Medicine from December 2023 to December 2024 were selected.Based on the results of measuring bone quality by dual energy X-ray absorptiometry(DXA),they were divided into bone loss group(26 cases),moderate group(41 cases),and severe group(13 cases).All patients underwent measurements for N-terminal osteocalcin(N-MID OCN),total type I collagen N-terminal extended peptide(TP1NP),25 hydroxyvitamin D(25-OH VitD),parathyroid hormone(PTH),and β-collagen specific sequence(CROSSL)bone metabolism indicators when they were enrolled in groups.They underwent examinations of ultrasonic quantitative parameters included ultrasonic bone density(T value),ultrasound conduction velocity(SOS)and bone quality index(BQI),as well as FRAX prediction.The results of bone metabolism indicators,the examination of ultrasound quantitative parameter,and FRAX prediction were compared among the three groups of elderly patients with OP.Using Pearson linear correlation analysis analyzed the relationship among the three factors.Results:The N-MID OCN and 25-OH VitD levels in the severe group were lower respectively than those in the moderate group and the bone loss group,while the TP1NP,PTH,and CROSSL levels were higher than those in the moderate group and the bone less group,and the differences among the three groups were statistically significant(F=31.646,75.055,110.274,93.321,59.246,P<0.05).The T value,SOS,and BQI in the severe group were lower than those in the moderate group and the bone loss group,and the differences among the three groups were statistically significant(F=81.980,108.985,76.327,P<0.05).The levels of proximal humeral fracture(PHF)and postmenopausal osteoporosis fracture(PMOF)in the severe group were higher than those in the moderate group and the bone loss group,and the differences among the three groups were statistically significant(F=57.086,118.079,P<0.05).Pearson linear correlation analysis showed that the N-MID OCN and 25-OH VitD levels were positively correlated with T value,SOS,and BQI in elderly patients with OP(r=0.398,0.617,0.769,0.752,0.500,0.654,P<0.05),and were negatively correlated with PHF and PMOF(r=-0.504,-0.534,-0.572,-0.662,P<0.05).The TP1NP,PTH,CROSSL levels were negatively correlated with T value,SOS and BQI(r=-0.745,-0.751,-0.634,-0.733,-0.728,-0.569,-0.709,-0.648,-0.611,P<0.05),and were positively correlated with PHF and PMOF(r=0.612,0.558,0.602,0.700,0.695,0.740,P<0.05).Conclusion:The bone metabolism indicators of elderly patients with OP are correlated significantly with ultrasound quantitative parameters and FRAX prediction,which can be used as an important scheme in clinical assessment for bone strength and fracture risk.

Objective:To explore the clinical application value of artificial intelligence（AI）-assisted training in enhancing the accuracy of nuchal translucency（NT）identification，standardization of measurement，and diagnostic efficacy for abnormalities among ultrasound residents.Methods:A retrospective collection of 300 standard fetal NT ultrasound images was conducted at the Center for Medical Ultrasound，Suzhou Hospital Affiliated of Nanjing Medical University from January 2018 to June 2024. The AI model performed NT measurements and diagnoses once. Four sonographers of different seniority levels（including two resident physicians）independently conducted NT measurements and diagnoses twice. Prior to the experiment，the middle-age and resident sonographers had uniformly completed traditional theory training. Following the first independent measurements，the two resident sonographers received additional AI-assisted training，after which all 4 sonographers performed the second independent measurements. A fetal medicine expert evaluated blindly all the results and compared the differences in NT recognition accuracy，measurement standard rate and diagnosis accuracy between the middle-age sonographer（traditional training only）and two resident sonographers（traditional + AI-assisted training）.Results:For the middle-aged sonographer who only received traditional lecture-based training，the accuracy of NT recognition，standardization rate of measurement，or diagnostic accuracy were not significantly improved befroe and after the training，and the diffrence was not statistically significant（ χ2=0.189，1.887，0.326；all P>0.05）. In contrast，the second-year resident（Resident 2）and first-year resident（Resident 1），who received both traditional lecture-based training and AI training，demonstrated some improvements in the accuracy of NT measurement site recognition，though the differences were not statistically significant（ χ2=1.301，2.418；all P>0.05）. However，both residents did significant improvements in the standardization rate of NT measurement（ χ2=25.768，17.035；all P<0.05）. In terms of diagnostic accuracy，Resident 1 did significant improvement（ χ2=10.180， P<0.05），while Resident 2 also did some improvement，though the difference was not statistically significant（ χ2=2.573， P>0.05）. Conclusions:The AI-assisted training system enhances the ability of ultrasound resident sonographers to recognize，measure，and diagnose NT，providing a novel and efficient training model for standardized residency training in ultrasound specialties.

Objective:To investigate the diagnostic value of fetal cardiac ultrasound view visualization in the first trimester for congenital heart disease（CHD）.Methods:A retrospective analysis was performed on 13 323 singleton fetuses who underwent first-trimester（11-13 +6 weeks）ultrasound screening at the Ultrasound Medicine Center，the Affiliated Suzhou Hospital of Nanjing Medical University from January 2018 to June 2024. Cardiac views including the four-chamber view（4CV），left ventricular outflow tract view（LVOT），and Results:The study group showed significantly higher rates of "poorly visualized" 4CV，LVOT，and 3VT than the control group（2.70% vs. 0.14%， P=0.005；36.49% vs. 4.76%， P<0.001；36.49% vs.2.46%， P<0.001）. The efficacies of combination 1（any view abnormal）and combination 2（any view "poorly visualized" or "abnormal"）were comparable，with AUCs of 0.86 and 0.85（ P=0.424）. The AUCs of combination 3（3VT "poorly visualized" or any view "abnormal"）and combination 4（4CV "poorly visualized" or any view "abnormal"）were 0.88 and 0.86（ P=0.424），all significantly higher than combination 5（LVOT "poorly visualized" or any view "abnormal"，AUC=0.84，all P<0.05）. Conclusions:"Poorly visualized" cardiac views in the first trimester demonstrate good diagnostic efficacy for CHD，particularly when 3VT or 4CV are affected，warranting heightened clinical vigilance for fetal cardiac anomalies.

Chorea-acanthocytosis (ChAc) is a rare, severe, and progressive hereditary neurodegenerative disease with a poor prognosis. The patient in this case was a 29-year-old female who presented with gradually worsening behavioral abnormalities and slurred speech as the main symptoms. Gene sequencing revealed a mutation in the VPS13A gene, leading to a diagnosis of"Chorea-acanthocytosis". This case report aims to improve the awareness among psychiatrists in distinguishing movement disorders and behavioral disorders. Combined with a literature review on the clinical manifestations, differential diagnosis, and genetic testing, this paper may help psychiatrists in early identification and accurate diagnosis of ChAc.

Chorea-acanthocytosis (ChAc) is a rare, severe, and progressive hereditary neurodegenerative disease with a poor prognosis. The patient in this case was a 29-year-old female who presented with gradually worsening behavioral abnormalities and slurred speech as the main symptoms. Gene sequencing revealed a mutation in the VPS13A gene, leading to a diagnosis of"Chorea-acanthocytosis". This case report aims to improve the awareness among psychiatrists in distinguishing movement disorders and behavioral disorders. Combined with a literature review on the clinical manifestations, differential diagnosis, and genetic testing, this paper may help psychiatrists in early identification and accurate diagnosis of ChAc.

Objective:To formulate a ladder type early activity program in order to provide a theoretical and practical basis for improving the current activity status of tumor patients with pulmonary embolism.Methods:This research was conducted experimentally. A total of 92 tumor patients diagnosed as pulmonary embolism from January 1, 2021 to March 31, 2022 in Sichuan Cancer Hospital were divided into control group and experimental group with 46 cases each by random number table method. In the control group, a routine activity program was carried out, and the patients were confined to bed for 7 days. The experimental group obtained the best evidence of early pulmonary embolism activity plan through evidence-based nursing, formed a nurse-led ladder type early pulmonary embolism activity team, and finally constructed and implemented the ladder type early activity plan. The mortality rate, new thrombosis in ICU for 3 days and 7 days, length of stay in ICU and patients′ comfort were compared between the two groups.Results:The mortality rates within 30 days after the diagnosis of pulmonary embolism were 4.35% (2/46) and 2.17% (1/46) respectively in the control group and the experimental group, with no significant difference between the two groups ( χ2=0.35, P>0.05). The rates of new thrombosis were 15.22% (7/46) and 26.09% (12/46) in the control group, and 4.35% (2/46) and 4.35% (2/46) in the experimental group, respectively at 3 and 7 days after ICU admission, with a significant difference between the two groups at 7 days after ICU admission ( χ2=8.43, P<0.05). The length of stay in ICU and the score of General Comfort Questionnaire (GCQ) were (15.74 ± 11.11) days and (64.30 ± 15.54) points in the experimental group, respectively, while those in the control group were (11.07 ± 5.63)days and (73.84 ± 11.73) points, respectively. The difference between the two groups was statistically significant ( t=-2.55, -3.32, both P<0.05). Conclusions:The evidence-based ladder type early activity program for patients with pulmonary embolism caused by tumor will not increase the mortality of patients, but can ensure the safety of patients, reduce the incidence of new thrombosis and the length of ICU stay, improve the comfort of patients during the treatment of pulmonary embolism. It is worthy of clinical application.

Atherosclerosis (AS) is a chronic and progressive arterial disease. It is an important cause of the occurrence and development of cardiovascular and cerebrovascular diseases. With the development of Traditional Chinese Medicine (TCM), TCM has many advantages in the therapy of AS, with less adverse reactions. Studies have shown that TCM can resist AS, and the mechanism mainly belongs to regulating lipid metabolism, anti-lipid peroxidation, anti-inflammation, anticoagulation, and protecting the structure and function of vascular endothelial cells. The mechanism of TCM for AS is warranted to be studied systematically, and the chemical components need to be further clarified.