Objective:To investigate the effect of 308-nm light-emitting diode (LED) phototherapy at escalating doses after autologous melanocyte transplantation on the repigmentation in patients with refractory stable vitiligo.Methods:A prospective, randomized, self-controlled trial was conducted. Twelve patients with refractory stable vitiligo (a total of 17 skin lesions) were collected from the Department of Dermatology, People's Hospital of Xinjiang Uygur Autonomous Region from November 2023 to September 2024. Autologous cultured melanocyte transplantation was performed. One week after the inner layer of petrolatum gauze had fallen off, each white patch was bisected by the midline and randomly divided into a test group and a control group; both groups received 308-nm LED light irradiation at an initial dose of 50 mJ/cm 2; then, the test group received a slow (5%) dose escalation, while the control group received a quick (10%) dose escalation. The repigmentation outcomes, clinical efficacy and safety were observed at 1, 3, and 6 months after the start of phototherapy. Results:A total of 12 patients with refractory stable vitiligo were collected, including 3 males and 9 females, aged 5 to 59 (29.4 ± 19.6) years. At 1 month after phototherapy, there was no significant difference in the vitiligo repigmentation area score between the test group and the control group ( P = 0.666) ; at 3 months after phototherapy, the vitiligo repigmentation area score was significantly higher in the test group (54.45 [5.17, 85.50] points) than in the control group (39.75 [4.52, 65.05] points, Z = -2.51, P = 0.012) ; at 6 months after phototherapy, no significant difference in the vitiligo repigmentation area score was observed between the two groups ( P = 0.11). In the test group, the marked response rate increased from 41.18% (7/17) at 1 month to 58.82% (10/17) and 58.82% (10/17) at 3 and 6 months after treatment, respectively; in the control group, it increased from 29.41% (5/17) at 1 month to 35.29% (6/17) and 47.06% (8/17) at 3 and 6 months after treatment, respectively. At 1 month after treatment, the response rate was 58.82% (10/17) in the test group, and 64.71% (11/17) in the control group, which both increased to 70.59% (12/17) at 3 and 6 months after treatment. There were no significant differences in the marked response rates or response rates between the two groups at different time points after treatment (all P > 0.05). The maximum dose of 308-nm LED light was 106.0 (87.0, 152.5) mJ/cm 2 in the test group, and 219.0 (200.5, 268.5) mJ/cm 2 in the control group; the total accumulated dose of 308-nm LED light was 2 101.0 (1 865.0, 2 270.5) mJ/cm 2 in the test group, and 3 411.0 (2 683.5, 4 016.5) mJ/cm 2 in the control group. Blisters occurred in 3 lesions (17.6%) in the control group, while no adverse reactions were observed in the test group. Seven patients (58.3%) preferred the low-dose escalation irradiation protocol in the test group. Conclusion:Autologous melanocyte transplantation combined with 308-nm LED phototherapy initiated at a minimum dose and followed by a 5% dose-escalation irradiation protocol exhibited comparable efficacy but superior safety profiles compared with a conventional 10% dose-escalation irradiation protocol in the treatment of refractory stable vitiligo.

With the emergence of deep learning techniques based on convolutional neural networks, artificial intelligence (AI) has driven transformative developments in the field of medical image analysis. Recently, large language models (LLMs) such as ChatGPT have also started to achieve distinction in this domain. Increasing research shows the undeniable role of AI in reshaping various aspects of medical image analysis, including processes such as image enhancement, segmentation, detection in image preprocessing, and postprocessing related to medical diagnosis and prognosis in clinical settings. However, despite the significant progress in AI research, studies investigating the recent advances in AI technology in the aforementioned aspects, the changes in research hotspot trajectories, and the performance of studies in addressing key clinical challenges in this field are limited. This article provides an overview of recent advances in AI for medical image analysis and discusses the methodological profiles, advantages, disadvantages, and future trends of AI technologies.
Artificial Intelligence ; Humans ; Image Processing, Computer-Assisted/methods* ; Neural Networks, Computer ; Deep Learning ; Diagnostic Imaging/methods*

Objective To investigate the effect of the rs3765467 polymorphism of glucagon-like peptide-1 receptor(GLP-1R)gene on the efficacy of Liraglutide(Lir)in patients with type 2 diabetes mellitus(T2DM)and metabolic associated fatty liver disease(MAFLD).Methods A total of 281 patients with T2DM from May 2022 to May 2023 were selected,including 125 patients with simple T2DM(T2DM group)and 156 patients with T2DM combined with MAFLD(T2DM+MAFLD group).120 healthy individuals during the same period were selected as the control(NC)group.The related indexes of glucose and lipid metabolism were detected.The polymorphism of GLP-1R gene rs3765467 was detected.Results BMI,FPG,HbA1c,HOMA-IR and TG in each group increased in turn(P<0.05),while the distribution frequency of genotype GG and allele G decreased in turn(P<0.05).TC and LDL-C in T2DM and T2DM+MAFLD groups were higher than those in NC group(P<0.05).TC and TG levels in genotype GA/AA patients were significantly higher than those in genotype GG patients(P<0.05).Compared with before treatment,the levels of BMI,FPG,HbA1c,HOMA-IR,TC,TG and LDL-C in T2DM patients with MAFLD were significantly decreased after Lir treatment(P<0.05).There was no significant difference in BMI and related indexes of glucose and lipid metabolism in GG and GA/AA patients before and after Lir treatment(P>0.05).Conclusions The distribution frequency of GG and G allele at rs3765467 of GLP-1R gene is reduced in T2DM patients with MAFLD.The carrying of allele A was associated with increased TC and TG levels,but did not affect the efficacy of Lir in reducing weight and improving glycolipid metabolism.

Objective:To investigate the effect of 308-nm light-emitting diode (LED) phototherapy at escalating doses after autologous melanocyte transplantation on the repigmentation in patients with refractory stable vitiligo.Methods:A prospective, randomized, self-controlled trial was conducted. Twelve patients with refractory stable vitiligo (a total of 17 skin lesions) were collected from the Department of Dermatology, People's Hospital of Xinjiang Uygur Autonomous Region from November 2023 to September 2024. Autologous cultured melanocyte transplantation was performed. One week after the inner layer of petrolatum gauze had fallen off, each white patch was bisected by the midline and randomly divided into a test group and a control group; both groups received 308-nm LED light irradiation at an initial dose of 50 mJ/cm 2; then, the test group received a slow (5%) dose escalation, while the control group received a quick (10%) dose escalation. The repigmentation outcomes, clinical efficacy and safety were observed at 1, 3, and 6 months after the start of phototherapy. Results:A total of 12 patients with refractory stable vitiligo were collected, including 3 males and 9 females, aged 5 to 59 (29.4 ± 19.6) years. At 1 month after phototherapy, there was no significant difference in the vitiligo repigmentation area score between the test group and the control group ( P = 0.666) ; at 3 months after phototherapy, the vitiligo repigmentation area score was significantly higher in the test group (54.45 [5.17, 85.50] points) than in the control group (39.75 [4.52, 65.05] points, Z = -2.51, P = 0.012) ; at 6 months after phototherapy, no significant difference in the vitiligo repigmentation area score was observed between the two groups ( P = 0.11). In the test group, the marked response rate increased from 41.18% (7/17) at 1 month to 58.82% (10/17) and 58.82% (10/17) at 3 and 6 months after treatment, respectively; in the control group, it increased from 29.41% (5/17) at 1 month to 35.29% (6/17) and 47.06% (8/17) at 3 and 6 months after treatment, respectively. At 1 month after treatment, the response rate was 58.82% (10/17) in the test group, and 64.71% (11/17) in the control group, which both increased to 70.59% (12/17) at 3 and 6 months after treatment. There were no significant differences in the marked response rates or response rates between the two groups at different time points after treatment (all P > 0.05). The maximum dose of 308-nm LED light was 106.0 (87.0, 152.5) mJ/cm 2 in the test group, and 219.0 (200.5, 268.5) mJ/cm 2 in the control group; the total accumulated dose of 308-nm LED light was 2 101.0 (1 865.0, 2 270.5) mJ/cm 2 in the test group, and 3 411.0 (2 683.5, 4 016.5) mJ/cm 2 in the control group. Blisters occurred in 3 lesions (17.6%) in the control group, while no adverse reactions were observed in the test group. Seven patients (58.3%) preferred the low-dose escalation irradiation protocol in the test group. Conclusion:Autologous melanocyte transplantation combined with 308-nm LED phototherapy initiated at a minimum dose and followed by a 5% dose-escalation irradiation protocol exhibited comparable efficacy but superior safety profiles compared with a conventional 10% dose-escalation irradiation protocol in the treatment of refractory stable vitiligo.

Objective To investigate the effect of the rs3765467 polymorphism of glucagon-like peptide-1 receptor(GLP-1R)gene on the efficacy of Liraglutide(Lir)in patients with type 2 diabetes mellitus(T2DM)and metabolic associated fatty liver disease(MAFLD).Methods A total of 281 patients with T2DM from May 2022 to May 2023 were selected,including 125 patients with simple T2DM(T2DM group)and 156 patients with T2DM combined with MAFLD(T2DM+MAFLD group).120 healthy individuals during the same period were selected as the control(NC)group.The related indexes of glucose and lipid metabolism were detected.The polymorphism of GLP-1R gene rs3765467 was detected.Results BMI,FPG,HbA1c,HOMA-IR and TG in each group increased in turn(P<0.05),while the distribution frequency of genotype GG and allele G decreased in turn(P<0.05).TC and LDL-C in T2DM and T2DM+MAFLD groups were higher than those in NC group(P<0.05).TC and TG levels in genotype GA/AA patients were significantly higher than those in genotype GG patients(P<0.05).Compared with before treatment,the levels of BMI,FPG,HbA1c,HOMA-IR,TC,TG and LDL-C in T2DM patients with MAFLD were significantly decreased after Lir treatment(P<0.05).There was no significant difference in BMI and related indexes of glucose and lipid metabolism in GG and GA/AA patients before and after Lir treatment(P>0.05).Conclusions The distribution frequency of GG and G allele at rs3765467 of GLP-1R gene is reduced in T2DM patients with MAFLD.The carrying of allele A was associated with increased TC and TG levels,but did not affect the efficacy of Lir in reducing weight and improving glycolipid metabolism.

Objective:This study aims to explore the current situation of scientific and technological achi evements transformation in district and county-level medical institutions, by analyzing 102 successfully transformed patents from a distric level III comprehensive hospital.Methods:Based on the hospital′s scientific and technological transformation registration data, this study comprehensively utilized patent databases and enterprise inquiry platforms, employing EXCEL and SPSS AU software for analysis.Results:Utility model patents predominate, primarily transformed through patent (application) right transfers, the average contract amount was 42 690 yuan and a relatively long transformation cycle. Female inventors and those under 50 years old account for a high proportion, with nurses being the most common first inventors of patents. Collaborating enterprises were mainly local hospitals, startups, as well as science and technology promotion and application service enterprises.Conclusions:District and county-level medical institutions face many challenges in transforming technological achievements. However, by deeply exploring clinical needs, developing differentiated training and support strategies, and focusing on key partner enterprises, it is possible to promote high-quality and sustainable technological achievement transformation.

Objective:This study aims to explore the current situation of scientific and technological achi evements transformation in district and county-level medical institutions, by analyzing 102 successfully transformed patents from a distric level III comprehensive hospital.Methods:Based on the hospital′s scientific and technological transformation registration data, this study comprehensively utilized patent databases and enterprise inquiry platforms, employing EXCEL and SPSS AU software for analysis.Results:Utility model patents predominate, primarily transformed through patent (application) right transfers, the average contract amount was 42 690 yuan and a relatively long transformation cycle. Female inventors and those under 50 years old account for a high proportion, with nurses being the most common first inventors of patents. Collaborating enterprises were mainly local hospitals, startups, as well as science and technology promotion and application service enterprises.Conclusions:District and county-level medical institutions face many challenges in transforming technological achievements. However, by deeply exploring clinical needs, developing differentiated training and support strategies, and focusing on key partner enterprises, it is possible to promote high-quality and sustainable technological achievement transformation.

Objective To evaluate the application value of the three-point localization method in improving the quality and efficiency of four-chamber view acquisition in cardiac magnetic resonance(CMR)imaging.Methods A total of 215 patients who underwent four-chamber view in CMR imaging from January 2022 to October 2023 were retrospectively enrolled and divided into two groups.The control group(n=109)received traditional localization method while the study group(n=106)received three-point localization method.The image quality of mitral valve,tricuspid valve and cruciform structure in four-chamber view images were assessed by two radiologists using a Likert 4-piont scale.The time-consumption from scout imaging to the finish of four-chamber view imaging was recorded.Constituent data and numeral data were compared by Chi-square test and two-sample t test,respectively.Kappa test was used to analyze the inter-observer consistency.Results There were no significant inter-group differences in gender,age,disease profile,or the radiographers'experience.The mean quality scores of the mitral valve,tricuspid valve and cruciform structure in the control group and the study group were 3.44±0.64 and 3.63±0.49(P=0.023),3.43±0.67 and 3.53±0.60(P=0.202),3.71±0.49 and 3.83±0.35(P=0.047),respectively.The image quality score was higher in the study group than in the control group,with the differences in mitral valve and cruciform structure reaching statistical significance.The time-consumption for obtaining four-chamber view for the control group and the study group was 11.67±3.49 minutes and 7.212±1.83 minutes,respectively,with statistically significant differences(P＜0.001).Conclusion Compared with the traditional localization method,the three-point localization method provides better image quality in four-chamber view imaging with shortened imaging time.

Objective To investigate the value of abdominal aortic combined with routine one-stop triple rule-out computed tomography angiography(TRO-CTA)in the examination of patients with acute chest pain.Methods A total of 1 482 patients with nontraumatic chest pain were included in this retrospective study.Of them 414 patients underwent the conventional TRO-CTA scanning while 1 068 patients underwent TRO-CTA that included the abdominal aorta(TRO-CTAwAA)under the request of clinicians.All scanning parameters were the same,except the scanning range for the third phase in TRO-CTA:conventional TRO-CTA covered only the thoracic aorta,while TRO-CTAwAA extended to the entire aorta.Patient etiology was investigated and the detection rates of major vessel abnormalities(aortic dissection,aneurysm,penetrating ulcer,intramural hematoma,vascular occlusion,and thrombosis)between the two groups was compared using chi square tests.The radiation dose(CTDIvol and DLP)and scanning time between the two groups were compared using analysis of variance(ANOVA).Results The TRO-CTAwAA had significantly higher detection rate of major artery abnormalities than the TRO-CTA group(35.1％vs.4.8％,P＜0.001).In the TRO-CTAwAA group,26.5％of the vascular anomalies were detected in both the thoracic and abdominal aortas,and another 8.6％were seen only in the abdominal aorta.With regard to the radiation dose between the two groups,the total DLP was significantly higher in the TRO-CTAwAA group than in the conventional TRO-CTA group(P＜0.001).The two groups did not significantly differ in scanning time(P=0.410).Conclusion TRO-CTA with scan range including the abdominal aorta significantly improves the detection rate for major vessel abnormalities in patients with chest pain without increasing the examination process.

Objective To evaluate the relationship between the pericoronary fat attenuation index(FAI)and the image reconstruction parameters of computed tomography(CT)coronary angiography,including reconstruction kernel,iterative reconstruction algorithm and image thickness.Methods Forty-four CT coronary angiography scans were prospectively enrolled.All scans were reconstructed by three means as follows:① Four different kernels(Soft_AA,Soft_BA,Soft_CA,and Soft_DA,sharpness from low to high)as the iterative reconstruction algorithm(KARL5)and image thickness(0.5 mm)remained unchanged.② Filtered back projection(FBP)and iterative reconstruction kernel(KARL5)as the kernel and image thickness(0.5 mm)remained unchanged.③ Different image thickness(0.5 mm and 1 mm)as the kernel(Soft_AA)and iterative reconstruction algorithm(KARL5)remained unchanged.The FAI of left anterior descending artery(LAD),left circumflex artery(LCX),and right coronary artery(RCA)was calculated using a dedicated software.Paired t-test and analysis of variance were used for statistical analysis.Results For LAD,LCX and RCA:① The differences of FAI among different reconstruction kernels reached statistical significance(P＜0.001),and FAI decreased as the sharper kernel was used.③ Compared with FBP,the FAI of KARL5-reconstructed images significantly increased(P＜0.001).③ Compared with 0.5 mm,the FAI of images with 1.0 mm thickness significantly decreased(P＜0.001).Conclusion The kernel,iterative reconstruction algorithms,and image thickness all have a significant impact on the FAI of each coronary artery.When using FAI for clinical diagnosis,the effect of CT reconstruction parameters should be taken into account.