Objective:To improve the perception of computed tomography(CT)images in detecting fine fracture through multi-task network of global attention,and to realize the detection of the target of fine fracture at case level through multi-task,and to quickly and accurately identify and locate fracture from a large number of CT images,so as to assist doctors to timely conduct treatment.Methods:A grouped Non-local network method was introduced to calculate the remote dependency relationship between each position of CT image continuous sections and channel.A single-stage detector of multi-objective detection model three dimension(3D)RetinaNet was integrated with the medical image semantic segmentation architecture(3D U-Net).A end-to-end multi-task 3D convolutional network was realized,which realized the detection of case level for fine fracture through multi-task collaboration.Select 600 CT scan images from the Rib Frac Dataset of rib fractures provided by the MICCAI 2020 Challenge,and they were divided into training set(500 cases)and test set(100 cases)as the ratio of 5:1 to test the precise performance of multi-task 3D convolutional network.Results:The precise performance of multi-task 3D convolutional network method was better than that of single-task FracNet,3D RetinaNet and 3D Retina U-Net in detection,which average precision was respectively higher 7.8%and 11.4%than 3D RetinaNet and 3D Retina U-Net.It was better than two kinds of single-task network detection method included 3D Faster R-CNN and 3D Mask R-CNN,and the average precision of that was respectively higher 6.7%and 3.1%than them.Conclusion:The integrated different modules of global attention multi-task network can improve the detection performance of fine fracture.The introduction of grouped Non-local network method can further improve the precise performance for the targets of fine fractures in detection.

Objective:This study aimed to analyze the genomic characteristics of Varicella-Zoster Virus (VZV) strains circulating in Jilin province from 2010 to 2023.Methods:Vesicle fluid from 78 sporadic cases with VZV infection were collected in Jilin province from 2010 to 2023, after detecting by Real-time PCR, 26 specimens (CT<25) were detected by PCR. Open reading frame 22(ORF22), ORF38 and ORF62 were amplified and analyzed. Genotyping was confirmed by SNPs ORF22 (37902, 38019, 38055, 38081 and 38177) and ORF38 (69424). Vaccine strains were indentified from wild-type strains according to ORF38 (69349) and ORF62 (106262, 107252, and 108111). Sequences were analyzed by homologous comparison and phylogenetic analysis.Results:The comparison with Dumas sequence revealed that SNPs (37902, 38055, 38081 and 38177) in ORF22 and ORF38 (69424) have mutations similar to the pOka strain, which belong to clade 2. Compared to the Dumas and Baike strains, all 26 samples were wild-type strains. JL2016-4 strain changes from threonine to asparaginyl at position 38059, JL2021-4 strain changes from arginine to proline at position 37933, from aspartic acid to tyrosine at position 37935, and from aspartic acid at base 38031 to tyrosine. JL2023-1 strain changes from arginine to leucine at position 37933.Conclusions:VZV has been prevalent for 14 years in Jilin province. The main epidemic strains belong to the clade 2. We should strengthen the monitoring of VZV outbreaks and raise the coverage rate of VZV vaccination.

Objective:To investigate the major considerations of domestic orthopaedic trauma surgeons in China when they diagnose and treat Mason type Ⅱ radial head fractures.Methods:A questionnaire survey was conducted from January 15, 2022 to January 16, 2022 using the convenience sampling method among domestic orthopedic trauma surgeons in China. The survey covered the surgeons' basic information, evaluation of Mason type Ⅱ radial head fractures, treatment preferences, and surgical indications recognized.Results:The present survey retrieved 474 eligible questionnaires. 358 surgeons (75.5%, 358/474) believed that the Morrey modified classification for Mason type Ⅱ radial head fracture could properly guide their diagnosis and treatment. 460 surgeons (97.0%, 460/474) believed that diagnosis of the fracture should be based on a combination of elbow X-ray and elbow CT examinations. Young age (80.2%, 380/474), dominant side involvement (66.2%, 314/474), concomitant ipsilateral upper limb injury (78.7%, 373/474), large fracture displacement (67.7%, 321/474), separation of fracture fragments from the main bone (91.6%, 434/474), and fracture involvement area >30% (81.6%, 387/474) were the main factors considered by the orthopedic trauma surgeons when they chose surgical treatment. Large fracture displacement (71.7%, 340/474), especially large articular steps (83.5%, 443/474), separation of fracture fragments from the main bone (75.9%, 360/474), and limited forearm rotation or joint clicking (82.7%, 392/474) found during physical examination were recognized as surgical indications for Mason type Ⅱ fracture by orthopedic trauma surgeons.Conclusion:Domestic orthopedic trauma surgeons in China prefer surgical treatment for Mason type Ⅱ radial head fractures with loss of cortical contact and large displacement, especially large articular steps.

Objective:To investigate the current status and developing trends of study of adult radial head fracture and its treatment.Methods:The literature related to radial head fracture from January 2010 to September 2022 was reviewed through Web of science database. A bibliometric method and visualization software were used to study all the data collected and the 100 most-cited studies related to the treatment of radial head fracture to understand the research status, related cooperation, research trends and research hotspots in the field of adult radial head fracture.Results:A total of 387 studies were included, with a citation frequency of 4,982 times, an average citation frequency of 12.9 times for each study, and an H index of 36. The most studies were published in 2020 (38 studies). The citation frequency increased year by year, reaching the highest (783 times) in 2019. For the 100 most-cited studies, the citation frequency was 2,235 times, and the average citation frequency was 22.4 times for each study. The United States (100 studies), Harvard University (30 studies), Journal of Shoulder and Elbow Surgery (69 studies), and Ring D (19 studies) were, respectively, the most contributing country/region, institution, journal, and author. The country/region, institution, and author that participated the most in the collaboration were, respectively, the United States, Amphia Hospital, and Eygendaal D. Radial head fractures of Mason types Ⅱ and Ⅲ and combined with other elbow fractures and dislocations have attracted the intense attention since 2010. The current research hotspots are combined injuries and radial head prosthesis. Conclusion:Analysis of the bibliometric characteristics of the literature related to adult radial head fracture since 2010 displays the current research status and research hotspots to help following researchers to fully understand the historical development and recent hotspots in the field of adult radial head fracture.

Objective:To compare the outcomes of isolated Mason type Ⅱ radial head fracture between operative and non-operative treatments.Methods:A retrospective study was conducted to analyze the data of patients who had been treated for isolated Mason type Ⅱ radial head fracture either operatively or nonoperatively at Department of Trauma and Orthopaedics, Beijing Jishuitan Hospital, Capital Medical University from January 2017 to October 2020. The patients were divided into a non-operative group and an operative group according to their treatment method. After 1:1 propensity score matching method was used to match the patients in the 2 groups, a total of 58 pairs of patients were successfully matched. In the operative group, there were 24 males and 34 females with a mean age of (40±14) years and a body mass index of (23.7±3.4) kg/m 2; in the non-operative group, there were 22 males and 36 females with a mean age of (42±13) years and a body mass index of (23.5±3.9) kg/m 2. Elbow flexion-extension, forearm rotation, Mayo elbow performance score (MEPS), Quick-disabilities of the arm, shoulder and hand (q-DASH) score and complications were compared between the 2 groups. Results:There was no significant difference in the baseline data between the 2 groups, indicating comparability ( P>0.05). All the patients were followed up for (24±9) months. At the last follow up in the operative and the non-operative groups, respectively, the elbow flexion-extension was 134° (132°, 136°) and 134°(131°, 136°), the forearm rotation 176° (174°, 179°) and 178° (175°, 179°), the MEPS 100 (100, 100) and 100 (100, 100), the q-DASH score 0 (0, 0) and 0 (0, 0), showing no significant differences between the 2 groups in the above items ( P>0.05). Elbow pain was reported respectively in 4 (6.9%) and 6 (10.3%) patients in the operative and non-operative groups, showing no significant difference between the 2 groups ( P>0.05). Conclusion:The outcomes of operative and non-operative treatments of isolated Mason type Ⅱ radial head fracture are comparable.

Objective:To examine the effectiveness of revascularization of the deep femoral artery and its inflow vessels to treat critical limb ischemia in patients with thromboangiitis obliterans (TAO).Methods:The clinical data of 9 TAO patients with critical limb ischemia who underwent deep femoral artery and its inflow revascularization from January 2018 to October 2020 at Department of Vascular Surgery, the First Medical Center, People′s Liberation Army General Hospital were retrospectively analyzed.There were all males, aged from 26 to 50 years with onset time from 1 to 7 years.All patients had severe rest pain, and 4 had ischemic ulcers or gangrene.All patients had occlusion of the deep femoral artery origins and(or) its inflow tracts, including 2 ipsilateral common iliac artery occlusion, 4 ipsilateral external iliac artery occlusion, 7 common femoral artery occlusion, and 8 deep femoral artery origins, without the involvement of the contralateral common femoral artery or its inflow tracts.Surgical procedures included femoral endarterectomy with thrombectomy, merge suture, and bypass.Technical success rate, rest pain relief, ulcer healing, patency, amputation rate, and long-term prognosis were recorded.Results:The overall technical success rate was 9/9, including 8 femoral endarterectomies with thrombectomy (with 4 patch-angioplasty with the great saphenous vein, 1 merge suture, and 3 simple sutures), 4 femoral-femoral bypasses with artificial vessels, and 1 superficial femoral artery bypass with the great saphenous vein.Rest pain disappeared after the operation immediately.The follow-up time was 10 to 44 months.All patients survived.The semi-annual patency rate was 9/9, and the one-year patency rate was 6/8.Except for one patient with significantly reduced but unhealed dorsalis ulcer up to now due to continuous heavy tobacco exposure after surgery, all others had no rest pain occurred or recurrence of foot ulcers during the follow-up.Among the 8 patients, 3 cases with recent claudication had continuous moderate tobacco exposure (10 to 20 cigarettes per day or severe passive smoking).Conclusions:For patients with thromboangiitis obliterans involved in the deep femoral artery or its inflow vessels, revascularization should be the primary choice and a good long-term prognosis is promising.Postoperative tobacco exposure (including passive smoking) is of great impact on the prognosis of TAO patients, and smoking cessation education must be reemphasized and reinforced.

Objective:To examine the effectiveness of revascularization of the deep femoral artery and its inflow vessels to treat critical limb ischemia in patients with thromboangiitis obliterans (TAO).Methods:The clinical data of 9 TAO patients with critical limb ischemia who underwent deep femoral artery and its inflow revascularization from January 2018 to October 2020 at Department of Vascular Surgery, the First Medical Center, People′s Liberation Army General Hospital were retrospectively analyzed.There were all males, aged from 26 to 50 years with onset time from 1 to 7 years.All patients had severe rest pain, and 4 had ischemic ulcers or gangrene.All patients had occlusion of the deep femoral artery origins and(or) its inflow tracts, including 2 ipsilateral common iliac artery occlusion, 4 ipsilateral external iliac artery occlusion, 7 common femoral artery occlusion, and 8 deep femoral artery origins, without the involvement of the contralateral common femoral artery or its inflow tracts.Surgical procedures included femoral endarterectomy with thrombectomy, merge suture, and bypass.Technical success rate, rest pain relief, ulcer healing, patency, amputation rate, and long-term prognosis were recorded.Results:The overall technical success rate was 9/9, including 8 femoral endarterectomies with thrombectomy (with 4 patch-angioplasty with the great saphenous vein, 1 merge suture, and 3 simple sutures), 4 femoral-femoral bypasses with artificial vessels, and 1 superficial femoral artery bypass with the great saphenous vein.Rest pain disappeared after the operation immediately.The follow-up time was 10 to 44 months.All patients survived.The semi-annual patency rate was 9/9, and the one-year patency rate was 6/8.Except for one patient with significantly reduced but unhealed dorsalis ulcer up to now due to continuous heavy tobacco exposure after surgery, all others had no rest pain occurred or recurrence of foot ulcers during the follow-up.Among the 8 patients, 3 cases with recent claudication had continuous moderate tobacco exposure (10 to 20 cigarettes per day or severe passive smoking).Conclusions:For patients with thromboangiitis obliterans involved in the deep femoral artery or its inflow vessels, revascularization should be the primary choice and a good long-term prognosis is promising.Postoperative tobacco exposure (including passive smoking) is of great impact on the prognosis of TAO patients, and smoking cessation education must be reemphasized and reinforced.

The outbreak of pneumonia caused by novel coronavirus (COVID-19) at the end of 2019 was a major public health emergency in human history. In a short period of time, Chinese medical workers have experienced the gradual understanding, evidence accumulation and clinical practice of the unknown virus. So far, National Health Commission of the People's Republic of China has issued seven trial versions of the "Guidelines for the Diagnosis and Treatment of COVID-19". However, it is difficult for clinicians and laymen to quickly and accurately distinguish the similarities and differences among the different versions and locate the key points of the new version. This paper reports a computer-aided intelligent analysis method based on machine learning, which can automatically analyze the similarities and differences of different treatment plans, present the focus of the new version to doctors, reduce the difficulty in interpreting the "diagnosis and treatment plan" for the professional, and help the general public better understand the professional knowledge of medicine. Experimental results show that this method can achieve the topic prediction and matching of the new version of the program text through unsupervised learning of the previous versions of the program topic with an accuracy of 100%. It enables the computer interpretation of "diagnosis and treatment plan" automatically and intelligently.
Betacoronavirus ; China ; Coronavirus Infections ; diagnosis ; therapy ; Humans ; Machine Learning ; Pandemics ; Pneumonia, Viral ; diagnosis ; therapy ; Practice Guidelines as Topic

Objective To investigate the characteristics and the enhanced patterns of carotid plaque using contrast-enhanced ultrasound (CEUS) and patients with cerebral infarction.Methods The patients with carotid plaque were divided into two groups according to whether they had cerebral infarction:54 patients (62 plaques with CEUS) with cerebral infarction were included in group A,and 48 patients (54 plaques with CEUS) without cerebral infarction were included in group B.The plaques were divided into four grades according to the degree of plaque enhancement.According to the source of intraplaque contrast agents,plaque enhancement patterns were divided into adventitia enhancement,lumen enhancement and mixed enhancement.To analyze the degree and pattern of carotid plaque enhancement in the two groups.Results Carotid plaque enhancement in cerebral infarction group was mainly grade 3 (26/62) and grade 4 (22/62),while that in non-cerebral infarction group was mainly grade 2 (20/54) and grade 3 (20/54).There was significant difference between the two groups in the proportion of carotid plaque enhancement of grade 2 (P =0.019) and grade 4 (P =0.041).The proportion of plaque adventitia enhancement model in group A(27/59) was lower than that in group B (37/50),with statistically significant difference (P =0.003).While the proportion of mixed enhancement mode in group A was significantly higher than that in group B (P =0.003).Conclusions The enhancement of carotid plaque was obvious in cerebral infarction patients,and the mixed enhancement pattern was more common.It suggested that the communication between vascular cavity and plaque might be an important factor leading to cerebral infarction.

Objective To study on the relationship between the serum level of highsensitivity c-reaction protein (hs-CR),matrix metalloproteinase 9 (MMT-9),tissue inhibitor of metalloproteinase 1 (TIMP-1) and carotid plaque stability in elderly people.Methods According to the carotid ultrasonography examination,120 old people were divided into vulnerable plaque group (group A,n =45),stable plaque group (group B,n =41) and no plaque group (group C,n =34),and serum levels of hs-CRP,MMP-9,TIMP-1 in each group were also detected.Results The serum levels of hs-CRP and MMP-9 of unstable plaque group and stable plaque group were higher than those of non-plaque group (P ＜ 0.05).hsCRP and MMP-9 were positively correlated with carotid plaque unstability,while TIMP-1 was negatively correlated with carotid plaque unstability,hs-CRP,MMP-9 and TIMP-1 were independent risk factors for carotid plaque stability.Conclusions Serum levels of hs-CRP,MMP-9 and TIMP-1 are closely related to the stability of carotid plaque.Elevated levels of hs-CRP and MMP-9 increase the risk of carotid plaque,and elevated levels of TIMP-1 decrease the risk of carotid plaque.