Objective To observe the value of cervical lymph node ultrasound network model based on deep learning(DL)for diagnosing cervical lymph node metastasis of papillary thyroid carcinoma(PTC).Methods Totally 444 PTC patients with suspected cervical lymph node enlargement on ultrasonography were retrospectively enrolled and divided into metastasis group(n=253)and non-metastasis group(n=191)based on fine needle aspiration pathology and thyroglobulin detection.And 1 754 cervical lymph node ultrasonic images were divided into training set(n=1 404),validation set(n=175)and test set(n=175)at the ratio of 8∶1∶1.Ultrasonic features of cervical lymph nodes were extracted,then ultrasound network model was established using DL,and the diagnostic efficacy of this model for diagnosing lymph node metastasis was analyzed.Results The sensitivity,specificity,accuracy and area under the curve of ultrasound network model for diagnosing cervical lymph node metastasis of PTC was 93.06％,97.05％,95.04％and 0.858 in validation set,which was 86.14％,78.67％,88.49％and 0.828 in test set,respectively.Conclusion Cervical lymph node ultrasound network model based on DL was helpful for diagnosing cervical lymph node metastasis of PTC.

Objective To observe the value of cervical lymph node ultrasound network model based on deep learning(DL)for diagnosing cervical lymph node metastasis of papillary thyroid carcinoma(PTC).Methods Totally 444 PTC patients with suspected cervical lymph node enlargement on ultrasonography were retrospectively enrolled and divided into metastasis group(n=253)and non-metastasis group(n=191)based on fine needle aspiration pathology and thyroglobulin detection.And 1 754 cervical lymph node ultrasonic images were divided into training set(n=1 404),validation set(n=175)and test set(n=175)at the ratio of 8∶1∶1.Ultrasonic features of cervical lymph nodes were extracted,then ultrasound network model was established using DL,and the diagnostic efficacy of this model for diagnosing lymph node metastasis was analyzed.Results The sensitivity,specificity,accuracy and area under the curve of ultrasound network model for diagnosing cervical lymph node metastasis of PTC was 93.06％,97.05％,95.04％and 0.858 in validation set,which was 86.14％,78.67％,88.49％and 0.828 in test set,respectively.Conclusion Cervical lymph node ultrasound network model based on DL was helpful for diagnosing cervical lymph node metastasis of PTC.

Objective:To provide evidences on optimizing enrollment work of medical universities through identifying main factors that students considered when choosing medical universities.Methods:A Web-based questionnaire survey of 2 526 newly admitted health professions students were conducted by general survey. The questionnaire was self-designed according to literature and enrollment work practices, mainly including the basic information of students, the main influencing factors for choosing universities and majors, and the needs of enrollment promotion. Descriptive analysis, and Chi-square tests or Fisher's exact tests were conducted to analyze the data using Stata SE 14.0.Results:A total of 2 384 students participated in the survey, leading to a response rate of 94.38% (2 384/2 526). When selecting universities to study, the first five ranked factors were comprehensive strength of university, graduates' employability and university employment support, strength of distinctive disciplines, university culture, and opportunities for scientific research training. Participants who chose "very important" or "important" for these factors accounted for 94.25% (2 247/2 384), 90.52% (2 158/2 384), 89.77% (2 140/2 384), 89.26% (2 128/2 384), and 88.21% (2 103/2 384), respectively. Meanwhile, different types of participants attached different importance to these factors.Conclusions:Although enrollment strategies play an important role in enrollment competition, their effectiveness root in comprehensive university strength. The collaboration between universities and high schools should be enhanced in order to provide lectures and guidance on high school students' cognition of medical career in advance. The focus of enrollment advertising should match information appeals of different types of students. Furthermore, methods that meet the characteristics of high school students should be utilized to substantively promote the effect of enrollment advertising.

Vertebral artery hypoplasia(VAH)may lead changes of hemodynamic status in the posterior circulation,promote occurrence of intracranial atherosclerotic disease and formation of thrombi,hence result in hypoperfusion and infarction in posterior circulation cerebral tissue,which is potentially associated with posterior circulation cerebral vascular degeneration,vertebral artery dissection,cardiac disease and so on,also is a risk factor for posterior circulation infarction(PCI).The progresses of imaging researches revealing the association between VAH and PCI were reviewed in this article.

Objective:To analyze employment status and its tendency of eight-year program clinical medical graduates and explore its implications to talent cultivation using employment data from a university in Beijing.Methods:Descriptive analysis was used in this study. Indicators that were analyzed included quantity of employment, employment rate, employment region and specialty.Results:Between 2009 and 2021, a total of 2 281 eight-year clinical medical students graduated in the university. Among them, 2 188 (96.0%) of them were employed in the year of graduation. On average, 90.8% (2 034/2 241) of them were employed by medical institutions although the percentage decreased over years. A majority of them chose to work in economically developed provinces of eastern China. Those chose to work in Beijing accounted for 78.7% (1 723/2 188), the highest percentage among all provinces. The top two specialties of choice were surgery and internal medicine, which respectively accounted for 33.0% (753/2 281) and 24.4% (557/2 281). Only a few of them chose to study some specialties that were challenged by a serious shortage of physicians, including pediatrics, mental diseases and mental health.Conclusion:Although the employment status of eight-year clinical medical graduates are good, it is still necessary to pay attention to the new tendency of employment, and further improve training scheme. Meanwhile, more guidance on choice of secondary specialties are needed to build a competent talent team for specialty development. Finally, education of curriculum iedology and politics should be strengthened to encourage them to work in specialties and remote provinces that face a serious shortage of physicians.

Objective:To summarise the effect of free perforator flap of radial collateral artery on reconstruction of first web contracture after hand injury.Methods:Retrospective analysis was conducted based on the clinical data of patients with first web contracture after hand injury in the Department of Hand and Foot Surgery and Rehabilitation, Guangdong Work Injury Rehabilitation Hospital from November 2019 to June 2022. Ten patients, 8 males and 2 females aged between 27 and 51 years old with an average of 40.5 years old were included. There were 6 left hands and 4 right hands. Width and the included angle of first web were measured before surgery. Four hands were classified as severe first web contracture, and the rest of 6 hands had moderate first web contracture. After release scars of the first web, the areas of wound were 5.5 cm × 2.0 cm - 10.5 cm × 3.0 cm. The flaps sized were 6.0 cm×2.5 cm - 11.0 cm × 3.5 cm. All of flaps carried the posterior cutaneous nerve of forearm. Donor sites were closed directly. All patients were included in postoperative follow-up regularly through outpatient clinic or via WeChat reviews. The colour, texture, process in change of the transferred flaps, donor and recipient sites healing and complications were observed.Results:All 10 flaps survived and the wound healed by first intention. The patients received 7 to 15 months (10.5 months in average) of postoperative follow-up. The flaps were not bulky, texture and colour were satisfactory and without pigmentation. Protective sensations restored in 6 patients. At the last follow-up, average included angle of the first webs was 47.14°±1.68°, in comparison with 35.43°±3.60° before surgery. The average width of first webs was 5.34 cm±0.52 cm, in comparison with 3.17 cm±0.75 cm before surgery, the differences were statistically significant ( P<0.01). Eight hands were rated excellent, and 2 were good. There were only linear scars left at the donor sites, without sign of radial nerve injury. Conclusion:The free perforator flap of radial collateral artery is a safe and effective method for repair of first web contracture after hand injury.

Objective:To investigate the serum thyroglobulin (Tg) levels of women in early pregnancy in Dali City, Yunnan Province, and provide a scientific basis for evaluation of individual iodine nutrition of early pregnant women in this area.Methods:Dali City, Yunnan Province was divided into 5 sampling areas according to east, west, south, north and middle. One township (town) was selected from each area, and at least 20 women in early pregnancy were selected from each township (town) as survey subjects. General condition and medical history of all subjects were collected, and random urine samples and fasting venous blood samples were collected for determination of urinary iodine and thyroid function indexes, and a portable ultrasound machine was used for thyroid ultrasonography. After excluding the patients with a history of thyroid disease and abnormal thyroid function, the level of Tg in the included early pregnant women was analyzed.Results:A total of 120 women in early pregnancy were investigated, aged from 19 to 40 years. Among them, 61 cases came from urban areas and 59 were from rural areas. The median urinary iodine was 156.54 μg/L, which was at the appropriate level of iodine nutrition. A total of 102 women with normal thyroid function in early pregnancy were included, and the Tg level was 11.56 (6.67, 15.27) ng/ml. Among them, 58 cases were in urban areas and 44 cases were in rural areas. There was no significant difference in serum Tg levels between rural and urban women in early pregnancy ( U = 1 362.50, P = 0.559). Conclusion:The serum Tg level of women in early pregnancy in Dali City can provide a reference for evaluation of individual iodine nutrition of relevant populations in this area.

Objective:Analyze the influence of blood transfusion therapy under the guidance of thromboelastography on the blood potassium and coagulation indicators and prognosis of patients with post-traumatic hemorrhage.Methods:The clinical data of 73 patients with post-traumatic hemorrhage in Liyang People′s Hospital from March 2018 to February 2021 were retrospectively analyzed. Among them, TEG blood transfusion guidance group (group A) and conventional coagulation indicator guidance group (group B) were divided according to whether TEG test was performed. Repeated measurement analysis of variance and post LSD- t test were used to observe serum potassium, coagulation indexes and prognosis of 2 groups at each time point. Results:The amount of various drugs used in group A was significantly lower than that in group B ( P<0.05). Comparison of serum potassium levels between the two groups before transfusion: (3.94 ± 0.85) mmol/L vs. (3.98 ± 0.71) mmol/L; and on the first day after transfusion: (4.33 ± 0.48) mmol/L vs. (4.57 ± 0.73) mmol/L, there were statistically significant ( P<0.05); on day one. day two and day three after blood transfusion, the indexes of PT and APTT in group A were significantly lower than those in group B: PT: (14.30 ± 1.43) s vs. (16.25 ± 1.74) s, (14.41 ± 1.55) s vs. (16.27 ± 1.48) s, (14.73 ± 1.50) s vs. (16.30 ± 1.45) s; APTT: (32.3 ± 3.6) s vs. (36.7 ± 3.5) s, (32.6 ± 3.4) s vs. (36.8 ± 3.6) s, (32.2 ± 3.2) s vs. (36.3 ± 3.3) s; the above indexes of the two groups before treatment were significantly higher than those at each time point after treatment ( P<0.05). The total effective rate of hemostasis in group A was higher than that in group B: 97.37%(37/38) vs. 80.00%(28/35), P<0.05. Conclusions:Patients with post-traumatic hemorrhage can be recovered by blood transfusion under the guidance of thromboelastography, and the disorder of blood coagulation indicators can be restored, and at the same time, it has a better hemostatic effect.

Objective:To investigate and analyze the prevalence of thyroid disease during pregnancy in Dali, Yunnan Province, and to provide scientific basis for prevention and treatment of benign thyroid disease during pregnancy in the region.Methods:From July to December 2014, Dali in Yunnan Province was divided into 5 sampling areas according to east, west, south, north and middle. One township (town) was selected from each area, and at least 20 women in early, middle and late pregnancy, respectively, were selected from each township (town). To conduct this investigation, medical history data was collected, thyroid ultrasound examination and serological indexes of thyroid function test were performed based on the normal reference value of specific thyroid function serological indexes during pregnancy in this region.Results:A total of 370 cases of pregnant women were investigated, including 120 cases in early pregnancy (61 cases in urban areas and 59 cases in rural areas), aged 19 - 40 years; 126 cases in middle pregnancy (60 cases in urban areas and 66 cases in rural areas), aged 19 - 45 years; and 124 cases in late pregnancy (57 cases in urban areas and 67 cases in rural areas), aged 19 - 44 years. The detection rate of thyroid disease in pregnant women was 27.57% (102/370). The detection rate of thyroid dysfunction was 7.57% (28/370), the positive detection rate of thyroid antibody was 11.62% (43/370), and the detection rate of thyroid nodule was 13.51% (50/370). The detection rates of thyroid diseases in early, middle and late pregnancy were 33.33% (40/120), 23.02% (29/126), 26.61% (33/124), respectively, and the difference was not statistically significant(χ 2 = 3.362, P > 0.05). Conclusions:In Daliy, Yunnan Province, there is a high detection rate of thyroid diseases during pregnancy, especially in early pregnancy. Therefore, it is necessary to carry out further large-scale investigation and study to provide a more reliable scientific basis for prevention and treatment of thyroid disease during pregnancy in this region.

Objective:To discuss the clinical efficacy of laparoscopic radical cystectomy in the treatment of bladder cancer after partial cystectomy.Methods:The clinical data of 30 patients who underwent laparoscopic radical cystectomy after PC in Sichuan Provincial People's Hospital from March 2016 to August 2020 were retrospectively analyzed. Including 24 males and 6 females with an average age was 62.5 (45.5-82.5)years.6 out of 30 cases underwent pelvic lymph node dissection during PC. All patients had definite pathological diagnosis for the high-grade urothelial carcinoma after PC, and the tumor staging was pT 2-3bN 0M 0.5 patients received postoperative adjuvant chemotherapy with gemcitabine and cisplatin, 6 received postoperative adjuvant radiotherapy, 13 received postoperative adjuvant radiotherapy and chemotherapy, and all patients were received maintenance intravesical instillation. Median time for local tumor recurrence after PC was 9(5-29) months, all patients had pathological diagnosis for the high-grade papillary urothelial carcinoma, cT 2-4N 0M 0 stage.The average tumor diameter was 3.5(2.5-4.5)cm, an average number of tumors was 2(1-3). Laparoscopic salvage cystectomy was performed after recurrence.General anesthesia, supine position, 5 ports were inserted through the abdominal approach. Standard pelvic lymph node dissection (PLND) was used to clean the pelvic lymph nodes. Those who had underwent PLND no longer clean the obturator and peripheral iliac vessels, but including the common iliac vessel and the bifurcation of the abdominal aorta and lymphatic tissues around the inferior vena cava, as well as the presacral lymph nodes. Results:All 30surgeries were successfully performed. The average operative time was 270(240-310)min, average estimated intraoperative blood loss was 180(50-300)ml, and there was no blood transfusion during the perioperative period.The average number of lymph nodes dissected was 18 (10-27). There were 4 cases with positive lymph nodes, of which 3 cases were positive for 2 obturator lymph nodes, and 1 case was positive for 3 obturator and external iliac lymph nodes. No serious intraoperative complications occurred.No lymphatic leakage occurred. The average drainage duration was 4(3-7) d, and postoperative hospital stays was 9(7-20)d. The postoperative pathology was invasive high-grade papillary urothelial carcinoma, and pathological TNM stage was pT 2-4aN 0-2M 0.13 patients received postoperative adjuvant chemotherapy. The average postoperative follow-up time was 23(3-31) months. There were 2 cases of pelvic recurrence and 1 case of retroperitoneal lymph node metastasis. These 3 cases received adjuvant chemotherapy and radiotherapy. Conclusions:Radical cystectomy should be the primary treatment for recurrence of bladder cancer after partial cystectomy.