The automatic detection of tuberculosis lesions based on medical imaging has become a research hotspot in medical image processing.A comprehensive review of relevant researches and applications pertaining to deep learning in tuberculosis lesion detection is provided,which elucidates the experimental benchmarks in tuberculosis analysis,covering public datasets of pulmonary medical images and recent research advancements in tuberculosis detection and classification competitions,introduces emerging trends in deep learning methods and applications in tuberculosis detection,and analyzes the challenges existing in tuberculosis diagnosis using deep learning.The review summarizes and provides insights into the research advances and challenges of these technologies from the aspects of technical characteristics,performance advantages,and application prospects.

Objective:To explore the therapeutic characteristics of population with gout achieving treat-to-target (T2T) indicators through real-world research and evaluate their safety.Methods:A total of 3 287 patients diagnosed with gout by rheumatologists in 21 first-class tertiary hospitals in 10 provinces, municipalities, and autonomous regions in China from January 2015 to December 2021 were included in this polycentric cross-sectional study. The database included patients′ general information, disease characteristics, and clinical application of traditional Chinese and Western medicine treatment measures. SPSS and Excel software were used for data analysis. Frequency analysis, cluster analysis, and factor analysis were used to summarize the characteristics and rules of treatment measures for patients with gout who achieved the target after treatment. The occurrence of adverse events (AE) was recorded during treatment.Results:After treatment, 691 visits (7%) achieved the serum urate (SUA) target, and the most frequent use of urate-lowering therapy (ULT) was febuxostat, followed by benzbromarone. The most common treatment options were following: GroupⅠ: traditional Chinese medicine (TCM) decoction-TCM external treatment-physical exercise-proprietary Chinese medicine; GroupⅡ: ferulic acid-nonsteroidal anti-inflammatory drugs (NSAIDs); Group Ⅲ: allopurinol-sodium bicarbonate-benzbromarone; Group Ⅳ: glucocorticoid-colchicine; Group Ⅴ: febuxostat. A total of 5 898 visits (60%) chieved manifestations of joint pain VAS scores target, and the most frequently used drug to control joint symptoms was NSAIDs. The frequency of use of drugs to control joint symptoms were 2 118 times (usage rate reached 35.9%), while the frequency of ULT were 2 504 times (usage rate reached 42.5%), which was higher than the joint symptom control drug. The most common treatment options were following: Group Ⅰ: proprietary Chinese medicine-TCM decoction-TCM external treatment-physical exercise; Group Ⅱ: NSAIDs-colchicine hormones; Group Ⅲ: allopurinol, Group Ⅳ: benzbromarone; Group Ⅴ: febuxostat. A total of 59 adverse events occurred during treatment.Conclusion:The proportions of gout patients who reach target serum urate level & good control of joint symptoms are both very low, and ULT and anti-inflammatory prescription patterns are very different from international guidelines, so it is necessary to strengthen the standardized management of gout patients. At the same time, life intervention measures account for a certain proportion of the treatment plans for the T2T population, and further exploration is needed.

Objective:To investigate the application value of Overlap guiding tube (OGT) in Overlap esophagojejunostomy of laparoscopic total gastrectomy.Methods:The retrospective and descriptive study was conducted. The clinicopathological data of 5 patients with gastric cancer who were admitted to Nanfang Hospital of Southern Medical University from June to July in 2021 were collected. There were 3 males and 2 females, aged from 48 to 61 years, with a median age of 54 years. Patients underwent laparoscopic total gastrectomy combined with OGT-assisted Overlap esophagojejunostomy. Observation indicators: (1) surgical situations; (2) postoperative situations; (3) follow-up. Follow-up was conducted by outpatient examination and telephone interview to detect postoperative anastomotic stenosis and esophageal reflux up to September 2021. Measurement data with normal distribution were represented as Mean± SD, and measurement data with skewed distribution were represented as M(IQR) or M(range). Count data were represented as absolute numbers. Results:(1) Surgical situations: 5 patients underwent laparoscopic total gastrectomy combined with OGT-assisted Overlap esophagojejunostomy and D 2 lymph node dissection success-fully, achieving R 0 resection. There was no combined organ resection, intraoperative conversion to laparotomy or combined thoracotomy. There was no intraoperative conversion to other esophagoje-junostomy method either. The tumor diameter, length of surgical incision, the number of lymph nodes dissected, time of esophagojejunal anastomosis, time of digestive reconstruction, operation time, volume of intraoperative blood loss of 5 patients were 3.0(2.8)cm, 5.0(2.0)cm, 47.0(21.0), 21.0(5.0)minutes, 62.0(23.0)minutes, 295.0(75.0)minutes, and 50.0(60.0)mL, respectively. The anvil fork of linear stapler was successfully inserted into esophageal lumen by once operation in 4 cases of 5 patients and by twice operation in 1 case to complete the esophagojejunostomy. (2) Post-operative situations: the time to first out-of-bed activities, time to postoperative first anal flatus, time to postoperative initial liquid diet intake, time to postoperative initial semi-liquid diet intake, time to abdominal drainage tube removal, duration of postoperative hospital stay of 5 patients were 2.0(1.0)days, 3.0(2.0)days, 4.0(3.0)days, 6.0(3.0)days, 7.0(4.0)days, and 9.0(6.0)days, respectively. Results of postoperative pathological examination of 5 patients showed gastric adenocar-cinoma in all the 5 patients, with the TNM staging as stage pT2-4aN0M0. The esophageal surgical margin was negative in all cases, and the length of proximal margin from esophagus was 5.0(4.0)cm. None of the 5 patients developed anastomotic leakage, anastomotic bleeding or anastomotic stenosis. Two cases with mild pneumonia (Clavien-Dindo grade Ⅱ) were cured by conservative treatment such as anti-infection and expectoration promotion. There was no unplanned secondary surgery or perioperative death occurred to the 5 patients. (3) Follow-up: 5 patients were followed up for 3 months. None of the 5 patients developed anastomotic stenosis or esophageal reflux during the follow-up. Conclusion:OGT-assisted Overlap esophagojejunostomy of laparoscopic total gas-trectomy is safe and feasible, with good short-term effects.

Objective:To explore the clinical effects of the "Disease-Characteristics" project in improving the nursing quality of patients with diabetic retinopathy (DR) .Methods:Based on the content framework of "Disease-Characteristics", authoritative data of UpToTate and various guidelines were transformed into evidence for clinical application through the steps of evidence-based nursing, and a standardized "Disease-Characteristics" project for DR patients was constructed. Convenience sampling was adopted to select nurses who worked in the Shanghai Eye Hospital and the Ophthalmology Department of Shanghai First People's Hospital from January 1, 2018 to June 30, 2019 as research nurses. Convenience sampling was used to select 223 DR patients admitted to the two hospitals from October 30, 2018 to January 31, 2019 (before implementation) as the control group, and 261 patients with DR admitted from February 1, 2019 to April 30, 2019 (after implementation) as the observation group. We observed and compared indicators such as the correct rate of nurses' assessment of each key link of DR patients before and after implementation, the awareness rate of patients' DR-related knowledge, and the incidence of postoperative complications of patients.Results:After the implementation, the scores of the nurses in the assessment of each key link of DR patients increased from (90.36±1.16) to (96.72±1.13) , and the difference was statistically significant ( t=52.990, P<0.05) . The disease-related knowledge score of DR patients increased from (74.330±12.154) to (78.386±10.094) , and the difference was statistically significant ( t=4.010, P<0.05) . Postoperative complications such as persistent high intraocular pressure, vitreous rebleeding, inflammatory edema and diplopia were improved, and the differences were statistically significant ( χ2=7.131, 5.618, 5.788, 6.128; P<0.05) . Conclusions:The "Disease-Characteristics" project plan based on the best evidence has a certain significance for improving the nursing quality of DR and the prognosis of patients.

Objective:To explore the clinical predictive effect of the preoperative ratio of C reactive protein to albumin (CAR) on perioperative delirium (POD) in geriatric patients with femoral intertrochanteric fracture.Methods:The clinical data were analyzed retrospectively of the 398 patients who had undergone surgery for femoral intertrochanteric fractures at Department of Orthopedics, Xuanwu Hospital from January 2013 to March 2016. According to the presence or absence of POD, all the patients were divided into 2 groups: a delirium group and a normal group. The 2 groups were compared in terms of general clinical data like gender, age, body mass index, blood routine, CAR, biochemical indicators, blood coagulation indicators and concomitant internal diseases. After a single factor logistic regression analysis of the general clinical data of the patients, factors with P<0.10 were introduced into the multivariate logistic binary regression model to screen out the risk factors for POD in geriatric patients with femoral intertrochanteric fracture. The receiver operating characteristic (ROC) curve was drawn to analyze the predictive value and optimal cut-off point of CAR for POD in geriatric patients with femoral intertrochanteric fracture. Results:The incidence of POD in this cohort was 14.32%(57/398). The age, C-reactive protein, CAR, platelet and probability of pulmonary infection in the delirium group were significantly higher than those in the normal group, but the hemoglobin, albumin and prealbumin in the former were significantly lower than those in the latter ( P< 0.05). The multivariate logistic binary regression analysis showed that hemoglobin ( OR=0.975, 95% CI: 0.957 to 0.993, P=0.006) and CAR( OR=53.713, 95% CI: 17.713 to 162.876, P<0.001) were risk factors for POD in geriatric patients with femoral intertrochanteric fracture. The area under ROC of CAR in predicting POD in geriatric patients with femoral intertrochanteric fracture was 0.906 (95% CI: 0.873 to 0.933, P<0.001), and the cut-off point was 2.06. When CAR>2.06, its predicted incidence of POD was 50.50%, with a sensitivity of 89.47% and a specificity of 85.34%. Conclusion:As CAR is a risk factor for POD in geriatric patients with femoral intertrochanteric fracture, it can be used as an effective indicator to predict POD.

OBJECTIVE: To evaluate the short-term efficacy and cosmetic effect of dual-port laparoscopic distal gastrectomy (DPLDG) for gastric cancer. METHODS: Thirty consecutive patients underwent DPLDG at the Department of General Surgery, Nanfang Hospital from November 2016 to August 2018. INCLUSION CRITERIA: (1) age of 18 to 75 years; (2) primary gastric adenocarcinoma confirmed pathologically by endoscopic biopsy; (3) tumor located at middle-low stomach and planned for distal gastrectomy; (4) cT1b-2N0-1M0 at preoperative staging; (5) tumor diameter ≤3 cm; (6) US Eastern Cancer Cooperative Group(ECOG) score 0 to 1 points; (7) American Society of Anesthesiologists grade I to II; (8) perioperative management based on enhanced recovery after surgery (ERAS) principle. EXCLUSION CRITERIA: previous upper abdominal surgery (except laparoscopic cholecystectomy), history of other malignant disease, and body mass index ≥30 kg/m². A self-developed single-incision, multiport, laparoscopic surgery Trocar (Surgaid Medical, Xiamen, China, comprising 3 channels for observation, main surgeon and assistant surgeon) was placed through a 3-4 cm incision under or at the left side of the umbilicus. An additional 5 mm Trocar was inserted under the rib margin of the right clavicle to serve as the secondary operating hole and the position of the drainage tube. The liver was suspended to expose the surgical field clearly. Surgical procedure was as follows: conventional laparoscopic instruments were used. After entering the omental sac, dissection was performed along the transverse colon to the spleen flexure. Left gastroepiploic vessels were identified and then ligated at the root. No.4sb lymph nodes were dissected. The No.4d lymph nodes were dissected along the greater curvature of the stomach. Then the dissection was continued rightward to the hepatic flexure to separate mesogastrium and mesocolon. The right gastroepiploic artery was ligated at the root to allow the removal of No.6 lymph nodes. The duodenal bulb was transacted by liner stapler, the right gastric artery was ligated at the root and the No.5 lymph nodes were removed. Peritoneal trunk, common hepatic artery, splenic artery and left gastric artery and vein in posterior pancreatic space at upper pancreas were separated, then left gastric vessels were ligated, and No.9, No.8a, No.11p and No.7 lymph nodes were dissected. The left side wall of portal vein was exposed and No.12a lymph nodes were removed. No.1 and No.3 lymph nodes were dissected along the lesser curvature. The stomach corpus was transacted by liner stapler at 4-5 cm proximal end of the tumor. Roux-en-Y anastomosis or Billroth II anastomosis was performed in the cavity. A drainage tube was placed near the gastrojejunal anastomosis through the right upper abdomen secondary operating hole. Postoperative short-term efficacy (operation time, blood loss, 5-port conversion rate, open conversion rate, number of retrieved lymph nodes, time to postoperative first flatus, time to first soft diet intake, time to removal of drainage tube, postoperative hospital stay, postoperative analgesics use, and postoperative 30-day complication rate) and cosmetic scale (questionnaire: degree of satisfaction with scar, description of scar, grade of scar; total score ranged from the lowest 3 to the highest 24; the higher the better) were evaluated in all 30 patients. RESULTS: No serious complication and death were observed intraoperatively. The mean operative time was (197.8±46.9) minutes. The median blood loss was 30 ml (quartile 31.25 ml). The mean number of retrieved lymph node was 38.7±14.1. Five-port conversion rate was 3.3% (1/30), and no open conversion occurred. Mean time to postoperative first flatus, time to first soft diet intake, time to removal of drainage tube and postoperative hospital stay were (45.3±18.9) hours, (87.6±35.6) hours, (101.8±58.0) hours and (6.1±2.1) days, respectively. Twenty-four (80%) of patients had no additional analgesics use. The postoperative complication rate within 30 days was 16.7% (5/30). Postoperative overall cosmetic score was 22.1±1.3, and cosmetic score of 96.7%(29/30) of patients was 18 to 24. CONCLUSION DPLDG is safe and feasible with advantages of faster postoperative recovery, reducing pain and better cosmetic outcomes.
Adenocarcinoma ; pathology ; surgery ; China ; Feasibility Studies ; Gastrectomy ; instrumentation ; methods ; Gastroenterostomy ; Humans ; Laparoscopy ; instrumentation ; methods ; Lymph Node Excision ; Retrospective Studies ; Stomach Neoplasms ; pathology ; surgery ; Treatment Outcome

Objective? To understand the influencing factors of the breastfeeding start time of premature newborns after being discharged from the hospital, and to provide the theoretical basis for the effective promotion of breastfeeding for premature infants after discharge. Methods? Using the convenient sampling method, the mothers of premature infants who were hospitalized in Affiliated Children's Hospital of Zhengzhou University from October to December 2017 were selected as the research subjects. A self-designed questionnaire that included general demographic information, breastfeeding knowledge and breastfeeding burden was used in telephone follow-ups, in order to analyze the influencing factors of breastfeeding start time of premature newborns after discharge. SPSS 17.0 was used for data entry and statistical analysis. Among the 100 families that were initially chosen, 2 calls could not be completed, 5 calls were not answered by the parents or too much information was lost, which resulted in a total of 93 valid surveys with the response rate of 93%. Results? Among the 93 cases, 88 newborns were breastfed, and 5 newborns rejected breastfeeding and were put on formula. Only 21.51% of all premature infants were exclusively breastfed. The breastfeeding start time after discharge was 13.0(6.5,28.5)h. 45.45% premature newborns accepted breastfeeding with 3 d after discharge. The premature newborns of different cultures, places of residence, birth weight of premature infants, gestational age, time of first sucking nipples, number of days of NICU hospitalization, knowledge of maternal feeding, feeding burden, whether mothers received breastfeeding guidance during hospitalization, there was a statistically significant difference in the starting time of breastfeeding after discharge (P＜0.05). The results of multiple linear regression showed that the factors that affected the start time of breastfeeding after newborns being discharged from ICU were: birth weight, breastfeeding burden, and the mother's feeding knowledge. Conclusions? The current status of breastfeeding in premature infants should be improved. Nursing personnel should give breastfeeding to premature infants as much as possible during hospitalization while provide psychological guidance and training for breastfeeding for mothers.

Objective To investigate the factors affecting the efficacy of leflunomide combined with medium/low dose corticosteroids in the treatment of progressive IgA nephropathy (IgAN).Methods Clinical and pathological parameters were collected retrospectively in patients of primary IgAN with proteinuria＞ 1.0 g/24 h and chronic kidney disease (CKD) stage 1-3 treated with leflunomide combined with medium/low dose corticosteroids in Ren Ji Hospital,School of Medicine,Shanghai Jiao Tong University from Jan 2005 to Dec 2010.According to the treatment effects,patients were divided into complete remission group and non-complete remission group.The biochemical and pathological indexes of the two groups were compared.Results A total of 42 patients were included.The remission rates at 3,6,9 and 12 months were 62％,64％,67％ and 74％,respectively.Seventeen (40.5％) and fourteen (33.3％) patients achieved complete and partial remission after one-year treatment,and the remission rate remained stable within one year after withdrawal of drugs.The 24hour proteinuria was 1.50 (0.67,2.66) g,which was significantly reduced compared with the baseline 2.44 (1.36,3.74) g (P ＜ 0.01).The decrease rate was 31.3％.There was a slight decrease in proteinuriawithin one year after withdrawal of drugs.Estimated glomerular filtration rate (eGFR) remained stable during the treatment and a year of follow-up.No serious adverse event was observed during the followup period.Among 31 responder patients,6(19.4％) patients relapsed.Logistic multivariate regression analysis suggested that the degree of renal interstitial inflammatory infiltration was an independent predictor of complete remission with one-year treatment of leflunomide combined with medium / low dose corticosteroids (HR=0.067,95％ CI 0.008-0.535,P=0.011).Conclusions IgAN treated with leflunomide and medium/low dose corticosteroids can achieve remission in early stage,and the remission rate remains stable after withdrawal of drugs.It is a safe option for the treatment of IgAN.Renal interstitial inflammatory infiltration is an independent predictor of complete remission.

Objective To investigate the effectiveness and usefulness of group psychological counseling on professional training and education of refresher nurses in neurosurgical operating room. Methods From June 2016 and February 2017, a total of 36 refresher nurses in neurosurgical operating room of Beijing Tian Tan Hospital were recruited as the research subjects. Standardized group psychological counseling was performed for all nurses once per week for 8 weeks. Symptom Check List-90 (SCL-90), Self-rating Anxiety Scale (SAS) and Self-rating Depression Scale (SDS) were applied to evaluated the nurses' psychological status before and after intervention. Results After group psychological counseling, all the mean scores of SCL-90 scale were significantly decreased than pre-counseling scores, with statistical significance (P<0.05). The scores of SAS and SDS were significantly lower than pre-counseling scores, and the differences were statistically significant (P< 0.01). Conclusions Group psychological counseling could evidently improve the psychological status of refresher nurses and help to adjust their emotion and accommodation for new circumstance in neurosurgical operating room.

Objective To explore the association of fibroblast growth factor-23 (FGF23) with abdominal aortic calcification(AAC) and adverse outcomes in maintenance hemodialysis patients.Methods One hundred and fourteen cases of MHD patients were collected prospectively.Serum intact FGF23 was detected by ELISA.Abdomen lateral plain was used as a criteria to determine the abdominal aortic calcification and the abdominal aortic calcification score was counted.Logistic regression analysis was used to determine the risk factors of AAC.Kaplan-Meier analysis was applied to compare the survival rate among different groups and COX regression analysis was used to determine the association of FGF23 and mortality in MHD patients.Results Seventy-six patients present abdominal aortic calcification.The median of AACS was 4.0(0.0,11.0).The median level of FGF23 was 7277.4(2535.0,9990.8) pg/ml.The median follow-up duration was 72.0(67.8,72.8) months.During the follow-up,22 patients (19.3％) died of all-cause death and 17 cases (14.9％) died of cardiovascular diseases.Serum FGF23 level was positively correlated with AAC (r=0.285,P=0.002).Logistic regression analysis showed that longer age (OR=1.059,95％CI:1.020-1.100,P=0.003) and dialysis vintage (OR=I.009,95％CI 1.000-1.017,P=0.039),smoking history (OR=3.010,95％CI 1.177-7.696,P=0.021) and higher FGF23 level(OR=2.831,95％CI 1.010-7.937,P=0.048) were independent risk factors of moderate to severe AAC in MHD patients.Kaplan-Meier survival curves showed that the patients with AACS≥ 5 had significantly higher all-cause mortality(P=0.028) and CVD mortality (P=0.035) than those with AACS ＜ 5.However,the Kaplan-Meier analysis showed no significant difference regarding the level of serum FGF23 with the all-cause and CVD mortality.Cox regression demonstrated that FGF23 was not associated with increased mortality risk,neither in crude nor in multivariate adjusted models.Conclusions Abdominal aortic calcification had a high prevalence in MHD patients.The all-cause and CVD mortality was higher in patients with moderate to severe AAC.FGF23 was an independent risk factor of moderate to severe AAC,but it can't yet be a predictor for the allcause and CVD mortality of MHD patients.