1.Colorectal polyp segmentation algorithm integrating Transformer and convolution
Chinese Journal of Medical Physics 2024;41(3):316-322
In response to the challenges of varied sizes and diverse shapes of colorectal polyps,especially with blurred boundaries that often complicates localization and smaller polyps being particularly prone to oversight,a colorectal polyp segmentation algorithm integrating Transformer and convolution is proposed.Transformer is employed to extract global features from images for ensuring the network's capability for global modeling and improving the localization capability for both main polyp regions and vague boundaries.Subsequently,convolution is introduced to augment the network's ability to process polyp details,refining boundary segmentation and enhancing the capture capability for small-sized polyps.Finally,a deep fusion of the features extracted by Transformer and convolution is carried out to realize feature complementarity.The experimental evaluation using CVC-ClinicDB and Kvasir-SEG datasets show that the algorithm has similarity coefficients of 95.4%and 93.2%,and mean intersection over union of 91.3%and 88.6%,respectively.Further tests on the generalization capability of the algorithm are conducted on CVC-ColonDB,CVC-T,and ETIS datasets,in which similarity coefficients of 81.3%,90.9%and 80.1%are obtained.The results indicate a notable improvement in the accuracy of polyp segmentation achieved by the proposed algorithm.
2.Analysis of the real situation of medication in the population with gout achieving T2T indicators: a multicentre real-world study
Weiqin GAO ; Xuezhong GONG ; Yuanyuan ZHANG ; Xingchen DU ; Ping JIANG ; Fengyuan GUAN ; Ying LU ; Xiao SU ; Hongze JIANG ; Hongbin LI ; Yongfei FANG ; Hengli ZHAO ; Jiangyun PENG ; Mingli GAO ; Li SU ; Fang HE ; Qingwen TAO ; Chunrong HU ; Peng LI ; Zeguang LI ; Yuelan ZHU ; Ying GU ; Ming ZHANG ; Rongsheng WANG ; Ting JIANG ; Xiaolin YANG ; Qi ZHU ; Quan JIANG ; Jianyong ZHANG ; Xiaolei FAN ; Yu XUE ; Dongyi HE
Chinese Journal of Rheumatology 2023;27(6):361-367
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.
3. Whole lung lavage in an infant with pulmonary alveolar proteinosis and literature review
Kang AN ; Jie BAI ; Hongbin GU ; Hualin CHEN ; Biru LI ; Botao NING ; Ying WANG ; Juan QIAN
Chinese Journal of Pediatrics 2020;58(1):46-50
Objective:
To investigate the safety, feasibility and operation key points of whole lung lavage in infants with pulmonary alveolar proteinosis.
Methods:
The clinical manifestations, genetic screening, therapeutic interventions and outcome of an infant with pulmonary alveolar proteinosis complicated with respiratory failure who received whole lung lavage in November 2018 in Shanghai Children′s Medical Center Affiliated to Shanghai Jiaotong University School of Medicine were reported. Websites including PubMed, Springer Link, China National Knowledge Infrastructure (CNKI), Weipu Database, and Wanfang Database were searched using the key words of "whole lung lavage" "pediatric" and "pulmonary alveolar proteinosis" for articles published from their establishments to April 2019. Relevant literature was reviewed.
Results:
A 3-month-old boy had experienced cough, shortness of breath and cyanosis for 1 week prior to admission to pediatric intensive care unit. Physical examination showed hepatosplenomegaly. Complete blood cell count showed mild anemia (hemoglobin 96 g/L) and normal white blood cells. The patient had normal C-reactive protein and normal blood platelet. Biochemical panel showed hypoalbuminemia (31 g/L), mildly elevated glutamic oxaloacetic transaminase (115 U/L) and blood ammonia (165 μmol/L), extremely elevated lactate dehydrogenase (>6 600 U/L) and hyperferritinemia (>4 500 μg/L). Chest computed tomography (CT) revealed decreased transmittance of both lungs, patchy high density shadow and ground glass opacity. Genetic testing revealed a mutation of c.625+1G>A in SLC7A7. Schiff reaction (PAS staining) in bronchoalveolar lavage fluid was positive. The patient was diagnosed with severe pneumonia, respiratory failure, lysinuria urinary protein intolerance, and pulmonary alveolar proteinosis. The patient received sequential unilateral whole lung lavage in 2 days and was successfully weaned from ventilator. He was discharged home breathing room air. Eleven articles (11 in English and non in Chinese) were reviewed. Twenty-one patients were included. After whole lung lavage, 76% (16/21) of the patients had improvement in respiratory function.
Conclusions
Whole lung lavage can effectively improve respiratory failure caused by pulmonary alveolar proteinosis in infant patients. The procedure is feasible and safe.
4. A case report of double percutaneous nephrostomy combined with ureter occlusion stent in treating bladder rectal residual fistula
Hongbin LI ; Xinwei HAN ; Dechao JIAO ; Hongjian DUAN ; Jinjian YANG ; Zhaohui GU ; Jianhao ZHANG
Chinese Journal of Urology 2020;41(1):61-62
This report is about the application of interventional therapy for bladder rectal residual fistula in a patient whose postoperative rectal stump tumor invaded the bladder and underwent radiotherapy and chemotherapy, resulting in urinary fistula, which seriously affected the quality of life. Referring to the treatment experience of visicovaginal fistula, the patient successfully adopted double percutaneous nephrostomy combined with ureter occlusion stent and achieved good palliative treatment effect.
5. Investigation of treatment and analysis of prognostic risk on enterocutaneous fistula in China: a multicenter prospective study
Tao ZHENG ; Haohao XIE ; Xiuwen WU ; Qiang CHI ; Feng WANG ; Zhenhua YANG ; Chaowu CHEN ; Wei MAI ; Suming LUO ; Xiaofei SONG ; Shimin YANG ; Wei ZHOU ; Haiyan LIU ; Xinjian XU ; Zheng ZHOU ; Chuanyuan LIU ; Lian′an DING ; Kai XIE ; Gang HAN ; Hongbin LIU ; Jianzhong WANG ; Shichen WANG ; Peige WANG ; Gefei WANG ; Guosheng GU ; Jian′an REN
Chinese Journal of Gastrointestinal Surgery 2019;22(11):1041-1050
Objective:
To investigate the diagnosis and treatment for enterocutaneous fistula (ECF) in China, and to explore the prognostic factors of ECF.
Methods:
A multi-center cross-sectional study was conducted based on the Registration System of Chinese Gastrointestinal Fistula and Intra-Abdominal Infections to collect the clinical data of ECF patients from 54 medical centers in 22 provinces/municipalities from January 1, 2018 to December 31, 2018. The clinical data included patient gender, age, length of hospital stay, intensive care unit (ICU) admission, underlying diseases, primary diseases, direct causes of ECF, location and type of ECF, complications, treatment and outcomes. All medical records were carefully filled in by the attending physicians, and then re-examined by more than two specialists. The diagnosis of ECF was based on the clinical manifestations, laboratory/imaging findings and intraoperative exploration.
Results:
A total of 1521 patients with ECF were enrolled, including 1099 males and 422 females, with a median age of 55 years. The top three primary diseases of ECF were malignant tumors in 626 cases (41.2%, including 540 gastrointestinal tumors, accounting for 86.3% of malignant tumors), gastrointestinal ulcers and perforations in 202 cases (13.3%), and trauma in 157 cases (10.3%). The direct causes of ECF were mainly surgical operation in 1194 cases (78.5%), followed by trauma in 156 (10.3%), spontaneous fistula due to Crohn
6.Infection of Oligochaetes, Limnodrilus hoffmeisteri (Annelida: Oligochaeta), in the Nasal Cavity of a Chinese Man.
Hongbin LIU ; Zhenming ZHANG ; Guangping HUANG ; Xiaolong GU ; Chunmiao WANG ; Yan WANG ; Zhimin LU
The Korean Journal of Parasitology 2017;55(1):77-79
The infection by Limnodrilus hoffmeisteri Claparède, 1862 (Oligochaeta: Tubificinae) in humans is relatively uncommon. The present report is to describe an incidental human infection with oligochaetes in the nasal cavity of a Chinese man, a 25-year-old man residing in Zhangjiakou city, Hebei province, China presenting with nose bleed, severe itching, continuous sneezing, and rhinorrhea. A lot of oligochaete worms were found in the nasal discharge of the patient. The detected worms were identified as Limnodrilus hoffmeisteri (Annelida: Oligochaeta) based on morphological and molecular characteristics. This incidental L. hoffmeisteri nasal infection is the first case in China and indicates that oligochaete worms can be encountered in humans.
Adult
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Asian Continental Ancestry Group*
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China
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Epistaxis
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Humans
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Nasal Cavity*
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Pruritus
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Sneezing
7.Serum uric acid levels predict the risk of developing prediabetes in an adult population
Qing ZHANG ; Yeqing GU ; Xue BAO ; Li LIU ; Hongbin SHI ; Kun SONG ; Kaijun NIU
Chinese Journal of Health Management 2015;9(5):345-348
Objective To evaluate whether the serum uric acid (SUA) levels are related to development of prediabetes. Methods This was a 6-year cohort study, subjects were recruited from Tianjin Medical University General Hospital Health Management Center. A prospective assessment (n=30 910) was performed. Subjects without a history of prediabetes were followed up for 6 years (with a median follow-up of 2.7 person-years). All relevant variables including SUA concentrations, and fasting plasma glucose were assessed at baseline and yearly during the follow-up. Prediabetes was defined in accordance with the American Diabetes Association criteria of 2014. Multivariate-adjusted Cox proportional hazards regression models were fitted to assess relationships between the quintiles of baseline SUA and the incidence of prediabetes. Results The incidence of prediabetes was 55 per 1 000 person-years. In comparison with subjects in the lowest quintile, the odds ratios and hazard ratio (95%confidence interval) of higher quintile of SUA were 1.04 (0.93, 1.15), 1.07 (0.95, 1.19), 1.13 (1.01, 1.28) and 1.15 (1.02, 1.30) (P for trend=0.01), respectively, after adjusting for potential confounders. Conclusion SUA levels predicted an increased risk of prediabetes in adults.
8.Application of arginase-Ⅰ and glypican-3 combined examination in differential diagnosis of hepatocellular carcinoma
Chunyan GU ; Feng XIAO ; Zheng QIAN ; Hongbin LIU ; Gang QIN ; Jianguo SHAO
Chinese Journal of Digestion 2014;34(5):321-324
Objective To explore the value of arginase-1(Arg-1) and glypican-3 (GPC-3) combined examination in the differential diagnosis of hepatocellular carcinoma (HCC),metastatic carcinoma (MC) of liver and intrahepatic cholangiocarcinoma (ICC).Methods From January 2005 to December 2011,a total of 54 patients with HCC were selected,including 10 cases with high differentiation,25 cases with moderate differentiation and 19 cases with poor differentiation.At the same time,25 patients with MC of liver and 20 patients with ICC were selected.A total of 31 normal liver specimens were set as control.The expressions of Arg 1 and GPC-3 in the above tissues were detected by immunohistochemistry method.The sensitivity and specificity of the examination in the diagnosis of HCC were analyzed.Chi-square test was performed for count data analysis.Results The positive expression rate of Arg-1 in HCC,MC of liver,ICC and normal liver tissues was 87.0% (47/54),4.0% (1/25),5.0% (1/20) and 100.0% (31/31),respectively.The Arg 1 positive expression rate in HCC tissues was higher than that in other tumor tissues of non-HCC,and the difference was statistically significant (x2 =66.98,P<0.05).The positive expression rate of GPC-3 in HCC,MC of liver,ICC and normal liver tissues was 70.4% (38/54),12.0% (3/25),5.0% (1/20) and 0 (0/31),respectively.The GPC-3 positive expression rate in HCC tissues was higher than that in other tumor tissues of non-HCC and the difference was statistically significant (x2=37.98,P<0.05).The sensitivity and specificity of Arg-1 or GPC-3 positive in HCC diagnosis was 92.6% (50/54) and 86.7% (39/45).The sensitivity and specificity of both Arg 1 and GPC-3 positive in HCCdiagnosis was 64.8% (35/54) and 100.0% (45/45).Conclusion Arginase-1 and glypican-3 combined examination has an important value in HCC diagnosis and differential diagnosis.
9.Approach to the patients of diabetic foot disease with refractory ulcers - Report of 4 typical cases with therapeutic experiences
Wenfang NIU ; Yufeng JIANG ; Zhiguo LIU ; Hongbin GU ; Ying LAN ; Yuzhen WANG ; Zhangrong XU
Chinese Journal of Endocrinology and Metabolism 2012;28(4):340-343
The professional care by multi-disciplinary team and priority of prevention should be carried out in the treatment of diabetic foot disease to reduce diabetic amputation.This article describes the professional experience in the treatment of four complicated cases with diabetic foot disease and emphasizes the importance of the co-operation among different specialists,including diabetologists and wound,vascular,orthopedic surgeons,etc.as well as of varied therapies applied in staged management of the diabetic foot care,by treating these patients with diabetic foot disease as early as possible.
10.An in vitro experimental study and clinical applications of MR angiography with low-dose contrast agent of lower limb arteries at 3.0 T
Lei ZHANG ; Jian CHANG ; Dongchun SHI ; Hongbin GU ; Ke LI ; Lei ZHU ; Zijian HU ; Zhen JIN ; Zhangrong XU
Chinese Journal of Radiology 2010;44(10):1078-1083
Objective To evaluate the feasibility and diagnostic accuracy of CE-MRA with low dose contrast agent by comparison with DSA in diabetic patients with peripheral arterial diseases. Methods ( 1 )Study in vitro: test tubes containing Gd-DTPA of different concentrations were scanned, and the relationship between signal intensities and concentrations of GD-DTPA was analyzed. DSA and CE-MRA with selected concentrations of Gd-DTPA were performed on stenotic vascular models to estimate the proper low dose of GD-DTPA for clinical applications. (2) Clinical applications: 78 diabetic patients with peripheral arterial diseases were scanned from the abdomen and pelvis station to the calf-foot station in a 3 T MR system with standard bolus chase 3D CE-MRA sequence after injection of 13 ml GD-DTPA . The image quality,diagnostic rate of stenosis of arteries in calf and degree of venous contamination were evaluated with Fisher's exact test. DSA images of 220 vascular segments in 22 patients ( 10 segments per patient) were acquired as the gold standard and compared with CE-MRA by using Kappa test. Results The MR signal intensities were proportional to the concentrations of contrast agent in present study, and all stenotic segments of vascular model were displayed by CE-MRA with GD-DTPA at lower concentration of 1.5 mmol/L. As for MRA images of 78 diabetic patients with low dose Gd-DTPA, about 97.4% (76/78) showed diagnostic image quality for pelvic and thigh stations. But the MRA images of lower extremities were interfered by the venous contamination significantly (P < 0.01 ). Compared with DSA for 22 patients, the diagnostic sensitivity, specificity and agreement coefficient (Kappa value) of MRA were 96. 0% ( 168/175), 73.3%(33/45), and 0.72 (P<0.01), respectively. Conclusion Using 3.0 T MR scanner, high quality CE-MRA of lower limb arteries can be obtained for clinical applications with contrast agent dose as low as 13 ml,which has comparable diagnostic sensitivity and specificity with DSA. But the limitation of venous contamination in MRA image should be resolved in further studies.

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