1.Deep learning models semi-automatic training system for quality control of transthoracic echocardiography
Sunnan QIAN ; Hexiang WENG ; Hanlin CHENG ; Zhongqing SHI ; Xiaoxian WANG ; Guanjun GUO ; Aijuan FANG ; Shouhua LUO ; Jing YAO ; Zhanru QI
Chinese Journal of Medical Imaging Technology 2024;40(8):1140-1145
Objective To explore the value of deep learning(DL)models semi-automatic training system for automatic optimization of clinical image quality control of transthoracic echocardiography(TTE).Methods Totally 1 250 TTE videos from 402 patients were retrospectively collected,including 490 apical four chamber(A4C),310 parasternal long axis view of left ventricle(PLAX)and 450 parasternal short axis view of great vessel(PSAXGv).The videos were divided into development set(245 A4C,155 PLAX,225 PSAXGV),semi-automated training set(98 A4C,62 PLAX,90 PSAXGV)and test set(147 A4C,93 PLAX,135 PSAXGV)at the ratio of 5:2:3.Based on development set and semi-automatic training set,DL model of quality control was semi-automatically iteratively optimized,and a semi-automatic training system was constructed,then the efficacy of DL models for recognizing TTE views and assessing imaging quality of TTE were verified in test set.Results After optimization,the overall accuracy,precision,recall,and F1 score of DL models for recognizing TTE views in test set improved from 97.33%,97.26%,97.26%and 97.26%to 99.73%,99.65%,99.77%and 99.71%,respectively,while the overall accuracy for assessing A4C,PLAX and PSAXGV TTE as standard views in test set improved from 89.12%,83.87%and 90.37%to 93.20%,90.32%and 93.33%,respectively.Conclusion The developed DL models semi-automatic training system could improve the efficiency of clinical imaging quality control of TTE and increase iteration speed.
2.A survey of current situation of nurses in 52 hospitals in China on mastery of knowledge about skin injury in the elderly based on the background of mixed-mode homogenization training
Qixia JIANG ; Dongmei ZHU ; Wei WEI ; Yuxuan BAI ; Ying LI ; Yingying ZHAN ; Jing WANG ; Yajuan WENG ; Yumei LI ; Guangyang WANG ; Zujing WANG ; Haihua GUO ; Defeng CHEN ; Ping YU ; Wei DOU ; Suling SHI ; Jianxi PANG ; Rui CHEN ; Qiuying HAN ; Yue'e ZHOU ; Lianqun WANG ; Fangfang XU ; Haiyan YANG ; Fang MA ; Huijuan SUO ; Xiangyun LIU ; Xiujuan YU ; Yunxia LUO ; Min WANG ; Huilian ZHAO ; Ying SUN ; Kaiwen WANG
Chinese Journal of Modern Nursing 2022;28(10):1337-1341
Objective:To understand the current situation of nurses in 52 hospitals in China on mastery of knowledge about skin injury in the elderly based on the background of mixed-mode homogenization training.Methods:Using the convenient sampling method, a total of 1 067 nurses from 52 hospitals in China were selected as the research objects in January 2021. A self-designed questionnaire on knowledge of skin injury in the elderly was used to investigate the nurses through the questionnaire star and univariate analysis was used to analyze the influencing factors. A total of 1 067 questionnaires were distributed and 1 067 valid questionnaires were recovered, and the effective recovery rate was 100%.Results:The knowledge scores of pressure injury, incontinence-associated dermatitis, skin tear and xerosis cutis among 1067 nurses were (95.66±7.37) , (95.65±9.15) , (91.37±15.45) and (87.67±15.91) , respectively. The results of univariate analysis showed that hospital grade was the influencing factor of nurses' knowledge score of pressure injury, skin tear and incontinence-associated dermatitis ( P<0.05) , educational background was the influencing factor of nurses' knowledge score of skin tear ( P<0.05) , professional title was the influencing factor of nurses' knowledge scores of pressure injury, incontinence-associated dermatitis and xerosis cutis ( P<0.05) . Conclusions:Hospitals at all levels need to strengthen the theoretical and practical knowledge training for nurses on skin xerosis and skin tear in the elderly, especially for nurses with primary titles and lower education in grassroots hospitals.
3.Status and influencing factors of incontinence-associated dermatitis among elderly inpatients in 52 hospitals nationwide
Qixia JIANG ; Dan KUANG ; Jing WANG ; Jingping HAO ; Gailin HAO ; Yajuan WENG ; Yumei LI ; Haiyan LIU ; Shiming HUANG ; Bo LI ; Yunxia LUO ; Suling SHI ; Haihua GUO ; Yuxuan BAI
Chinese Journal of Modern Nursing 2022;28(21):2843-2849
Objective:To explore the status and influencing factors of incontinence-associated dermatitis among elderly inpatients in 52 hospitals nationwide, and to analyze the nursing of elderly inpatients with incontinence, so as to provide a reference for clinical intervention.Methods:On March 31, 2021, convenience sampling was used to select 14 675 elderly inpatients from 52 hospitals across the country as the research object. The self-designed Incontinence-associated Dermatitis Questionnaire for Elderly Inpatients was used to collect general demographic data, health status, incontinence, and skin nursing. Binomial Logistic regression was used to investigate the influencing factors of incontinence-associated dermatitis in elderly inpatients.Results:Among 14 675 elderly inpatients, the prevalence rates of xerosis cutis, incontinence and incontinence-associated dermatitis were 38.78% (5 691/14 675) , 11.06% (1 623/14 675) and 1.91% (280/14 675) , respectively. The prevalence of mild, moderate and severe incontinence-associated dermatitis were 1.27% (186/14 675) , 0.55% (81/14 675) , and 0.09% (13/14 675) , respectively. Among the nursing of 1 623 elderly inpatients with incontinence, the items with low implementation rate were the use neutral lotion to clean skin (14.17%, 230/1 623) , use of skin protectant after moisturizing (17.68%, 287/1 623) , moisturizing after cleansing the skin (28.90%, 469/1 623) . The results of binomial Logistic regression analysis showed that xeroderma, fecal incontinence, urinary and fecal incontinence, ≥2 kinds of combined medication, and hospital stay >30 days were risk factors for incontinence-associated dermatitis in elderly inpatients.Conclusions:The risk factors of incontinence-associated dermatitis in elderly inpatients mainly include xerosis cutis, type of incontinence, ≥2 kinds of combined medication, and hospital stay >30 days.
4.Glycyrrhizic acid: a potential drug against COVID-19
Fu-jing GE ; Chen-ming ZENG ; Fang-jie YAN ; Mei-jia QIAN ; Wei-hua WANG ; Pei-hua LUO ; Qin-jie WENG ; Rang-xiao ZHUANG ; Jian-jun XI ; Jin-song HUANG ; Bo YANG ; Hong ZHU ; Qiao-jun HE
Acta Pharmaceutica Sinica 2021;56(5):1211-1216
Pneumonia caused by SARS-CoV-2 has seriously threatened human life and health worldwide and caused a large number of deaths. Viral infection and acute inflammation are important causes of death, so it is particularly important to combine antiviral therapy with anti-inflammatory therapy. Glycyrrhizic acid, the main component of the glycyrrhizic root extract, has a wide range of pharmacological effects as well as high efficiency and low toxicity, its preparation has been widely used in the treatment of chronic hepatitis and other diseases. Glycyrrhizic acid can regulate the expression and release of a variety of cytokines and play a significant anti-inflammatory effect. At the same time, glycyrrhizic acid also showed significant inhibition towards a variety types of viruses. Therefore, the potential application of glycyrrhizic acid as COVID-19 treatment should be explored.
5.Factors influencing the outcomes of the traditional Chinese medicine percutaneous release treatment for the stenosal tendosynovitis
Changhe YU ; Tao LUO ; Zhiwen WENG ; Changxin LIU ; Yujie ZHAO ; Xiyou WANG ; Jing LIU ; Fu WANG ; Yang ZHANG
International Journal of Traditional Chinese Medicine 2018;40(4):314-318
Objective The aim of this study is to analyze the factors influencing the outcomes of the traditional Chinese medicine (TCM) percutaneous release treatment for the stenosal tendosynovitis. Methods A total of 119 eligible participants, from outpatient of Dongzhimen Hospital during June, 2014 to April, 2017, were included into the study. The participants received TCM percutaneous release treatment, and were followed-up and assessed outcomes at 27 w. Responders were defined as participants with normal movement in week 27 compared with the baseline period. The NRS assessment in both groups was described, and the baseline characteristics of participants potentially related to cure response were mainly analyzed using Logistic regression analysis. Results Cure group and non-cure group were determined according to the cure response. And the outcomes of pain relief along the timeframe showed the feasibility of criteria of cure response. The uni-factor Logistic regression analysis showed that the factors age,course of disease,interventions and pain severity were significantly different between the cure and non-cure groups,and the multi-factor Logistic regression confirmed the four factors influenced the cure response of the TCM percutaneous release treatment for the stenosal tendosynovitis. The cutting knife was 5.85 fold than the traditional needling knife at increasing the cure response (OR=5.853,95% CI 1.853-18.485;P=0.003).All the factors that age equal to or older than 60 years(OR=6.170, 95% CI 1.890-20.141; P=0.003), course of disease more than six months (OR=4.696, 95% CI 1.371-16.085;P=0.014)and pain severity from 6 to 7(OR=5.184,95% CI 1.416-18.975;P=0.013)were negatively associated with clinical response. Conclusions The patients with increasing age, long course of disease and distinct pain severity may be less likely to respond to the TCM percutaneous release treatment. These findings contribute to guiding clinical practice in terms of pretreatment patient selection. Further research is needed to confirm the association.
7.A retrospective study of kidney insufficiency in adult patients after myeloablative allogeneic hematopoietic stem cell transplantation.
Cheng-Wei LUO ; Xin DU ; Jiang-Yu WENG ; Sui-Jing WU ; Rong GUO ; Ze-Sheng LU ; Wei LING
Journal of Experimental Hematology 2012;20(3):671-675
The aim of this study was to investigate the renal function in 149 patients receiving myeloablative allogeneic hematopoietic stem cell transplantation (allo-HSCT) from June 2005 to June 2010 in our hospital, and analyze the risk factors resulting in kidney insufficiency and experience in diagnose and therapy. The creatinine clearance (CrCL) and serial creatinine level were evaluated before and after allo-HSCT within 100 days and 1 year. Non-radiation conditioning regimens were used for any patients. The acute kidney insufficiency (AKI) was defined as at least a 1.5-fold rise in serum creatinine level after allo-HSCT within the first 100 days. The chronic kidney insufficiency (CKI) was defined as the creatinine clearance < basal level within 3 months to 1 year after allo-HSCT. The results showed that the kidney insufficiency was found in 41 patients, in which the incidence of AKI was 32/149 (21.5%). CsA, amphotericin B (P = 0.025) and ES (P = 0.022) were defined as risk factors for AKI. The incidence of CKI was 18/138 (13%). cGVHD (P = 0.013) and TA-TMA (P = 0.012) were associated with the development of CKI. The 2-year survival was lower in patients with kidney dysfunction than that in patients without kidney dysfunction (39% vs 74.1%, P < 0.001). The main factors resulting in kidney insufficiency were defined as infection (52%), GVHD (20%), TA-TMA (12%) and tumor relapse (12%). It is concluded that kidney insufficiency is an important complication of allo-HSCT. Careful monitoring kidney function, minimizing the use of amphotericin B, prophylaxis and effective treatment of fungal infection, GVHD and TA-TMA may be effective preventive measures to decrease the incidence of kidney insufficiency.
Acute Kidney Injury
;
etiology
;
Adolescent
;
Adult
;
Female
;
Hematopoietic Stem Cell Transplantation
;
adverse effects
;
Humans
;
Male
;
Middle Aged
;
Renal Insufficiency
;
etiology
;
Retrospective Studies
;
Risk Factors
;
Transplantation, Homologous
;
Young Adult
8.A preliminary study on clinical diagnostic value of plasma elafin in skin acute graft-versus-host disease.
Cheng-wei LUO ; Jian-yu WENG ; Sui-jing WU ; Ze-sheng LU ; Rong GUO ; Xin DU
Chinese Journal of Hematology 2012;33(11):922-925
OBJECTIVETo analyze the specificity, sensitivity and receiver operating characteristic (ROC) curve of plasma elafin for diagnosis of skin acute graft-versus-host disease (aGVHD), and to explore its clinical diagnostic value.
METHODSIncidence of skin aGVHD from fifty-three patients received allogeneic hematopoietic stem cell transplantation (allo-HSCT) were observed prospectively in Guangdong General Hospital from Apr 2010 to Aug 2011. The plasma concentrations of elafin were detected by enzyme-linked immunosorbent assay (ELISA). Skin biopsies were taken from 28 patients with skin rash, and elafin expression in the skin was detected by immunohistochemistry. Positive expression was defined as significant staining of at 50% of the depth of the epidermis, excluding the granular cell layer and the acrosyringium.
RESULTSAmong 28 patients with skin rash, twenty-five were considered as skin aGVHD by clinical diagnosis, seventeen were confirmed as skin aGVHD by pathological biopsy. 11 cases were elafin positive by immunohistochemical staining. Elafin protein was overexpressed in aGVHD skin tissue (P = 0.001). Plasma concentrations of elafin were significantly higher in patients with skin aGVHD (positive) group than in those without skin aGVHD (negative) group (P = 0.005), among which there being no statistically significant difference in plasma elafin level between patients with grade I skin aGVHD group and negative group(P = 0.971), but being statistically significant difference compared patients with grade II-IV skin aGVHD group with those with grade I skin aGVHD group (P = 0.02) and with negative group (P = 0.008). Using the pathological diagnosis as the gold standard, the estimated specificity and the sensitivity of clinical diagnosis criteria were 27.3% and 100%, respectively, and those of tissue elafin protein level were 100% and 64.7%, respectively. The area under the ROC curve was 0.909 (0.797 - 1.021) when plasma concentrations of elafin was used in diagnosis of skin aGVHD. The sensitivity was 82.4% and the specificity was 81.8 % when the critical value was set at 1456.043 µg/L.
CONCLUSIONPlasma concentration of elafin is significantly higher at the onset of skin aGVHD. It can be used as biochemical marker of skin aGVHD and has higher value in diagnosis of skin aGVHD.
Adolescent ; Adult ; Elafin ; blood ; Female ; Graft vs Host Disease ; blood ; diagnosis ; etiology ; Hematopoietic Stem Cell Transplantation ; adverse effects ; Humans ; Male ; Middle Aged ; ROC Curve ; Sensitivity and Specificity ; Skin Diseases ; blood ; diagnosis ; etiology ; Young Adult
9.Clinical study of intravenous injecting itraconazole as empirical antifungal therapy for patients with hematological malignancies.
Cheng-Wei LUO ; Xin DU ; Rong GUO ; Jian-Yu WENG ; Ze-Sheng LU ; Sui-Jing WU
Journal of Experimental Hematology 2012;20(4):1000-1004
This study was purposed to investigate the efficacy and safety of intravenous injecting itraconazole (ITCZ) as empirical antifungal therapy in the patients with hematological malignancies. According to recommendation in IDSA guidebook, the patients suffered from fever during neutropenia and inefficacy of treatment using broad-spectrum antibiotics for 4 days should receive intravenous injection of ITCZ as empirical antifungal therapy. The results showed that the overall clinical response rate to ITCZ injection was 62.9% (22/35), and the success rate of achieving composite endpoints was 54.3% (19/35). Mild adverse reactions were observed in 6 patients (17.1%). The injection of ITCZ was stopped in 2 patents (5.7%) due to adverse reaction. Further analysis revealed that the response rate was higher in patients with fever prior to the start of ITCZ within five days than beyond five days (P = 0.031). The response rate was higher in patients with possible invasive fungus infection (IFI) than that in patients with probable and confirmed IFI (P = 0.002). The prophylactic antifungal treatment during neutropenia displayed no significant influence on efficacy of empirical antifungal therapy with itraconazole (P = 0.054). It is concluded that the good efficacy and safety of empirical ITCZ injection for hematological malignancies patients is efficient and safe.
Adolescent
;
Adult
;
Aged
;
Antifungal Agents
;
administration & dosage
;
therapeutic use
;
Female
;
Hematologic Neoplasms
;
drug therapy
;
Humans
;
Injections, Intravenous
;
Itraconazole
;
administration & dosage
;
therapeutic use
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Male
;
Middle Aged
;
Treatment Outcome
;
Young Adult
10.Neurotoxic effects of different concentrations of tetracaine and ropivacaine on brachial plexus nerve in rats
Jing LIU ; Ting WENG ; Zurong HU ; Weilu ZHAO ; Foquan LUO ; Jie JAI ; Jia MIN
Chinese Journal of Anesthesiology 2012;32(7):828-832
Objective To investigate the neurotoxic effects of different concentrations of tetracaine and ropivacaine on the brachial plexus nerve in rats.Methods Forty-eight male Sprague-Dawley rats,weighing 410-430 g,were randomly divided into 8 groups (n =6 each):normal saline group (group NS),0.25%,0.50% and 1.00% tetracaine groups (groups T1-3 ),and 0.25%,0.50%,1.00% and 2.00% ropivacaine groups (groups R1-4 ).The rats received injection of normal saline 1.0 ml,0.25%,0.50% and 1.00% tetracaine 0.5 ml,0.25%,0.50%,and 1.00% ropivacaine 1.0 ml and 2.00% ropivacaine 0.5 ml in groups NS,T1-3 and R1-4 respectively through one side of the axillary sheath.The other side of the axillary sheath served as control side.Five days later,compound action potential and nerve conduction velocity (NCV) of the brachial plexus nerve were measured.Tne brachial plexus nerve was obtained as the specimen for microscopic examination with light and transmission electron microscope.Results Compared with the control side and group NS,the compound action potential and NCV of the brachial plexus nerve were significantly decreased in groups T2,3 and R3,4 ( P < 0.05 ).The compound action potential and NCV of the brachial plexus nerve were gradually decreased with the increasing concentrations of tetracaine in groups T1 3 ( P < 0.05 ).The compound action potential and NCV of the brachial plexus nerve were significantly decreased in group R4 as compared with groups R1-3 (P < 0.05).The microscopic examination showed that the pathologic changes were more severe in groups T2,3 and R3,4 than those on the control side and than in group NS.Conclusion 0.50% and 1.00% tetracaine,and 1.00% and 2.00% ropivacaine can result in pathologic damage to the brachial plexus nerve in rats and the degree of damage is related to the concentration.

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