1.A phenomenological study on the lived experience and needs of end-stage heart failure from the patients’ perspective
Ying XIONG ; Rong FU ; Jingwen HU
Chinese Medical Ethics 2025;38(11):1453-1459
ObjectiveTo deeply understand the lived experience and needs of patients with end-stage heart failure, and to provide references for better implementing hospice care for patients with heart failure. MethodsA qualitative phenomenological research method was adopted to conduct in-depth interviews with 15 patients with end-stage heart failure. The Colaizzi 7-step analysis method was used to code, analyze, and extract themes from the interview data. ResultsFour themes and 10 sub-themes were identified: first, experiencing physical and psychological distress (a desire for relief from physical pain and a need for psychological counseling); second, ambivalence towards family support (yearning for care but feeling guilty); third, actively seeking social support (expecting to be understood and valued, facilitating access to support from the medical system, and differing perceptions of doctor-patient shared decision-making); fourth, complex psychological experience regarding prognosis (experiencing fear and worry, feeling disappointed, living in the moment, and accepting death). ConclusionMedical staff, family caregivers, and society should jointly pay attention to the physical and mental feelings and needs of patients with end-stage heart failure and provide targeted care. It is recommended to implement multidisciplinary team management, promote doctor-patient shared decision-making, meet individualized needs, and provide appropriate education on life and death concepts, thereby establishing a palliative and hospice care service model for end-stage heart failure with characteristics.
2.Inhibition of NLRP3 inflammasome activation improves PCOS granulosa cell apoptosis by regulating autophagy
Shanhua FU ; Lili BAO ; Da ZHAO ; Jun LI ; Fangting LIN ; Rong HU
Chinese Journal of Immunology 2024;40(8):1646-1652
Objective:To investigate the expression of NOD-like receptor protein 3(NLRP3)inflammasome and its relation-ship with granulosa cell apoptosis in patients with polycystic ovary syndrome(PCOS).Methods:Follicular fluid and ovarian granulosa cells were collected from 17 PCOS patients(PCOS group)and 20 non-PCOS patients(control group),and the expression levels of pro-inflammatory factor,TNF-α,IL-1β and IL-18 in follicular fluid were detected by ELISA.RT-PCR and Western blot were used to de-tect NLRP3 mRNA and NLRP3 inflammasome associated protein NLRP3,ASC and cleaved caspase-1 and autophagy related protein LC3-Ⅱ/LC3-Ⅰ and p62 expression level in granulosa cells.TUNEL assay was used to detect the apoptotic level of granulosa cells in both groups.NLRP3 silenced siRNA(si-NLRP3)and negative control sequence(si-NC)were transfected into human ovarian cancer granulosa cell line KGN cells by siRNA interference technique in vitro.TNF-α was used to simulate PCOS-related cell damage.KGN cells were divided into 4 groups according to different treatment methods:Ctrl group,TNF-α group,TNF-α+si-NLRP3 group and TNF-α+si-NC group.The levels of DHEA,testosterone,IL-1β and IL-18 in supernatant were detected by ELISA.TUNEL assay was used to detect the apoptosis level of KGN cells.The LC3-Ⅱ/LC3-Ⅰ and p62,NLRP3,ASC and cleaved caspase-1 protein expression levels,and NF-κB p-p65 level(NF-κB p-p65/NF-κB p65)in KGN cells were detected by Western blot.Results:Compared with con-trol group,the concentration of TNF-α,IL-1β,and IL-18 in follicular fluid of PCOS patients,and LC3-Ⅱ/LC3-Ⅰ,NLRP3 mRNA and the protein expression of NLRP3,ASC,and cleaved caspase-1 in granulosa cells of and apoptosis were significantly increased(P<0.05 or P<0.01),while the protein expression of p62 was significantly decreased(P<0.01).Compared with Ctrl group,the levels of DHEA,testosterone,IL-1β and IL-18 in supernatant of TNF-α group,TNF-α+si-NC group,and TNF-α+si-NLRP3 group,and LC3-Ⅱ/LC3-Ⅰ,ASC and cleaved caspase-1 protein expression,and the level of NF-κB p-p65 and apoptosis were significantly increased(P<0.05 or P<0.01),while p62 protein was significantly decreased(P<0.01).NLRP3 was significantly decreased except in TNF-α+si-NLRP3 group(P<0.01),while in the TNF-α group and TNF-α+si-NC group was significantly increased(P<0.01).However,com-pared with TNF-α group,the above indexes in TNF-α+si-NLRP3 group were significantly decreased(P<0.05),and TNF-α+si-NC group had no significant change(P>0.05).Conclusion:The over-activated NLRP3 inflammasome in granulosa cells may promote cell inflammatory injury and autophagy apoptosis in PCOS patients through NF-κB pathway.
3.Effect of low-dose esketamine for postoperative analgesia on postoperative depression in patients with gastrointestinal tumors
Jie GAO ; Xi ZHANG ; Yuanyuan RONG ; Tao HU ; Yan GAO ; Bibo TAN ; Jianfeng FU ; Huaqin LIU
Chinese Journal of Anesthesiology 2024;44(7):797-801
Objective:To evaluate the effect of low-dose esketamine for postoperative analgesia on the postoperative depression in patients with gastrointestinal tumors.Methods:This study was a prospective randomized controlled trial. Eighty patients, aged 18-64 yr, with a body mass index of 18-25 kg/m 2, of American Society of Anesthesiologists Physical Status classification Ⅱ or Ⅲ, scheduled for elective radical resection of the gastrointestinal tumor under general anesthesia from June to November 2023 in our hospital, were divided into 2 groups ( n=40 each) using a random number table method: esketamine group (group E) and control group (group C). Each patient received postoperative patient-controlled intravenous analgesia(PCIA). The PCIA solution in group E contained esketamine 0.5 mg/kg, dezocine 0.5 mg/kg, dexmetomidine 1.5 μg/kg and flurbiprofen ester 100 mg in 100 ml of normal saline. The PCIA solution in group C contained dezocine 0.5 mg/kg, dexmetomidine 1.5 μg/kg and flurbiprofen ester 100 mg in 100 ml of normal saline. The Hospital Anxiety and Depression Scale (HADS) was used to assess the patients′ anxiety and depression at 1 day before operation (T 0) and 2 days after operation (T 1). The Quality of Recovery-15 scale was used to evaluate the early postoperative recovery quality. Visual analog scale scores, the pressing times of patient-controlled analgesia and the number of rescue analgesia were recorded within 2 days after operation. The occurrence of drug-related adverse reactions was also recorded. Results:Seventy-eight patients were finally included, with 39 cases in group E and 39 cases in group C. Compared with group C, the postoperative HADS-depression scale score and incidence of depression were significantly decreased, the Quality of Recovery-15 scale score was increased, the visual analog scale scores were decreased ( P<0.05), and no significant changes were found in the postoperative HADS-anxiety scale score and incidence of anxiety, the pressing times of patient-controlled analgesia and the number of rescue analgesia in group E ( P>0.05). Visual hallucination was found at 1 day after operation in one patient and relieved at 2 days after operation in group E. There was no significant difference in the incidence of postoperative dizziness, nausea and vomiting between the two groups ( P>0.05). Conclusions:Postoperative analgesia with 0.5 mg/kg esketamine can alleviate postoperative depressive symptoms, enhance the efficacy of analgesia and improve the early postoperative recovery quality in patients with gastrointestinal tumors.
4.Efficacy of remimazolam for induction of anesthesia in patients with colorectal cancer
Xi ZHANG ; Yuanyuan RONG ; Tao HU ; Xiaoming LIU ; Fengjiao ZHANG ; Zhenya ZHANG ; Jianfeng FU ; Huaqin LIU
Chinese Journal of Anesthesiology 2024;44(8):967-971
Objective:To evaluate the efficacy of remimazolam for induction of anesthesia in patients with colorectal cancer.Methods:This was a prospective study. Eighty-two patients scheduled for elective colon and rectal tumor surgery under general anesthesia from June to November 2023 at our hospital, aged 18-80 yr, with body mass index of 18.5-28.0 kg/m 2, of American Society of Anesthesiologists Physical Status classification Ⅰ-Ⅲ, were divided into 2 groups ( n=41 each) using a random number table method: propofol group (group P) and remimazolam group (group R). Propofol 1.5 mg/kg was intravenously injected in group R and remimazolam 0.3 mg/kg was intravenously injected in group P. When the bispectral index (BIS) value≤60, sufentanil 0.5 μg/kg and cisatracurium 0.2 mg/kg were intravenously injected in both groups. Heart rate and mean arterial pressure were recorded before induction of anesthesia (T 0), 3 min after induction (T 1), immediately after intubation (T 2), and 5 min after tracheal intubation (T 3). The occurrence of hypotension, hypertension, tachycardia and bradycardia during induction, use of vasoactive drugs, and injection pain were recorded. The time to loss of consciousness, time from the beginning of administration to BIS value ≤60, time from the beginning of administration to tracheal intubation, occurrence of BIS value > 60 immediately after intubation and rescue sedation were recorded. Results:Eighty patients were finally included, with 40 in group P and 40 in group R. Compared with group P, the heart rate and mean arterial pressure were significantly increased at T 1 and T 2, the incidence of hypotension and bradycardia was decreased, and the time from the beginning of administration to BIS value ≤60 was prolonged ( P<0.05), and no statistically significant changes were found in the other parameters in group R ( P>0.05). Conclusions:Remimazolam 0.3 mg/kg can be safely and effectively used for anesthesia induction and provides better efficacy in maintaining hemodynamic stability when compared with propofol 1.5 mg/kg in patients with colorectal cancer.
5.A single-center analysis of pathogenic bacteria distribution and drug resistance in bacterial bloodstream infections among patients with hematological diseases
Mengting CHE ; Chaomeng WANG ; Hui LIU ; Haifang KONG ; Lijuan LI ; Jia SONG ; Huaquan WANG ; Guojin WANG ; Yuhong WU ; Jing GUAN ; Limin XING ; Wen QU ; Hong LIU ; Xiaoming WANG ; Zhidong HU ; Zonghong SHAO ; Rong FU
Chinese Journal of Hematology 2024;45(10):937-943
Objective:To analyze the distribution and drug resistance of pathogens of bacterial bloodstream infection in patients with hematological diseases in the Department of Hematology of Tianjin Medical University General Hospital, and to provide etiological data for clinical empirical anti-infection treatment.Methods:A retrospective analysis was conducted on the general clinical information, pathogenic bacteria and drug susceptibility test results of patients with hematological diseases diagnosed with bacterial bloodstream infection by menstrual blood culture in our center from January 2016 to December 2022.Results:Patients included 498 inpatients, with a total of 639 bacterial strains. Among the patients, 86.9% patients had malignancies, and 76.7% had agranulocytosis. Symptoms of concurrent infections, including those of the respiratory tract, oral mucosa, skin and soft tissues, and abdominal sources were observed in 68.3% patients. Gram-negative bacteria (G -) accounted for 79.0% of the isolated bacteria, and gram-positive bacteria (G +) accounted for 21.0%. The top five isolated pathogens were Klebsiella pneumoniae (22.5%), Escherichia coli (20.8%), Pseudomonas aeruginosa (15.0%), Enterococcus faecium (5.5%), and Stenotrophomonas maltophilum (5.0%). Escherichia coli exhibited a decreasing trend of resistance to quinolones, cephalosporins, and carbapenems. Klebsiella pneumoniae exhibited increasing rates of resistance to quinolones and cephalosporins between 2016 and 2018, but the rated decreased after 2019. The resistance rate to carbapenems exhibited by Pseudomonas aeruginosa was approximately 20%. Carbapenem-resistant strains of Pseudomonas aeruginosa strains were first detected in 2017, with a peak resistance rate of 35.7%, detected in 2019. A 60.0% resistance rate to methicillin was observed in methicillin-resistant coagulase-negative staphylococci (MRCNS), and one case of linezolid-resistant MRCNS was detected. Conclusions:Pathogenic bacteria of bacterial bloodstream infections were widely distributed in our center, and precautions are warranted against carbapenem resistant P. aeruginosa and Klebsiella pneumoniae.
6.ANKRD49 promoted epithelial-mesenchymal transition by increasing ex-pression of Snail/Slug/ZEB1 in NCI-H1299 cells
Rui GAO ; Chaofeng LIU ; Jinrui HU ; Gang LIANG ; Rong FU ; Wei WANG ; Hailong WANG ; Min PANG
Chinese Journal of Pathophysiology 2024;40(7):1190-1196
AIM:To investigate the effect of ankyrin repeat domain 49(ANKRD49)on epithelial-mesenchy-mal transition(EMT)in NCI-H1299 cells,and to explore its mechanism.METHODS:The ANKRD49 was over-ex-pressed in NCI-H1299 cells.The morphological changes of ANKRD49-overpressing NCI-H1299 cells were observed under microscope.The mRNA and protein expression levels of EMT-related markers[E-cadherin,transforming growth factor-β1(TGF-β1),vimentin and α-smooth muscle actin(α-SMA)]and EMT-related transcription factors(Snail1,Slug,Twist and ZEB1)were detected by RT-qPCR Western blot.Immunofluorescence staining was performed to observe the localiza-tion and expression of E-cadherin and vimentin in ANKRD49-overexpressing cells or control cells.Immunohistochemical method was performed to examine the levels of E-cadherin,α-SMA,Snail,Slug and ZEB1 in lung tissues of nude mice in-oculated with ANKRD49-overexpressing H1299 cells or control cells.RESULTS:Compared with the control group,the ANKRD49 overexpressing cells showed mesenchymal cell morphology(fusiform and less tight connections).RT-qPCR and Western blot results showed that the mRNA and protein levels of mesenchymal markers vimentin and α-SMA in ANKRD49 overexpressing cells were significantly higher than those in cells of control group,while the mRNA and protein levels of epithelial marker E-cadherin were lower than those in cells of control group.Compared with control group,the im-munofluorescence intensity of E-cadherin of H1299 cells decreased in after ANKRD49 overexpression,while that of vimen-tin increased significantly.Snail,Slug and ZEB1 expression were significantly elevated in ANKRD49 overexpressing cells compared with control group.The levels of E-cadherin in lung tissues of nude mice inoculated with ANKRD49-overexpressing H1299 cells declined,while the levels of α-SMA,Snail,Slug and ZEB1 increased compared with those in control mice.CONCLUSION:ANKRD49 promoted EMT of NCI-H1299 cells by increasing the expression of Snail1,Slug and ZEB1 and consequent downreguation of E-cadherin and upregulation of vimentin and α-SMA.
7.Chinese expert consensus on the diagnosis and treatment of traumatic supraorbital fissure syndrome (version 2024)
Junyu WANG ; Hai JIN ; Danfeng ZHANG ; Rutong YU ; Mingkun YU ; Yijie MA ; Yue MA ; Ning WANG ; Chunhong WANG ; Chunhui WANG ; Qing WANG ; Xinyu WANG ; Xinjun WANG ; Hengli TIAN ; Xinhua TIAN ; Yijun BAO ; Hua FENG ; Wa DA ; Liquan LYU ; Haijun REN ; Jinfang LIU ; Guodong LIU ; Chunhui LIU ; Junwen GUAN ; Rongcai JIANG ; Yiming LI ; Lihong LI ; Zhenxing LI ; Jinglian LI ; Jun YANG ; Chaohua YANG ; Xiao BU ; Xuehai WU ; Li BIE ; Binghui QIU ; Yongming ZHANG ; Qingjiu ZHANG ; Bo ZHANG ; Xiangtong ZHANG ; Rongbin CHEN ; Chao LIN ; Hu JIN ; Weiming ZHENG ; Mingliang ZHAO ; Liang ZHAO ; Rong HU ; Jixin DUAN ; Jiemin YAO ; Hechun XIA ; Ye GU ; Tao QIAN ; Suokai QIAN ; Tao XU ; Guoyi GAO ; Xiaoping TANG ; Qibing HUANG ; Rong FU ; Jun KANG ; Guobiao LIANG ; Kaiwei HAN ; Zhenmin HAN ; Shuo HAN ; Jun PU ; Lijun HENG ; Junji WEI ; Lijun HOU
Chinese Journal of Trauma 2024;40(5):385-396
Traumatic supraorbital fissure syndrome (TSOFS) is a symptom complex caused by nerve entrapment in the supraorbital fissure after skull base trauma. If the compressed cranial nerve in the supraorbital fissure is not decompressed surgically, ptosis, diplopia and eye movement disorder may exist for a long time and seriously affect the patients′ quality of life. Since its overall incidence is not high, it is not familiarized with the majority of neurosurgeons and some TSOFS may be complicated with skull base vascular injury. If the supraorbital fissure surgery is performed without treatment of vascular injury, it may cause massive hemorrhage, and disability and even life-threatening in severe cases. At present, there is no consensus or guideline on the diagnosis and treatment of TSOFS that can be referred to both domestically and internationally. To improve the understanding of TSOFS among clinical physicians and establish standardized diagnosis and treatment plans, the Skull Base Trauma Group of the Neurorepair Professional Committee of the Chinese Medical Doctor Association, Neurotrauma Group of the Neurosurgery Branch of the Chinese Medical Association, Neurotrauma Group of the Traumatology Branch of the Chinese Medical Association, and Editorial Committee of Chinese Journal of Trauma organized relevant experts to formulate Chinese expert consensus on the diagnosis and treatment of traumatic supraorbital fissure syndrome ( version 2024) based on evidence of evidence-based medicine and clinical experience of diagnosis and treatment. This consensus puts forward 12 recommendations on the diagnosis, classification, treatment, efficacy evaluation and follow-up of TSOFS, aiming to provide references for neurosurgeons from hospitals of all levels to standardize the diagnosis and treatment of TSOFS.
8.Chinese expert consensus on blood support mode and blood transfusion strategies for emergency treatment of severe trauma patients (version 2024)
Yao LU ; Yang LI ; Leiying ZHANG ; Hao TANG ; Huidan JING ; Yaoli WANG ; Xiangzhi JIA ; Li BA ; Maohong BIAN ; Dan CAI ; Hui CAI ; Xiaohong CAI ; Zhanshan ZHA ; Bingyu CHEN ; Daqing CHEN ; Feng CHEN ; Guoan CHEN ; Haiming CHEN ; Jing CHEN ; Min CHEN ; Qing CHEN ; Shu CHEN ; Xi CHEN ; Jinfeng CHENG ; Xiaoling CHU ; Hongwang CUI ; Xin CUI ; Zhen DA ; Ying DAI ; Surong DENG ; Weiqun DONG ; Weimin FAN ; Ke FENG ; Danhui FU ; Yongshui FU ; Qi FU ; Xuemei FU ; Jia GAN ; Xinyu GAN ; Wei GAO ; Huaizheng GONG ; Rong GUI ; Geng GUO ; Ning HAN ; Yiwen HAO ; Wubing HE ; Qiang HONG ; Ruiqin HOU ; Wei HOU ; Jie HU ; Peiyang HU ; Xi HU ; Xiaoyu HU ; Guangbin HUANG ; Jie HUANG ; Xiangyan HUANG ; Yuanshuai HUANG ; Shouyong HUN ; Xuebing JIANG ; Ping JIN ; Dong LAI ; Aiping LE ; Hongmei LI ; Bijuan LI ; Cuiying LI ; Daihong LI ; Haihong LI ; He LI ; Hui LI ; Jianping LI ; Ning LI ; Xiying LI ; Xiangmin LI ; Xiaofei LI ; Xiaojuan LI ; Zhiqiang LI ; Zhongjun LI ; Zunyan LI ; Huaqin LIANG ; Xiaohua LIANG ; Dongfa LIAO ; Qun LIAO ; Yan LIAO ; Jiajin LIN ; Chunxia LIU ; Fenghua LIU ; Peixian LIU ; Tiemei LIU ; Xiaoxin LIU ; Zhiwei LIU ; Zhongdi LIU ; Hua LU ; Jianfeng LUAN ; Jianjun LUO ; Qun LUO ; Dingfeng LYU ; Qi LYU ; Xianping LYU ; Aijun MA ; Liqiang MA ; Shuxuan MA ; Xainjun MA ; Xiaogang MA ; Xiaoli MA ; Guoqing MAO ; Shijie MU ; Shaolin NIE ; Shujuan OUYANG ; Xilin OUYANG ; Chunqiu PAN ; Jian PAN ; Xiaohua PAN ; Lei PENG ; Tao PENG ; Baohua QIAN ; Shu QIAO ; Li QIN ; Ying REN ; Zhaoqi REN ; Ruiming RONG ; Changshan SU ; Mingwei SUN ; Wenwu SUN ; Zhenwei SUN ; Haiping TANG ; Xiaofeng TANG ; Changjiu TANG ; Cuihua TAO ; Zhibin TIAN ; Juan WANG ; Baoyan WANG ; Chunyan WANG ; Gefei WANG ; Haiyan WANG ; Hongjie WANG ; Peng WANG ; Pengli WANG ; Qiushi WANG ; Xiaoning WANG ; Xinhua WANG ; Xuefeng WANG ; Yong WANG ; Yongjun WANG ; Yuanjie WANG ; Zhihua WANG ; Shaojun WEI ; Yaming WEI ; Jianbo WEN ; Jun WEN ; Jiang WU ; Jufeng WU ; Aijun XIA ; Fei XIA ; Rong XIA ; Jue XIE ; Yanchao XING ; Yan XIONG ; Feng XU ; Yongzhu XU ; Yongan XU ; Yonghe YAN ; Beizhan YAN ; Jiang YANG ; Jiangcun YANG ; Jun YANG ; Xinwen YANG ; Yongyi YANG ; Chunyan YAO ; Mingliang YE ; Changlin YIN ; Ming YIN ; Wen YIN ; Lianling YU ; Shuhong YU ; Zebo YU ; Yigang YU ; Anyong YU ; Hong YUAN ; Yi YUAN ; Chan ZHANG ; Jinjun ZHANG ; Jun ZHANG ; Kai ZHANG ; Leibing ZHANG ; Quan ZHANG ; Rongjiang ZHANG ; Sanming ZHANG ; Shengji ZHANG ; Shuo ZHANG ; Wei ZHANG ; Weidong ZHANG ; Xi ZHANG ; Xingwen ZHANG ; Guixi ZHANG ; Xiaojun ZHANG ; Guoqing ZHAO ; Jianpeng ZHAO ; Shuming ZHAO ; Beibei ZHENG ; Shangen ZHENG ; Huayou ZHOU ; Jicheng ZHOU ; Lihong ZHOU ; Mou ZHOU ; Xiaoyu ZHOU ; Xuelian ZHOU ; Yuan ZHOU ; Zheng ZHOU ; Zuhuang ZHOU ; Haiyan ZHU ; Peiyuan ZHU ; Changju ZHU ; Lili ZHU ; Zhengguo WANG ; Jianxin JIANG ; Deqing WANG ; Jiongcai LAN ; Quanli WANG ; Yang YU ; Lianyang ZHANG ; Aiqing WEN
Chinese Journal of Trauma 2024;40(10):865-881
Patients with severe trauma require an extremely timely treatment and transfusion plays an irreplaceable role in the emergency treatment of such patients. An increasing number of evidence-based medicinal evidences and clinical practices suggest that patients with severe traumatic bleeding benefit from early transfusion of low-titer group O whole blood or hemostatic resuscitation with red blood cells, plasma and platelet of a balanced ratio. However, the current domestic mode of blood supply cannot fully meet the requirements of timely and effective blood transfusion for emergency treatment of patients with severe trauma in clinical practice. In order to solve the key problems in blood supply and blood transfusion strategies for emergency treatment of severe trauma, Branch of Clinical Transfusion Medicine of Chinese Medical Association, Group for Trauma Emergency Care and Multiple Injuries of Trauma Branch of Chinese Medical Association, Young Scholar Group of Disaster Medicine Branch of Chinese Medical Association organized domestic experts of blood transfusion medicine and trauma treatment to jointly formulate Chinese expert consensus on blood support mode and blood transfusion strategies for emergency treatment of severe trauma patients ( version 2024). Based on the evidence-based medical evidence and Delphi method of expert consultation and voting, 10 recommendations were put forward from two aspects of blood support mode and transfusion strategies, aiming to provide a reference for transfusion resuscitation in the emergency treatment of severe trauma and further improve the success rate of treatment of patients with severe trauma.
9.Research on species identification of commercial medicinal and food homology scented herbal tea
Jing SUN ; Zi-yi HUANG ; Si-qi LI ; Yu-fang LI ; Yan HU ; Shi-wen GUO ; Ge HU ; Chuan-pu SHEN ; Fu-rong YANG ; Yu-lin LIN ; Tian-yi XIN ; Xiang-dong PU
Acta Pharmaceutica Sinica 2024;59(9):2612-2624
The adulteration and counterfeiting of herbal ingredients in medicinal and food homology (MFH) have a serious impact on the quality of herbal materials, thereby endangering human health. Compared to pharmaceutical drugs, health products derived from traditional Chinese medicine (TCM) are more easily accessible and closely integrated into consumers' daily life. However, the authentication of the authenticity of TCM ingredients in MFH has not received sufficient attention. The lack of clear standards emphasizes the necessity of conducting systematic research in this area. This study utilized DNA barcoding technology, combining ITS2,
10.Trans-YOLOv5:a YOLOv5-based prior transformer network model for automated detection of abnormal cells or clumps in cervical cytology images
Journal of Southern Medical University 2024;44(7):1217-1226
The development of various models for automated images screening has significantly enhanced the efficiency and accuracy of cervical cytology image analysis.Single-stage target detection models are capable of fast detection of abnormalities in cervical cytology,but an accurate diagnosis of abnormal cells not only relies on identification of a single cell itself,but also involves the comparison with the surrounding cells.Herein we present the Trans-YOLOv5 model,an automated abnormal cell detection model based on the YOLOv5 model incorporating the global-local attention mechanism to allow efficient multiclassification detection of abnormal cells in cervical cytology images.The experimental results using a large cervical cytology image dataset demonstrated the efficiency and accuracy of this model in comparison with the state-of-the-art methods,with a mAP reaching 65.9%and an AR reaching 53.3%,showing a great potential of this model in automated cervical cancer screening based on cervical cytology images.

Result Analysis
Print
Save
E-mail