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A Critical Analysis of Machine Learning and Deep Learning Methods for Cervical Cancer Screening
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作者 Muhtasim   Mahmudur Rahman +3 位作者 Jakir Khan Abu Sale Mohammad Mostafizur Rahman Redoanul Haque Md. Sumon Ali 《Journal of Computer and Communications》 2023年第12期64-85,共22页
Cervical cancer is a serious public health issue worldwide, and early identification is crucial for better patient outcomes. Recent study has investigated how ML and DL approaches may be used to increase the accuracy ... Cervical cancer is a serious public health issue worldwide, and early identification is crucial for better patient outcomes. Recent study has investigated how ML and DL approaches may be used to increase the accuracy of vagina tests. In this piece, we conducted a thorough review of 50 research studies that applied these techniques. Our investigation compared the outcomes to well-known screening techniques and concentrated on the datasets used and performance measurements reported. According to the research, convolutional neural networks and other deep learning approaches have potential for lowering false positives and boosting screening precision. Although several research used small sample sizes or constrained datasets, this raises questions about how applicable the findings are. This paper discusses the advantages and disadvantages of the articles that were chosen, as well as prospective topics for future research, to further the application of ml and dl in cervical cancer screening. The development of cervical cancer screening technologies that are more precise, accessible, and can lead to better public health outcomes is significantly affected by these findings. 展开更多
关键词 cervical cancer NEOPLASMS screenING Machine Learning Techniques Deep Learning Techniques
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Artificial intelligence strengthens cervical cancer screening–present and future
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作者 Tong Wu Eric Lucas +2 位作者 Fanghui Zhao Partha Basu Youlin Qiao 《Cancer Biology & Medicine》 SCIE CAS CSCD 2024年第10期864-879,共16页
Cervical cancer is a severe threat to women’s health.The majority of cervical cancer cases occur in developing countries.The WHO has proposed screening 70%of women with high-performance tests between 35 and 45 years ... Cervical cancer is a severe threat to women’s health.The majority of cervical cancer cases occur in developing countries.The WHO has proposed screening 70%of women with high-performance tests between 35 and 45 years of age by 2030 to accelerate the elimination of cervical cancer.Due to an inadequate health infrastructure and organized screening strategy,most low-and middle-income countries are still far from achieving this goal.As part of the efforts to increase performance of cervical cancer screening,it is necessary to investigate the most accurate,efficient,and effective methods and strategies.Artificial intelligence(AI)is rapidly expanding its application in cancer screening and diagnosis and deep learning algorithms have offered human-like interpretation capabilities on various medical images.AI will soon have a more significant role in improving the implementation of cervical cancer screening,management,and follow-up.This review aims to report the state of AI with respect to cervical cancer screening.We discuss the primary AI applications and development of AI technology for image recognition applied to detection of abnormal cytology and cervical neoplastic diseases,as well as the challenges that we anticipate in the future. 展开更多
关键词 cervical cancer screening artificial intelligence deep learning algorithms
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Effectiveness of Co-Testing in Cervical Cancer Screening Program in Macao SAR
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作者 Lamlam Chan Kamweng Wong 《Health》 2024年第8期763-769,共7页
Background: Cervical cancer remains a significant public health concern in Macao SAR despite the implementation of a cervical cancer screening program and HPV vaccination. To improve early detection, Macao SAR introdu... Background: Cervical cancer remains a significant public health concern in Macao SAR despite the implementation of a cervical cancer screening program and HPV vaccination. To improve early detection, Macao SAR introduced HPV DNA testing alongside cytology (co-testing) as the primary screening method in 2019. This study evaluates the effectiveness of co-testing in identifying cervical precancerous lesions (CIN2+) compared to cytology alone. Methods: We conducted a retrospective analysis of women aged 30 - 65 years who participated in the routine cervical cancer screening program in Macao SAR Primary Healthcare Centers from 2019 to 2022. Data from over 70,000 women were analyzed, comparing the detection rates of CIN2+ through co-testing and cytology alone. Women with abnormal cytology or positive HPV results were referred for colposcopy. Results: The introduction of co-testing led to a significant increase in the detection of CIN2+, particularly in women with atypical squamous cells of undetermined significance (ASCUS) or negative for intraepithelial lesion or malignancy (NILM) cytology results. Between 2019 and 2022, the percentage of women with ASCUS/NILM and any high-risk HPV (hrHPV) positive who were diagnosed with CIN2+ after colposcopy were 24%, 13%, 10% and 7.5% respectively. This highlights the ability of co-testing to identify high-risk individuals who would have been missed by cytology alone. Discussion: Our findings demonstrate the effectiveness of co-testing in improving the sensitivity of cervical cancer screening in Macao SAR. The inclusion of HPV DNA testing allows for better risk stratification of women with ASCUS/NILM cytology, leading to more targeted referrals for colposcopy and timely detection of precancerous lesions. The initial high positive rate in 2019 (24%) might be attributed to the small sample size and potentially reflects a backlog of undiagnosed cases prior to co-testing implementation. Conclusion: The implementation of co-testing in Macao SAR’s cervical cancer screening program significantly improves the early detection of precancerous lesions, particularly in women with ambiguous cytology results. This proactive approach contributes to reducing cervical cancer morbidity and mortality and improving women’s health outcomes in Macao SAR. 展开更多
关键词 cervical cancer Co-Testing HPV DNA Testing Liquid-Based Cytology Thin Prep COLPOSCOPY cervical cancer screening Program
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The role of nurses in the prevention of cervical cancer: Cervical screening, an unkept promise by the majority of women in Nigeria
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作者 Mary Opeyemi ADIGUN Deborah Tolulope ESAN +1 位作者 Benedict Tolulope ADEYANJU Babatunji Emmanuel OYINLOYE 《Journal of Integrative Nursing》 2023年第4期311-316,共6页
Cervical cancer remains a major public health problem accounting for continuous female death in developing countries.Cervical cancer is the second most common cancer in women globally with an estimated number of 500,0... Cervical cancer remains a major public health problem accounting for continuous female death in developing countries.Cervical cancer is the second most common cancer in women globally with an estimated number of 500,000 new cases of cervical cancer and 273,000 mortalities annually.Cervical screening is the best cancer screening test in the history of medicine and most cost-effective of all medical screening tests.The study review aimed to highlight methods of cervical cancer prevention,identify the uptake of cervical screening among women,and explain the role of nurses in uptake of cervical screening.Cervical cancer is preventable and easily treatable if it is detected at early stages,but poor information on prevention and access to screening and treatment contributes to 90%of deaths.In the developing countries such as Nigeria,a large proportion of cervical cancers are diagnosed in advanced stages,with poor rates of survival.The three main methods for preventing cervical cancer are through primary prevention(human papillomavirus vaccination and health education),secondary prevention(cervical screening,early detection of precancerous lesions,and treatment),and tertiary prevention(measures to slow the progression or recurrence,surgical removal,radiotherapy,and chemotherapy).Nurses can help improve the acceptability of this neglected promise by focusing on health education on cervical screening and vaccination in prenatal clinics and infant welfare clinics where there are more women.Inclusion of cyberspace could also serve as a successful and popular platform for this health teaching.All nurses/midwives must preach and fervently work toward the WHO 90–70–90 plan for eradicating cervical cancer. 展开更多
关键词 cervical cancer cervical cancer screening health education NIGERIA nurses PREVENTION reproductive age women
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New cheaper human papilloma virus mass screening strategy reduces cervical cancer incidence in Changsha city:A clinical trial
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作者 Yue-E Zu Si-Feng Wang +7 位作者 Xing-Xing Peng Yong-Chun Wen Xue-Xiang Shen Xiao-Lan Wang Wen-Bo Liao Ding Jia Ji-Yang Liu Xiang-Wen Peng 《World Journal of Clinical Oncology》 2024年第12期1491-1500,共10页
BACKGROUND Cervical cancer is the second leading cause of death in women worldwide,second only to breast cancer.Around 80%of women have been infected with human papillomavirus(HPV)in their lifetime.Early screening and... BACKGROUND Cervical cancer is the second leading cause of death in women worldwide,second only to breast cancer.Around 80%of women have been infected with human papillomavirus(HPV)in their lifetime.Early screening and treatment are effective means of preventing cervical cancer,but due to economic reasons,many parts of the world do not have free screening programs to protect women’s health.AIM To increase HPV cervical cancer screening in Changsha and reduce the incidence of cervical cancer.METHODS Cervical cancer screening included gynecological examination,vaginal secretion examination and HPV high-risk typing testing.Cervical cytology examination(ThinPrep cytology test)was performed for individuals who test positive for HPV types other than 16 and 18.Vaginal colposcopy examination was performed for HPV16 and 18 positive individuals,as well as for those who were positive for ThinPrep cytology test.If the results of vaginal colposcopy examination were abnormal,histopathological examination was performed.We conducted a cost-benefit analysis after 4 years.RESULTS From 2019 to 2022,523437 women aged 35-64 years in Changsha city were screened and 73313 were positive,with a 14%positive rate.The detection rate of precancerous lesions of cervical cancer was 0.6%and the detection rate of cervical cancer was 0.037%.Among 311212 patients who underwent two cancers examinations,the incidence rate was reduced by more than half in the second examination.The average screening cost per woman was 120 RMB.The average cost of detecting early cases was 10619 RMB,with an early detection cost coefficient of 0.083.CONCLUSION Our screening strategy was effective and cost-effective,making it valuable for early diagnosis and treatment of cervical cancer.It is worth promoting in economically limited areas. 展开更多
关键词 cervical cancer screening Human papillomavirus ThinPrep cytology test COST-EFFECTIVE New cheaper screening strategy
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Design of Computer Methods for the Solution of Cervical Cancer Epidemic Model 被引量:3
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作者 Ali Raza Muhammad Rafiq +4 位作者 Dalal Alrowaili Nauman Ahmed Ilyas Khan Kottakkaran Sooppy Nisar Muhammad Mohsin 《Computers, Materials & Continua》 SCIE EI 2022年第1期1649-1666,共18页
Nonlinear modelling has a significant role in different disciplines of sciences such as behavioral,social,physical and biological sciences.The structural properties are also needed for such types of disciplines,as dyn... Nonlinear modelling has a significant role in different disciplines of sciences such as behavioral,social,physical and biological sciences.The structural properties are also needed for such types of disciplines,as dynamical consistency,positivity and boundedness are the major requirements of the models in these fields.One more thing,this type of nonlinear model has no explicit solutions.For the sake of comparison its computation will be done by using different computational techniques.Regrettably,the aforementioned structural properties have not been restored in the existing computational techniques in literature.Therefore,the construction of structural preserving computational techniques are needed.The nonlinearmodel for cervical cancer is constructed by parametric perturbation technique.Well-known computer methods are considered for the computation of cervical cancer dynamics.The well-known existing methods in literature are Euler Maruyama,Euler and Runge Kutta.Nonstandard finite difference method or Implicitly driven explicit method is first time considered for aforesaid model under the assumptions given byMickens in a stochastic way.Unfortunately,the aforementioned existing methods did not reinstate structural properties of cervical cancer dynamics in the human population.Our plannedmethod is structural preserving and a powerful tool for all nonlinear models of biomedical engineering problems.We have verified that existing computational methods do not preserve dynamical properties.But,the implicitly driven explicit method is a good device for dynamical properties.In the support of assertions,convergence analysis of implicitly driven explicit method is presented. 展开更多
关键词 cervical cancer model differential equations computer methods convergence analysis
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Verifying the Effects of an Education Program Leveraging Information Technology to Promote Cervical Cancer Screening in Women Aged 20 - 29—A One-Year Longitudinal Study
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作者 Nakamura Tomoko Sasaki Ayako 《Health》 2020年第11期1526-1542,共17页
The purpose of this research is to implement an IT-based education program in order to promote cervical cancer screenings for women aged 20 - 29 years, as well as to examine the results of said program. This is a long... The purpose of this research is to implement an IT-based education program in order to promote cervical cancer screenings for women aged 20 - 29 years, as well as to examine the results of said program. This is a longitudinal/comparative study of two groups, one for which the program was implemented (the intervention group), and the other for which it was not (the control group). The program consisted of attending a health lecture and encouragement to be screened one month, six months, and one year later sent through IT-based methods. The target was unmarried women aged 20 - 29 who had neither previously given birth nor had been screened for cervical cancer in a period one year prior. They were divided into two groups, the intervention group (n = 142) and control group (n = 145). The effectiveness of the program was assessed via an initial survey and further surveys six months and one year later. Results were based on the Japanese version of the Health Belief Model Scale for Cervical Cancer and the Pap Smear Test (HBMSCCPST), knowledge scores in the categories of Healthy Lifestyles, Cervical Cancer, Cervical Cancer Screening, and screening behavior. A two-way ANOVA of the HBMSCCPST subscales and knowledge scores in the initial, six-month, and one-year surveys was performed, showing interaction in Cervical Cancer (p = 0.00). Main effects were observed in Cervical Cancer Screening (p = 0.00) and Healthy Lifestyles (p = 0.00). Regarding the amount of change from the initial survey, knowledge scores in the Cervical Cancer (p = 0.027) and Cervical Cancer Screening (p = 0.016) categories were significantly higher in the intervention group than in the control group. There was no significant difference in cervical cancer screening rates (p = 0.26) between the two groups. However, a small-degree effect size was observed for Benefits, Seriousness, and Susceptibility subscales in both examinees and non-examinees. Although the educational program of this study was effective in improving the knowledge of women in their twenties, there was little improvement in HBMSCCPST and it did not lead to the promotion of cervical cancer screening. In order to raise interest in cervical cancer screening, it is necessary to consider useful content to guide women to consult with healthcare professionals, a long-term population approach, and organizational structure of consultation. 展开更多
关键词 cervical cancer screening Age 20 - 29 Educational Program INforMATION Technology
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At-home cancer screening:a solution for China and other developing countries with a large population and limited number of healthcare practitioners 被引量:5
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作者 Chao-Nan Qian 《Chinese Journal of Cancer》 SCIE CAS CSCD 2017年第8期339-341,共3页
Five-year survival rate for patients with all cancers combined, in China, is only 30.9%, which is much lower than those in developed countries. The three main reasons for the low cancer curative rates in China include... Five-year survival rate for patients with all cancers combined, in China, is only 30.9%, which is much lower than those in developed countries. The three main reasons for the low cancer curative rates in China include differences in the spectrum of cancer types, in early detection rates, and in the percentage of cancer patients receiving standardized treatment between China and developed countries.The most important mechanism for improving the curative rate is to improve early detection rates of major cancers in China using novel and affordable technologies that can be operated at home by the patients themselves.This attempt could be helpful in setting up a practical example for other developing countries with limited medical resources and a limited number of healthcare practitioners. 展开更多
关键词 the spectrum of cancer types At-home cancer screening Early detection rate Standardized treatment Lung cancer cervical cancer Gastric cancer COLORECTAL cancer Breast cancer HPV STOOL DNA
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A study on service capacity of primary medical and health institutions for cervical cancer screening in urban and rural areas in China 被引量:6
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作者 Yang Li Li Ma +5 位作者 Chunxia Yang Zhangya Chen Yuqian Zhao Le Dang Jinghe Lang Youlin Qiao 《Chinese Journal of Cancer Research》 SCIE CAS CSCD 2019年第5期838-848,共11页
Objective: To provide a decision-making basis for sustainable and effective development of cervical cancer screening.Methods: This cross-sectional study assesses the service capacity to conduct cervical cancer screeni... Objective: To provide a decision-making basis for sustainable and effective development of cervical cancer screening.Methods: This cross-sectional study assesses the service capacity to conduct cervical cancer screening with a sample of 310 medical staff, medical institutions and affiliated township health centers from 20 countylevel/district-level areas in 14 Chinese provinces in 2016.Results: The county-level/district-level institutions were the main prescreening institutions for cervical cancer screening. More medical staff have become engaged in screening, with a significantly higher amounts in urban than in rural areas(P<0.05). The number of human papillomavirus(HPV) testers grew the fastest(by 225% in urban and 125% in rural areas) over the course of the project. HPV testing took less time than cytology to complete the same number of screening tasks in both urban and rural areas. The proportion of mid-level professionals was the highest among the medical staff, 40.0% in urban and 44.7% in rural areas(P=0.406), and most medical staff had a Bachelor’s degree, accounting for 76.3% in urban and 52.0% in rural areas(P<0.001). In urban areas, 75.0% were qualified medical staff, compared with 68.0% in rural areas, among which the lowest proportion was observed for rural cytology inspectors(22.7%). The medical equipment for cervical pathology diagnosis in urban areas was better(P<0.001). HPV testing equipment was relatively adequate(typing test equipment was 70% in urban areas, and non-typing testing equipment was 70% in rural areas).Conclusions: The service capacity of cervical cancer screening is insufficient for the health needs of the Chinese population. HPV testing might be an optimal choice to fill the needs of cervical cancer screening given current Chinese medical health service capacity. 展开更多
关键词 China cervical cancer screenING health service capacity APPROPRIATE technology CYTOLOGY TESTING HPV TESTING
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Primary Screening for Breast Diseases among 17618 Women in Wufeng Area, a Region with High Incidence of Cervical Cancer in China 被引量:4
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作者 张庆华 刘眈 +23 位作者 黄传英 胡婷 沈健 胡美玲 杨茹 陈枝岚 来主会 刘桂玲 梅业冬 向群英 李雄 黄科程 王少帅 潘秀玉 严玉婷 李夜 陈茜 奚玲 邓东锐 汪辉 王世宣 卢运萍 马丁 李双 《Journal of Huazhong University of Science and Technology(Medical Sciences)》 SCIE CAS 2012年第2期252-256,共5页
In this study, the current status for breast diseases in a region with high-incidence of cervical cancer were epidemiologically investigated. From March to August, 2009, 17618 women, from Wufeng area of Hubei province... In this study, the current status for breast diseases in a region with high-incidence of cervical cancer were epidemiologically investigated. From March to August, 2009, 17618 women, from Wufeng area of Hubei province, China, were recruited to screen breast diseases by using breast infrared diagnostic apparatus. Other diagnostic methods, such as B-mode ultrasound, X-ray mammography, needle biopsy and pathological examination were, if necessary, used to further confirm the diagnosis. The screening showed that 5990 of 17618 cases (34.00%) had breast diseases, 5843 (33.16%) had mammary gland hyperplasia, 48 (0.27%) had breast fibroadenoma, 11 (0.06%) had breast carcinoma, and 88 (0.50%) had other breast diseases. The peak morbidity of breast cancer was found in the women aged 50–60 ages. The morbidity of breast cancer was significantly increased in women elder than or equal to 50 years old (n=8, 0.157%) in comparison with that in the subjects younger than 50 years old (n=3, 0.024%) (u=2.327, P<0.05). It was shown that the occurrence of breast diseases was concentrated in women aged 20–40 years, while the total morbidity reached its peak at the age of 30 years and then decreased sharply after age of 40. Compared with the patients elder than or equal to 40 years old (n=3289, 27.46%), the morbidity rate of breast diseases was significantly increased in women less than 40 years old (2648 cases, 47.18%; P<0.001). However, there was no significant difference in the morbidity of breast diseases between the age group of 20–29 years and that of 30–39 years (P=0.453), and both of them were high. There was no significant association between the morbidity of breast diseases and cervical cancer. Since the morbidity of breast diseases was higher among young women, more attention should be paid to the screening of breast diseases among young women for early diagnosis. 展开更多
关键词 cervical cancer breast diseases screenING high-incidence region
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Assessing the Effectiveness of a Cervical Cancer Screening Program in a Hospital-based Study 被引量:11
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作者 YANG Yi LANG Jing He +5 位作者 WANG You Fang CHENG Xue Mei CAI Yu Pin LI Hui ZHU Bao Li ZHANG Rui Fen 《Biomedical and Environmental Sciences》 SCIE CAS CSCD 2015年第1期80-84,共5页
This study compared HPV testing and liquid-based cytology (LCT) as performance indicators for cervical cancer screening in a hospital-based study. A total of 61,193 outpatients were screened initially by LCT. Sample... This study compared HPV testing and liquid-based cytology (LCT) as performance indicators for cervical cancer screening in a hospital-based study. A total of 61,193 outpatients were screened initially by LCT. Samples with screening results showing atypical squamous cells of undetermined significance (ASC-US) or worse were referred for colposcopy, and some samples were tested for high-risk HPV types with the Hybrid Capture II system (HC II). Data on LCT (n=61,193) and HC II (n=1056) results were analysed. Overall test positivity for LCT was 2.53% using an ASC-US threshold, 3.11% using a low-grade squamous intraepithelial lesion (LSIL) threshold, and 0.67% using a high-grade squamous intraepithelial lesion (HSIL) threshold. A total of 1839 women (84% of the 3893 patients with abnormal cytology) underwent colposcopy-directed biopsy. HPV was positive in 80.3% of women with cervical intraepithelial neoplasia 1 (CIN1), 88.3% of those with CIN2, 79.2% of women with CIN3 and 50% (2 of 4) of women with invasive cancer. There was a significant increase in the detection of CIN2 or worse with adjunct HPV testing of women with ASC-US and LSIL However, there were detection of CIN2+ cases no differences in the with adjunct HPV testing of women with HSlI.. The results indicate that HPV testing for HSlL triage should not be recommended in cervical cancer screening. 展开更多
关键词 HPV HSIL Assessing the Effectiveness of a cervical cancer screening Program in a Hospital-based Study
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Evaluation of triage strategies for high-risk human papillomavirus-positive women in cervical cancer screening:A multicenter randomized controlled trial in different resource settings in China 被引量:4
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作者 Le Dang Linghua Kong +21 位作者 Yuqian Zhao Yi Dai Li Ma Lihui Wei Shulan Zhang Jihong Liu Mingrong Xi Long Chen Xianzhi Duan Qing Xiao Guzhalinuer Abulizi Guonan Zhang Ying Hong Qi Zhou Xing Xie Li Li Mayinuer Niyazi Zhifen Zhang Jiyu Tuo Yiling Ding Youlin Qiao Jinghe Lang 《Chinese Journal of Cancer Research》 SCIE CAS CSCD 2022年第5期496-509,共14页
Objective:We aimed to evaluate the effectiveness of different triage strategies for high-risk human papillomavirus(hrHPV)-positive women in primary healthcare settings in China.Methods:This study was undertaken in 11 ... Objective:We aimed to evaluate the effectiveness of different triage strategies for high-risk human papillomavirus(hrHPV)-positive women in primary healthcare settings in China.Methods:This study was undertaken in 11 rural and 9 urban sites.Women aged 35-64 years old were enrolled.HrHPV-positive women were randomly allocated to liquid-based cytology(LBC),visual inspection with acetic acid and Lugol’s iodine(VIA/VILI)(rural only)triage,or directly referred to colposcopy(direct COLP).At 24 months,hrHPV testing,LBC and VIA/VILI were conducted for combined screening.Results:In rural sites,1,949 hrHPV-positive women were analyzed.A total of 852,218 and 480 women were randomly assigned to direct COLP,LBC and VIA/VILI.At baseline,colposcopy referral rates of LBC or VIA/VILI triage could be reduced by 70%-80%.LBC(n=3 and n=7)or VIA/VILI(n=8 and n=26)could significantly decrease the number of colposcopies needed to detect one cervical intraepithelial neoplasia(CIN)2 or worse and CIN3+compared with direct COLP(n=14 and n=23).For the 24-month cumulative detection rate of CIN2+,VIA/VILI triage was 0.50-fold compared with LBC triage and 0.46-fold with the direct COLP.When stratified by age,baseline LBC triage+performed best(P<0.001),peaking among women aged 35-44 years(Ptrend=0.002).In urban sites,1,728 women were hrHPV genotyping test positive.A total of 408,571 and 568women were randomly assigned to direct COLP for HPV16/18+,direct COLP for other hrHPV subtypes+,and LBC triage for other hrHPV subtypes+.LBC(n=12 and n=31)significantly decreased the number of colposcopies needed to detect one CIN2+and CIN3+compared with direct COLP(n=14 and n=44).HPV16/18+increased the 24-month cumulative detection rate of CIN2+(17.89%,P<0.001).Conclusions:LBC triage for hrHPV-positive women in rural settings and direct COLP for HPV16/18+women and LBC triage for other hrHPV subtype+women in urban settings might be feasible strategies. 展开更多
关键词 cervical cancer screening hrHPV-positive LBC triage strategy VIA/VILI
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Integration of Cervical Cancer Screening Services in the Routine Examinations Offered in the Kenyan Health Facilities: A Systematic Review
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作者 Florence Munoru Lucy Gitonga Moses Muraya 《Open Journal of Obstetrics and Gynecology》 2019年第5期656-668,共13页
Cervical cancer is the second most common cancer among women and the leading cause of deaths among women worldwide. In Kenya, uptake of screening services is at 3.2% below the targeted of 70%. Therefore, there is need... Cervical cancer is the second most common cancer among women and the leading cause of deaths among women worldwide. In Kenya, uptake of screening services is at 3.2% below the targeted of 70%. Therefore, there is need to study the factors that lead to low uptake of the screening services. One way of increasing the uptake of the screening services is its integration with other routine services, thus leading to a reduction in morbidity and mortality rates associated with the disease. The objective of this study was to review and examine the importance of integrating cervical cancer screening services in the routine examinations offered in the Kenyan health facilities. A retrospective study design was adopted by this study. The review of articles, journals, strategic plans was done from the year 2012 to 2017. Data sources included Medline, PMC, Library, Pubmed, Google scholar, cancer prevention plans and strategies. About 28 data sources were reviewed with 78.5% indicating that increased knowledge and creation of awareness on cervical cancer would greatly improve the utilization of the screening services. More than 87% of the information collected among published work in Kenya demonstrated that knowledge on importance cervical cancer screening is inadequate. The primary results of this study suggest that all women of reproductive age (WRA) should undergo cervical cancer screening as a routine service. An integration approach should be adopted, to enhance knowledge on cervical cancer and the importance of screening, causes, preventive and treatment options. The study recommends that, the Government of Kenya through the Ministry of health should include cervical cancer screening as a routine procedure for all WRA. 展开更多
关键词 Utilization of cervical cancer screenING SERVICES Factors Affecting Uptake INTEGRATION of ROUTINE SERVICES Health Education and cervical cancer screenING Creation of Awareness on cervical cancer screenING
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Knowledge of Cervical Cancer and Prevalence of the Screening Services among HIV-Infected Women in Blantyre, Malawi
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作者 Jessie Mkandawire Flemmings Fishani Ngwira Fresier Chidyaonga Maseko 《Health》 2020年第11期1496-1510,共15页
HIV-infected women are at high risk of developing cervical cancer and are encouraged to undergo cervical cancer screening regularly. However, very little has been documented about the knowledge of cervical cancer and ... HIV-infected women are at high risk of developing cervical cancer and are encouraged to undergo cervical cancer screening regularly. However, very little has been documented about the knowledge of cervical cancer and the utilization of the screening services by these women. This study aimed to investigate the knowledge of cervical cancer, prevalence of cervical cancer screening uptake and predictive factors that affect utilization of cervical cancer screening services among HIV-infected women. The study employed quantitative methods for data collection and analysis. It was conducted at Queen Elizabeth Central Hospital (QECH) from December 2017 to February 2018 where HIV-positive patients accessing QECH Antiretroviral Therapy (ART) clinic were recruited. Systematic random sampling was employed to select HIV-positive women for the survey. Data were collected using semi-structured questionnaires. STATA version 12 was used to analyze the data. Out of the 196 recruited women, the majority (98%;<em>n</em> = 192) indicated having heard of cervical cancer and of the 192 women, only 57% (<em>n</em> = 109) were able to know at least a single sign/symptom of cervical cancer, furthermore, only 47% (<em>n</em> = 91) indicated ever been screened, finally, getting information from health facilities and knowing at least a single sign/symptom of cervical cancer influenced HIV-infected women to go for cervical cancer screening services. The study revealed that knowledge of cervical cancer and the utilization of its screening services among HIV-infected women is low. Therefore, there is need to increase knowledge and strengthen cervical cancer screening services among HIV-infected women in the country. 展开更多
关键词 cervical cancer screening Services HIV-Infected Women Knowledge of cervical cancer
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Uptake of Cervical Cancer Screening among Women Attending Health Facilities in the City of Bulawayo, 2012
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作者 Munekayi Padingani Gladys Marape +2 位作者 Zanele Hwalima Notion Gombe Ms T. Juru 《Open Journal of Epidemiology》 2018年第3期153-163,共11页
Introduction: In Zimbabwe, where cervical cancer is the leading female malignancy, no systematic cervical screening program has been introduced. However, selective or opportunistic screening has been performed since t... Introduction: In Zimbabwe, where cervical cancer is the leading female malignancy, no systematic cervical screening program has been introduced. However, selective or opportunistic screening has been performed since the late 1980s. The Ministry of Health and Child Care is relying on screening, which allows early detection of pre-cancerous cells and diagnosis at early stages but many women are not going for the test and no studies have been done to find out why. This study investigated the women’s perception about cervical cancer and its screening using health belief model (HBM) in Bulawayo, where they are two new screening clinics. Methods: We conducted an analytic cross-sectional study. Women from 18 years and above attending health facilities were included in the study. Interviewer administrated questionnaire was used to determine the proportion of screened women and elicit their perception about cervical cancer and its screening. Epi-info version 3.3.2 was used to do bivariate and multivariate analysis. Results: Two hundred women were recruited into the study. The proportion of women who had cervical cancer screening was 52 (26%). Pap smear only had 35 (17.5%) had VIAC only, 13 (6.5%) and Pap smear and VIAC had 4 (2%). Knowledge of cervical cancer and its screening was poor among participants. In multivariate analysis, awareness of cervical cancer screening [adjusted OR 42.05 (95% CI 5.63 - 314.04)] was associated with the uptake of cervical cancer screening and perceiving that having multiple sexual partners[adjusted OR 0.33 (95% CI 0.12 - 0.88)] was independently associated to the uptake of cervical cancer screening. Conclusion: This study demonstrated that lack of awareness of cervical cancer screening is a barrier to the uptake of the screening. Perceiving multiple sexual partners was associated to the uptake of cervical cancer screening. It is therefore necessary to increase awareness in Bulawayo City and educate the community about other risk factors. 展开更多
关键词 cervical cancer screening VIAC PAP SMEAR Bulawayo CITY
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Cervical cancer screening among female undergraduates and staff in the Niger delta region of Nigeria
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作者 Ibrahim Ayuba Isa Owoeye Olugbenga Ibukun Gani Kalada McFubara 《Open Journal of Obstetrics and Gynecology》 2013年第1期61-66,共6页
A significant decrease in the incidence of cervical cancer and mortality is expected when all eligible women have access to regular Screening tests. Factors that can influence participation rate include: acceptability... A significant decrease in the incidence of cervical cancer and mortality is expected when all eligible women have access to regular Screening tests. Factors that can influence participation rate include: acceptability, accessibility, screening interval, promotion of screening among others. This study is aimed at the assessment of the risk factors for cervical cancer, the knowledge and level of utilization of cervical cancer screening among female staff and female undergraduates of Niger Delta University. A standard questionnaire was used for data collection. The questions were made to capture the objectives of the study. 182 (50.6%) were aware of cervical cancer screening, 22 (12.1%) of the respondents have had at least one pap test in the past, the commonest reasons for uptake of screening were;When it is free or subsidized 6 (27.3%), as part of a general screening program 6 (27.3%), Doctor’s request 4 (18.2%) and self-conviction 4 (18.2%). Many 98 (41.4%) of the respondents, considered themselves healthy and did not see any reason to subject themselves to any form of cervical cancer screening. The reasons for uptake and non uptake of cervical cancer screening are statistically significant between the students and staff (x2 = 18.175, p = 0.001;x2 = 11.31, p = 0.046). The mean age for the initiation of penetrative sex among the respondents was 15.4 ± 2.7, 226 (71.1%) had more than one sexual partner and 184 (51.0%) had been treated for sexually transmitted infections in the past. The study shows that awareness of cervical cancer screening and Uptake was low amongst the respondents, this is despite the fact that a large proportion of the respondents had risk factors for cervical cancer. 展开更多
关键词 Knowledge cervical cancer Risk Factors screening NIGER Delta
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The Social Ecology of Cervical Cancer: The Challenges to Pap Smear Screening
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作者 Annekathryn Goodman 《International Journal of Clinical Medicine》 2013年第12期16-20,共5页
Cervical cancer is a preventable disease. The risk factors for the development of cervical cancer include both biologic factors and social factors. In the United States, the leading risk factor for the development of ... Cervical cancer is a preventable disease. The risk factors for the development of cervical cancer include both biologic factors and social factors. In the United States, the leading risk factor for the development of cervical cancer is not having a Pap smear for five years prior to the diagnosis of cancer. In low and middle income countries, cervical cancer incidence and mortality are directly related to the lack of both screening programs and cancer treatment facilities. This paper examines the social ecology of cervical cancer. The literature is reviewed on social and cultural barriers to access to health care and its effect of cervical cancer rates and outcomes. 展开更多
关键词 cervical cancer PAP SMEAR screenING Social ECOLOGY
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Techniques for Determining the Treatment Costs of Cervical Cancer: A Systematic Review
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作者 Candice Amorim de Araújo Lima Santos Ariani Impieri Souza Suely Arruda Vidal 《Open Journal of Obstetrics and Gynecology》 2019年第2期117-128,共12页
Background: Uterine cervical cancer (UCC) represents a public health problem in many part of the world. The use of new technologies is leading to increased treatment costs, resulting in a substantial economic impact w... Background: Uterine cervical cancer (UCC) represents a public health problem in many part of the world. The use of new technologies is leading to increased treatment costs, resulting in a substantial economic impact worldwide. Standardization of economic evaluation methods is needed to improve comparisons between jurisdictions. Objective: To identify the methods used to measure the cost of treating invasive UCC, and to search for correlations between cancer treatment expenditures and local economies. Methods: We searched articles in MEDLINE, LILACS, and SciELO with no language restrictions, and included publications from January 01, 2007 to December 31, 2016. Studies were included if they described the annual direct cost of invasive cervical cancer and detailed the costing method. Complete economic evaluations were excluded. Results were described in 2016 international dollars. Results: Of 1581 studies initially reviewed, 13 articles were included in the analysis. Six articles used a bottom-up;six used a top-down approach and one used both. Annual cost per patient varied from I$ 2146.22 (Poland) to 34,351.54 (Sweden). Middle-income countries (MIC) spent median 72.52% of its GDP per capita on the treatment of invasive cervical cancer, while high-income countries (HIC) spent median 30.12% (p = 0.032). No significant difference was found when separated by costing method. Conclusions: We found that, for the treatment costs of invasive UCC, the percentages of GDP per capita were statistically higher in MIC than in HIC. However, no significant difference was found between costing methods, and the top-down approach could be used. 展开更多
关键词 cervical cancer COSTS and COST Analysis Costing Method Systematic Review
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Colposcopy at the University Hospital in Conakry: Role of Colposcopy in Screening and/or Diagnosis of Cervical Cancer in the UTH University Teaching Hospital of Conakry
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作者 A. F. M. Soumah O. H. Bah +3 位作者 E. M. Bah M. K. Camara N. Keita A. Diallo 《Open Journal of Obstetrics and Gynecology》 2018年第5期497-504,共8页
Objective: This study was conducted to evaluate the role of colposcopy in the screening of cervical cancer at the UTH in Conakry. Material and Methods: We conducted a descriptive study on over a period of 18 months of... Objective: This study was conducted to evaluate the role of colposcopy in the screening of cervical cancer at the UTH in Conakry. Material and Methods: We conducted a descriptive study on over a period of 18 months of from the 1 July 2004 to December 31, 2005 in the CHU of Conakry Any women aged from 25 to 65 years old who has agreed to the screening of cervical cancer by colposcopy was included. Statistical tests of sensitivity, specificity, and predictive values positive and negative were computed directly and compare among all participants. Results: During the study period, we included a total of 9339 women. For all precancerous and cancerous lesions, sensitivity and specificity were 93% and 64% respectively. With a positive predictive value of 46% and the negative predictive value of 90%, low and high grade precancerous lesions were found with: a sensitivity of 91%, the specificity of 64%. The positive predictive value of 37%, and the negative predictive value of 91% were estimed. Intra epithelial lesions (LIEBG) low-grade squamous sensitivity was 94%, specificity of 62%, the positive predictive value of 31%, the negative predictive value of 95%. For lesions intra epithelial highgrade squamous (LIEHG), the sensitivity was 85%, 10%, the positive predictive value of 74% specificity, negative predictive value of 95%. Conclusion: Colposcopy is a reference method of detection of precancerous lesions of the cervix to promote cancer. 展开更多
关键词 cervical cancer screenING COLPOSCOPY
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The Effect of Training and Consultancy on the Knowledge Level and Health Belief regarding the Cervical Cancer Screenings, and Participation in Screenings
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作者 Ö zlem Karabulutlu Türkan Pasinlioglu 《Open Journal of Obstetrics and Gynecology》 2016年第13期818-829,共13页
Background/Aim: The purpose of this study was to examine the effect of training and consultancy on women’s knowledge level and health belief regarding the cervical cancer screenings and their participation in screeni... Background/Aim: The purpose of this study was to examine the effect of training and consultancy on women’s knowledge level and health belief regarding the cervical cancer screenings and their participation in screenings. Materials and Methods: The study is designed as pre-experiment with one group pretest-posttest. The sample group of the study consists of 66 women. The data were collected between March and June 2011. “Personal Information Form”, “Information Form of Cervical Cancer Screenings”, “Health Belief Model Scale for Cervical Cancer and Pap Smear Test”, and “Assessment Form Concerning Taking the Pap Smear Test” were used to collect the data. Results: It was determined that at the end of all trainings, 45.5% of women took the relevant test. Among those who participated in the Pap Smear screening, the training and consultancy had an effect of 100%, booklets 100% and telephone calls 25%. The training and consultancy increased the perception of “benefit and motivation” regarding the Pap Smear test and Pap Smear decreased the perception of “barriers”. Regarding the cervical cancer, it decreased the perception of “regard/seriousness”, “susceptibility” and “health motivation”. Conclusions: It was concluded that training and consultancy change the health beliefs regarding cervical cancer screenings, increase the participation in screenings and consequently, contribute to early diagnosis. 展开更多
关键词 CONSULTANCY TRAINING cervical cancer Health Belief screenING
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