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Advancements in non-invasive diagnosis of gastric cancer
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作者 Zhen Wang Qi Wu 《World Journal of Gastroenterology》 2025年第6期14-19,共6页
Gastric cancer(GC),a multifaceted and highly aggressive malignancy,represents challenging healthcare burdens globally,with a high incidence and mortality rate.Although endoscopy,combined with histological examination,... Gastric cancer(GC),a multifaceted and highly aggressive malignancy,represents challenging healthcare burdens globally,with a high incidence and mortality rate.Although endoscopy,combined with histological examination,is the gold stan-dard for GC diagnosis,its high cost,invasiveness,and specialized requirements hinder widespread use for screening.With the emergence of innovative techno-logies such as advanced imaging,liquid biopsy,and breath tests,the landscape of GC diagnosis is poised for radical transformation,becoming more accessible,less invasive,and more efficient.As the non-invasive diagnostic techniques continue to advance and undergo rigorous clinical validation,they hold the promise of sig-nificantly impacting patient outcomes,ultimately leading to better treatment results and improved quality of life for patients with GC. 展开更多
关键词 Gastric cancer NON-INVASIVE diagnosis IMAGING PROGNOSIS
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Stage at diagnosis of colorectal cancer through diagnostic route:Who should be screened? 被引量:10
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作者 Nobukazu Agatsuma Takahiro Utsumi +11 位作者 Yoshitaka Nishikawa Takahiro Horimatsu Takeshi Seta Yukitaka Yamashita Yukari Tanaka Takahiro Inoue Yuki Nakanishi Takahiro Shimizu Mikako Ohno Akane Fukushima Takeo Nakayama Hiroshi Seno 《World Journal of Gastroenterology》 SCIE CAS 2024年第10期1368-1376,共9页
BACKGROUND Colorectal cancer(CRC)is a global health concern,with advanced-stage diagnoses contributing to poor prognoses.The efficacy of CRC screening has been well-established;nevertheless,a significant proportion of... BACKGROUND Colorectal cancer(CRC)is a global health concern,with advanced-stage diagnoses contributing to poor prognoses.The efficacy of CRC screening has been well-established;nevertheless,a significant proportion of patients remain unscreened,with>70%of cases diagnosed outside screening.Although identifying specific subgroups for whom CRC screening should be particularly recommended is crucial owing to limited resources,the association between the diagnostic routes and identification of these subgroups has been less appreciated.In the Japanese cancer registry,the diagnostic routes for groups discovered outside of screening are primarily categorized into those with comorbidities found during hospital visits and those with CRC-related symptoms.AIM To clarify the stage at CRC diagnosis based on diagnostic routes.METHODS We conducted a retrospective observational study using a cancer registry of patients with CRC between January 2016 and December 2019 at two hospitals.The diagnostic routes were primarily classified into three groups:Cancer screening,follow-up,and symptomatic.The early-stage was defined as Stages 0 or I.Multivariate and univariate logistic regressions were exploited to determine the odds of early-stage diagnosis in the symptomatic and cancer screening groups,referencing the follow-up group.The adjusted covariates were age,sex,and tumor location.RESULTS Of the 2083 patients,715(34.4%),1064(51.1%),and 304(14.6%)belonged to the follow-up,symptomatic,and cancer screening groups,respectively.Among the 2083 patients,CRCs diagnosed at an early stage were 57.3%(410 of 715),23.9%(254 of 1064),and 59.5%(181 of 304)in the follow-up,symptomatic,and cancer screening groups,respectively.The symptomatic group exhibited a lower likelihood of early-stage diagnosis than the follow-up group[P<0.001,adjusted odds ratio(aOR),0.23;95%confidence interval(95%CI):0.19-0.29].The likelihood of diagnosis at an early stage was similar between the follow-up and cancer screening groups(P=0.493,aOR for early-stage diagnosis in the cancer screening group vs follow-up group=1.11;95%CI=0.82-1.49).CONCLUSION CRCs detected during hospital visits for comorbidities were diagnosed earlier,similar to cancer screening.CRC screening should be recommended,particularly for patients without periodical hospital visits for comorbidities. 展开更多
关键词 Colorectal neoplasms cancer registry Diagnostic route cancer screening Stage at diagnosis
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Marker Ki-67 is a potential biomarker for the diagnosis and prognosis of prostate cancer based on two cohorts 被引量:3
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作者 Zhen Song Qi Zhou +2 位作者 Jiang-Lei Zhang Jun Ouyang Zhi-Yu Zhang 《World Journal of Clinical Cases》 SCIE 2024年第1期32-41,共10页
BACKGROUND Prostate cancer(PCa)is a widespread malignancy,predominantly affecting elderly males,and current methods for diagnosis and treatment of this disease continue to fall short.The marker Ki-67(MKI67)has been pr... BACKGROUND Prostate cancer(PCa)is a widespread malignancy,predominantly affecting elderly males,and current methods for diagnosis and treatment of this disease continue to fall short.The marker Ki-67(MKI67)has been previously demonstrated to correlate with the proliferation and metastasis of various cancer cells,including those of PCa.Hence,verifying the association between MKI67 and the diagnosis and prognosis of PCa,using bioinformatics databases and clinical data analysis,carries significant clinical implications.AIM To explore the diagnostic and prognostic efficacy of antigens identified by MKI67 expression in PCa.METHODS For cohort 1,the efficacy of MKI67 diagnosis was evaluated using data from The Cancer Genome Atlas(TCGA)and Genotype-Tissue Expression(GTEx)databases.For cohort 2,the diagnostic and prognostic power of MKI67 expression was further validated using data from 271 patients with clinical PCa.RESULTS In cohort 1,MKI67 expression was correlated with prostate-specific antigen(PSA),Gleason Score,T stage,and N stage.The receiver operating characteristic(ROC)curve showed a strong diagnostic ability,and the Kaplan-Meier method demonstrated that MKI67 expression was negatively associated with the progression-free interval(PFI).The time-ROC curve displayed a weak prognostic capability for MKI67 expression in PCa.In cohort 2,MKI67 expression was significantly related to the Gleason Score,T stage,and N stage;however,it was negatively associated with the PFI.The time-ROC curve revealed the stronger prognostic capability of MKI67 in patients with PCa.Multivariate COX regression analysis was performed to select risk factors,including PSA level,N stage,and MKI67 expression.A nomogram was established to predict the 3-year PFI.CONCLUSION MKI67 expression was positively associated with the Gleason Score,T stage,and N stage and showed a strong diagnostic and prognostic ability in PCa. 展开更多
关键词 Marker Ki-67 Prostate cancer BIOMARKER diagnosis PROGNOSIS
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Circular RNAs in breast cancer diagnosis,treatment and prognosis 被引量:1
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作者 XIAOJIA HUANG CAILU SONG +2 位作者 JINHUI ZHANG LEWEI ZHU HAILIN TANG 《Oncology Research》 SCIE 2024年第2期241-249,共9页
Breast cancer has surpassed lung cancer to become the most common malignancy worldwide.The incidence rate and mortality rate of breast cancer continue to rise,which leads to a great burden on public health.Circular RN... Breast cancer has surpassed lung cancer to become the most common malignancy worldwide.The incidence rate and mortality rate of breast cancer continue to rise,which leads to a great burden on public health.Circular RNAs(circRNAs),a new class of noncoding RNAs(ncRNAs),have been recognized as important oncogenes or suppressors in regulating cancer initiation and progression.In breast cancer,circRNAs have significant roles in tumorigenesis,recurrence and multidrug resistance that are mediated by various mechanisms.Therefore,circRNAs may serve as promising targets of therapeutic strategies for breast cancer management.This study reviews the most recent studies about the biosynthesis and characteristics of circRNAs in diagnosis,treatment and prognosis evaluation,as well as the value of circRNAs in clinical applications as biomarkers or therapeutic targets in breast cancer.Understanding the mechanisms by which circRNAs function could help transform basic research into clinical applications and facilitate the development of novel circRNA-based therapeutic strategies for breast cancer treatment. 展开更多
关键词 CircRNA Breast cancer diagnosis TREATMENT BIOMARKER
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Non-participation of asymptomatic candidates in screening protocols reduces early diagnosis and worsens prognosis of colorectal cancer 被引量:1
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作者 Sergio Pérez-Holanda 《World Journal of Gastroenterology》 SCIE CAS 2024年第26期3198-3200,共3页
The Agatsuma et al’s study shows that despite the evidence of the benefits of an early colorectal cancer(CRC)diagnosis,through screening in asymptomatic subjects,up to 50%of candidates reject this option and many of ... The Agatsuma et al’s study shows that despite the evidence of the benefits of an early colorectal cancer(CRC)diagnosis,through screening in asymptomatic subjects,up to 50%of candidates reject this option and many of those affected are diagnosed later,in advanced stages.The efficacy of screening programs has been well-established for several years,which reduces the risk of CRC morbidity and mortality,without taking into account the test used for screening,or other tools.Nevertheless,a significant proportion of patients remain unscreened,so understanding the factors involved,as well as the barriers of the population to adherence is the first step to possibly modify the participation rate.These barriers could include a full range of social and political aspects,especially the type of financial provision of each health service.In Japan,health services are universal,and this advantageous situation makes it easier for citizens to access to these services,contributing to the detection of various diseases,including CRC.Interestingly,the symptomatic CRC group had a lower early-stage diagnosis rate than the patients detected during follow-up for other comorbidities,and symptomatic and cancer screening groups showed similar early-stage diagnosis. 展开更多
关键词 Colorectal neoplasms cancer registry Diagnostic route cancer screening Stage at diagnosis
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Roles and application of exosomes in the development,diagnosis and treatment of gastric cancer
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作者 Xiao-Li Guan Xiao-Ying Guan Zheng-Yi Zhang 《World Journal of Gastrointestinal Oncology》 SCIE 2024年第3期630-642,共13页
As important messengers of intercellular communication,exosomes can regulate local and distant cellular communication by transporting specific exosomal con-tents and can also promote or suppress the development and pr... As important messengers of intercellular communication,exosomes can regulate local and distant cellular communication by transporting specific exosomal con-tents and can also promote or suppress the development and progression of gas-tric cancer(GC)by regulating the growth and proliferation of tumor cells,the tumor-related immune response and tumor angiogenesis.Exosomes transport bioactive molecules including DNA,proteins,and RNA(coding and noncoding)from donor cells to recipient cells,causing reprogramming of the target cells.In this review,we will describe how exosomes regulate the cellular immune respon-se,tumor angiogenesis,proliferation and metastasis of GC cells,and the role and mechanism of exosome-based therapy in human cancer.We will also discuss the potential application value of exosomes as biomarkers in the diagnosis and treat-ment of GC and their relationship with drug resistance. 展开更多
关键词 EXOSOMES Gastric cancer Immune regulation diagnosis cancer therapy
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Recent advances in living cell nucleic acid probes based on nanomaterials for early cancer diagnosis
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作者 Xuyao Liu Qi Shi +7 位作者 Peng Qi Ziming Wang Tongyue Zhang Sijia Zhang Jiayan Wu Zhaopei Guo Jie Chen Qiang Zhang 《Asian Journal of Pharmaceutical Sciences》 SCIE CAS 2024年第3期22-40,共19页
The early diagnosis of cancer is vital for effective treatment and improved prognosis. Tumor biomarkers, which can be used for the early diagnosis, treatment, and prognostic evaluation of cancer, have emerged as a top... The early diagnosis of cancer is vital for effective treatment and improved prognosis. Tumor biomarkers, which can be used for the early diagnosis, treatment, and prognostic evaluation of cancer, have emerged as a topic of intense research interest in recent years. Nucleic acid, as a type of tumor biomarker, contains vital genetic information, which is of great significance for the occurrence and development of cancer. Currently, living cell nucleic acid probes, which enable the in situ imaging and dynamic monitoring of nucleic acids, have become a rapidly developing field. This review focuses on living cell nucleic acid probes that can be used for the early diagnosis of tumors. We describe the fundamental design of the probe in terms of three units and focus on the roles of different nanomaterials in probe delivery. 展开更多
关键词 Nucleic acid NANOMATERIALS In situ detection Living cell Early cancer diagnosis
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Clinical significance of peripheral blood UL16 and DR-70 for the early diagnosis and prognostic evaluation of colorectal cancer
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作者 Zhi-Ping Zong Chen Wu 《World Journal of Gastrointestinal Oncology》 SCIE 2024年第9期3832-3838,共7页
BACKGROUND Early diagnosis of colorectal cancer(CRC)is of great significance to improve the survival rate and quality of life of patients,but early diagnosis of CRC requires more sensitive techniques.Peripheral blood ... BACKGROUND Early diagnosis of colorectal cancer(CRC)is of great significance to improve the survival rate and quality of life of patients,but early diagnosis of CRC requires more sensitive techniques.Peripheral blood UL16-binding protein 2(ULBP2)and human fibrinogen degradation products(DR-70)are the main indicators for the diagnosis of malignant tumors.AIM To assess ULBP2 and DR-70 potential for the early diagnosis and prognostic evaluation of CRC to provide a reference.METHODS This study involved 60 patients with early-stage CRC(CRC group),50 patients with benign colorectal tumors(benign group),and 50 healthy patients(control group)enrolled at the Affiliated Hospital of Jiangnan University and Jiangsu Province Official Hospital between January,2020 and January,2022.ULBP2 and DR-70 levels in the blood were determined and differences among the three groups and early diagnostic values for CRC were determined.Patients with CRC were divided into the good prognosis and poor prognosis groups,and ULBP2 and DR-70 levels in the blood and diagnostic values were compared.RESULTS ULBP2 and DR-70 serum levels were significantly higher in the CRC group than in the control and benign groups(P<0.05);however,no significant differences were observed between the benign and control groups(P>0.05).Among the 60 patients with CRC followed up for two years,two died(3.33%)and 15 exhibited tumor metastasis,progression,or recurrence(25.00%).ULBP2 and DR-70 serum levels were significantly higher in the poor prognosis group than in the good prognosis group(P<0.05).A receiver operating characteristic curve was plotted.Area under the curve,sensitivity,and specificity of serum ULBP2 with DR-70 for the early diagnosis of CRC were higher than those of the single serum indices(P<0.05)in both the good and poor prognosis groups.CONCLUSION ULBP2 and DR-70 serum levels were significantly high in patients with early-stage CRC.They improved the diagnostic rate of early-stage CRC and predicted patient prognosis,thereby showing clinical application potential. 展开更多
关键词 ULBP2 DR-70 Colorectal cancer Early diagnosis PROGNOSIS
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Impact of cancer diagnosis on life expectancy by area-level socioeconomic groups in New South Wales, Australia: a population-based study
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作者 Md Mijanur Rahman Michael David +5 位作者 David Goldsbury Karen Canfell Kou Kou Paramita Dasgupta Peter Baade Xue Qin Yu 《Cancer Biology & Medicine》 SCIE CAS CSCD 2024年第8期692-702,共11页
Objective: Improvement in cancer survival over recent decades has not been accompanied by a narrowing of socioeconomic disparities. This study aimed to quantify the loss of life expectancy(LOLE) resulting from a cance... Objective: Improvement in cancer survival over recent decades has not been accompanied by a narrowing of socioeconomic disparities. This study aimed to quantify the loss of life expectancy(LOLE) resulting from a cancer diagnosis and examine disparities in LOLE based on area-level socioeconomic status(SES).Methods: Data were collected for all people between 50 and 89 years of age who were diagnosed with cancer, registered in the NSW Cancer Registry between 2001 and 2019, and underwent mortality follow-up evaluations until December 2020. Flexible parametric survival models were fitted to estimate the LOLE by gender and area-level SES for 12 common cancers.Results: Of 422,680 people with cancer, 24% and 18% lived in the most and least disadvantaged areas, respectively. Patients from the most disadvantaged areas had a significantly greater average LOLE than patients from the least disadvantaged areas for cancers with high survival rates, including prostate [2.9 years(95% CI: 2.5±3.2 years) vs. 1.6 years(95% CI: 1.3±1.9 years)] and breast cancer [1.6 years(95% CI: 1.4±1.8 years) vs. 1.2 years(95% CI: 1.0±1.4 years)]. The highest average LOLE occurred in males residing in the most disadvantaged areas with pancreatic [16.5 years(95% CI: 16.1±16.8 years) vs. 16.2 years(95% CI: 15.7±16.7 years)] and liver cancer [15.5 years(95% CI: 15.0±16.0 years) vs. 14.7 years(95% CI: 14.0±15.5 years)]. Females residing in the least disadvantaged areas with thyroid cancer [0.9 years(95% CI: 0.4±1.4 years) vs. 0.6 years(95% CI: 0.2±1.0 years)] or melanoma [0.9 years(95% CI: 0.8±1.1 years) vs. 0.7 years(95% CI: 0.5±0.8 years)] had the lowest average LOLE.Conclusions: Patients from the most disadvantaged areas had the highest LOLE with SES-based differences greatest for patients diagnosed with cancer at an early stage or cancers with higher survival rates, suggesting the need to prioritise early detection and reduce treatment-related barriers and survivorship challenges to improve life expectancy. 展开更多
关键词 cancer diagnosis life expectancy loss of life expectancy area-level socioeconomic status flexible parametric model
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Early diagnosis of pancreatic cancer: Shedding light on an unresolved challenge
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作者 Cristian Lindner 《World Journal of Clinical Cases》 SCIE 2024年第14期2463-2465,共3页
Diagnosing early-stage pancreatic cancer(PC)remains a clinical challenge.Hence,studying novel imaging aspects that could enhance the diagnostic accuracy of malignant pancreatic precursor lesions is imperative.This art... Diagnosing early-stage pancreatic cancer(PC)remains a clinical challenge.Hence,studying novel imaging aspects that could enhance the diagnostic accuracy of malignant pancreatic precursor lesions is imperative.This article aims to un-derscore the promising role of emerging imaging aspects that may facilitate the earlier diagnosis of PC,thereby improving its management and prognosis. 展开更多
关键词 Pancreatic cancer Pancreatic intraepithelial neoplasm High-grade pancreatic intraepithelial neoplasm Pancreatic ducts cancer Early diagnosis
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Advances in endoscopic diagnosis and management of colorectal cancer
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作者 Shi-Wei Li Xiang Liu Si-Yu Sun 《World Journal of Gastrointestinal Oncology》 SCIE 2024年第10期4045-4051,共7页
Colorectal cancer(CRC)is a leading global health concern,and early identification and precise prognosis play a vital role in enhancing patient results.Endoscopy is a minimally invasive imaging technique that is crucia... Colorectal cancer(CRC)is a leading global health concern,and early identification and precise prognosis play a vital role in enhancing patient results.Endoscopy is a minimally invasive imaging technique that is crucial for the screening,diagnosis,and treatment of CRC.This editorial discusses the importance of advances in endoscopic techniques,the integration of artificial intelligence,and the potential of novel technologies in enhancing the diagnosis and management of CRC. 展开更多
关键词 Colorectal cancer Endoscopic diagnosis Endoscopic management Artificial intelligence Endoscopic devices
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Early diagnosis of esophageal cancer:How to put“early detection”into effect?
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作者 Suolang Pubu Jun-Wen Zhang Jian Yang 《World Journal of Gastrointestinal Oncology》 SCIE 2024年第8期3386-3392,共7页
This editorial comments on the article by Qu et al in a recent edition of World Journal of Gastrointestinal Oncology,focusing on the importance of early diagnosis in managing esophageal cancer and strategies for achie... This editorial comments on the article by Qu et al in a recent edition of World Journal of Gastrointestinal Oncology,focusing on the importance of early diagnosis in managing esophageal cancer and strategies for achieving“early detection”.The five-year age-standardized net survival for esophageal cancer patients falls short of expectations.Early detection and accurate diagnosis are critical strategies for improving the treatment outcomes of esophageal cancer.While advancements in endoscopic technology have been significant,there seems to be an excessive emphasis on the latest high-end endoscopic devices and various endoscopic resection techniques.Therefore,it is imperative to redirect focus towards proactive early detection strategies for esophageal cancer,investigate the most cost-effective screening methods suitable for different regions,and persistently explore practical solutions to improve the five-year survival rate of patients with esophageal cancer. 展开更多
关键词 Esophageal cancer Early diagnosis Early detection Iodine staining Five-year survival rate
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Advancements in nutritional diagnosis and support strategies during the perioperative period for patients with liver cancer
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作者 Xiao-Qin Li Yun Liang +5 位作者 Chen-Feng Huang Sui-Ning Li Lei Cheng Chuan You Yao-Xia Liu Tao Wang 《World Journal of Gastrointestinal Surgery》 SCIE 2024年第8期2409-2425,共17页
Liver cancer represents a grave hepatic condition and constitutes a significant global health concern.Surgical resection remains the principal therapeutic modality for liver cancer.Nevertheless,perioperative malnutrit... Liver cancer represents a grave hepatic condition and constitutes a significant global health concern.Surgical resection remains the principal therapeutic modality for liver cancer.Nevertheless,perioperative malnutrition exerts a notable impact on patients with liver cancer,emerging as an independent risk factor for disease mortality and adverse outcomes.Hence,precise nutritional diagnosis and timely nutritional support hold the potential to enhance therapeutic efficacy and quality of life for liver cancer patients.This study represents a meticulous foray into the literature,extracting data from PubMed,Web of Science,and EMBASE databases,with a focus on the past 5 years.It scrutinizes the impact of malnutrition on patients undergoing liver cancer surgery,the etiological underpinnings of malnutrition within this patient cohort,the critical assessment of perioperative nutritional status,and the strategic approaches to nutritional support.Utilizing rigorous inclusion and exclusion criteria,the amassed scholarly works are meticulously synthesized,methodically organized,and categorically elaborated upon.Ultimately,the authors propose the incorporation of a multidisciplinary nutrition management team during the perioperative period,comprising nutritionists,pharmacists,physicians,nurses,psychologists,and rehabilitation therapists,among other specialized professionals.Together,they collaborate to devise and implement personalized nutritional support plans,monitor patients’nutritional status,and make necessary adjustments as required.Through comprehensive management and intervention,improvements in the nutritional status of liver cancer patients can be achieved,thereby enhancing surgical success rates and facilitating postoperative recovery.It is believed that this manuscript will offer valuable insights to advance the nutritional management during the perioperative phase of liver cancer,aiding in ameliorating patients'nutritional status and treatment outcomes. 展开更多
关键词 Liver cancer Nutritional diagnosis Nutritional support Perioperative period Genetic testing IMMUNONUTRITION Probiotics and gut microbiota
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A Genetic Algorithm-Based Optimized Transfer Learning Approach for Breast Cancer Diagnosis
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作者 Hussain AlSalman Taha Alfakih +2 位作者 Mabrook Al-Rakhami Mohammad Mehedi Hassan Amerah Alabrah 《Computer Modeling in Engineering & Sciences》 SCIE EI 2024年第12期2575-2608,共34页
Breast cancer diagnosis through mammography is a pivotal application within medical image-based diagnostics,integral for early detection and effective treatment.While deep learning has significantly advanced the analy... Breast cancer diagnosis through mammography is a pivotal application within medical image-based diagnostics,integral for early detection and effective treatment.While deep learning has significantly advanced the analysis of mammographic images,challenges such as low contrast,image noise,and the high dimensionality of features often degrade model performance.Addressing these challenges,our study introduces a novel method integrating Genetic Algorithms(GA)with pre-trained Convolutional Neural Network(CNN)models to enhance feature selection and classification accuracy.Our approach involves a systematic process:first,we employ widely-used CNN architectures(VGG16,VGG19,MobileNet,and DenseNet)to extract a broad range of features from the Medical Image Analysis Society(MIAS)mammography dataset.Subsequently,a GA optimizes these features by selecting the most relevant and least redundant,aiming to overcome the typical pitfalls of high dimensionality.The selected features are then utilized to train several classifiers,including Linear and Polynomial Support Vector Machines(SVMs),K-Nearest Neighbors,Decision Trees,and Random Forests,enabling a robust evaluation of the method’s effectiveness across varied learning algorithms.Our extensive experimental evaluation demonstrates that the integration of MobileNet and GA significantly improves classification accuracy,from 83.33%to 89.58%,underscoring the method’s efficacy.By detailing these steps,we highlight the innovation of our approach which not only addresses key issues in breast cancer imaging analysis but also offers a scalable solution potentially applicable to other domains within medical imaging. 展开更多
关键词 Deep learning convolution neural network(CNN) support vector machine(SVM) genetic algorithmic(GA) breast cancer an optimized smart diagnosis
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A Hybrid Learning Algorithm for Breast Cancer Diagnosis
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作者 Alio Boubacar Goga Harouna Naroua Chaibou Kadri 《Journal of Intelligent Learning Systems and Applications》 2024年第3期262-273,共12页
In many fields, particularly that of health, the diagnosis of diseases is a very difficult task to carry out. Therefore, early detection of diseases using artificial intelligence tools can be of paramount importance i... In many fields, particularly that of health, the diagnosis of diseases is a very difficult task to carry out. Therefore, early detection of diseases using artificial intelligence tools can be of paramount importance in the medical field. In this study, we proposed an intelligent system capable of performing diagnoses for radiologists. The support system is designed to evaluate mammographic images, thereby classifying normal and abnormal patients. The proposed method (DiagBC for Breast Cancer Diagnosis) combines two (2) intelligent unsupervised learning algorithms (the C-Means clustering algorithm and the Gaussian Mixture Model) for the segmentation of medical images and an algorithm for supervised learning (a modified DenseNet) for the diagnosis of breast images. Ultimately, a prototype of the proposed system was implemented for the Magori Polyclinic in Niamey (Niger) making it possible to diagnose (or classify) breast cancer into two (2) classes: the normal class and the abnormal class. 展开更多
关键词 Image diagnosis SEGMENTATION DenseNet Unsupervised Learning Supervised Learning Breast cancer
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Chinese guidelines for diagnosis and treatment of primary lung cancer 2018 (English version) 被引量:24
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作者 National Health Commission of the People’s Republic of China 《Chinese Journal of Cancer Research》 SCIE CAS CSCD 2019年第1期1-28,共28页
Contents1. Overview2. Screening and diagnosis2.1 Risk factors for lung cancer2.1.1 Smoking and passive smoking2.1.2 Indoor pollution2.1.3 Indoor radon exposure2.1.4 Outdoor air pollution2.1.5 Occupational factors2.1.6... Contents1. Overview2. Screening and diagnosis2.1 Risk factors for lung cancer2.1.1 Smoking and passive smoking2.1.2 Indoor pollution2.1.3 Indoor radon exposure2.1.4 Outdoor air pollution2.1.5 Occupational factors2.1.6 Family history of lung cancer and genetic susceptibility2.1.7 Other factors. 展开更多
关键词 CHINESE GUIDELINES diagnosis TREATMENT Lung cancer
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Analysis of the Clinical Value of Immunohistochemical Testing in the Pathological Diagnosis of Breast Cancer
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作者 Qiushuang Ma Jirui Sun +2 位作者 Haizhi Qiao Xueli Wang Jinku Zhang 《Proceedings of Anticancer Research》 2024年第4期1-6,共6页
Objective:To investigate the clinical value of immunohistochemistry(IHC)detection in the pathological diagnosis of breast cancer.Methods:Eighty breast cancer patients admitted to Baoding No.1 Central Hospital from Jun... Objective:To investigate the clinical value of immunohistochemistry(IHC)detection in the pathological diagnosis of breast cancer.Methods:Eighty breast cancer patients admitted to Baoding No.1 Central Hospital from June 2022 to June 2023 were selected as study subjects.The samples were divided into a positive group(40 cases)and a negative group(40 cases)according to ER and PR test results.Immunohistochemistry was performed on all patients to compare the differences between the two groups in C-erbB-2 positive expression and axillary lymph node metastasis.Results:The positive expression rate of C-erbB-2 in the positive group(35.00%)was significantly lower than that in the negative group(80.00%),with a highly significant difference(P<0.001).The axillary lymph node metastasis rate in the positive group(40.00%)was significantly lower than that in the negative group(75.00%),with a significant difference(P<0.05).Conclusion:Immunohistochemical detection in breast cancer pathology enhances diagnostic accuracy,predicts prognosis,and supports personalized treatment by identifying ER,PR,and C-erbB-2.It is worth being widely adopted in clinical practice. 展开更多
关键词 Breast cancer Pathological diagnosis Immunohistochemical detection
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Research Progress of Ultrasound Radiomics in The Diagnosis and Treatment of Breast Cancer
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作者 Hanjiao Zhou Huhu Chen 《Journal of Clinical and Nursing Research》 2024年第4期334-339,共6页
With the advancement of medical research in recent years and the frequent occurrence of different types of cancer, breast cancer has gradually attracted the public’s attention. The incidence of breast cancer is risin... With the advancement of medical research in recent years and the frequent occurrence of different types of cancer, breast cancer has gradually attracted the public’s attention. The incidence of breast cancer is rising, mainly affecting women with a high mortality rate. According to the clinical treatment effect, early diagnosis and early treatment can effectively control the mortality of breast cancer and improve patient’s quality of life. Ultrasound radiomics is an emerging field that can extract quantitative high-dimensional data from ultrasound images. Recently, ultrasound radiomics has been widely used in the clinical treatment of breast cancer. This paper analyzed the research progress of ultrasound radiomics in the diagnosis and treatment of breast cancer. 展开更多
关键词 Ultrasound radiomics Breast cancer diagnosis and treatment Research progress
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Chinese quality control indices for standardized diagnosis and treatment of renal cancer(2022 edition)
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作者 Lin Yao Yicong Du +18 位作者 Wen Dong Xianshu Gao Jun Guo Jianxing Qiu Qiang Wei Shikai Wu Dingwei Ye Wei Yu Hao Zeng Qian Zhang Yong Zhang Zhiling Zhang Fangjian Zhou Wenjing Yang Hui Wang Xu Zhang Zhisong He for Renal Cancer Quality Control Experts Committee of National Cancer Quality Control Center National Cancer Center of the People’s Republic of China 《Journal of the National Cancer Center》 2024年第1期6-13,共8页
Renal cancer is one of the most common malignancies of the urinary system,and the number of deaths continues to increase.The standardized management of the diagnosis and treatment of renal cancer is challenging due to... Renal cancer is one of the most common malignancies of the urinary system,and the number of deaths continues to increase.The standardized management of the diagnosis and treatment of renal cancer is challenging due to the great differences in the diagnosis and treatment of renal cancer in different regions.The Renal Cancer Expert Committee of the National Cancer Quality Control Center(NCQCC)identified a lack of authoritative quality control standards as an opportunity to utilize its multidisciplinary membership to improve the standardized diagnosis and treatment of renal cancer.The Renal Cancer Expert Committee of the NCQCC aims to promote quality control and national standardization,uniformity,and normalization of renal cancer diagnosis and treatment,which ultimately improved the survival rate and quality of life of renal cancer patients.A panel of experts with renal cancer surgery,renal cancer medicine,medical imaging,pathology and radiotherapy were drawn together and determined the quality control standards for the standardized diagnosis and treatment of renal cancer.The Indices includes 20 items that cover all key areas in the diagnosis and treatment of renal cancer,such as standard diagnosis,surgery treatment,systemic treatment,and prognostic evaluation. 展开更多
关键词 Renal cancer Standardized diagnosis and treatment Quality control index
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National guidelines for diagnosis and treatment of lung cancer 2022 in China(English version) 被引量:5
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作者 Nan Wu +1 位作者 Jia Wang Quanne Wang 《Chinese Journal of Cancer Research》 SCIE CAS CSCD 2022年第3期176-206,共31页
Contents 1.Overview 2.Screening and diagnosis 2.1 Risk factors for lung cancer 2.1.1 Smoking and involuntary smoking 2.1.2 History of chronic obstructive pulmonary disease(COPD)2.1.3 Occupational exposures 2.1.4 Famil... Contents 1.Overview 2.Screening and diagnosis 2.1 Risk factors for lung cancer 2.1.1 Smoking and involuntary smoking 2.1.2 History of chronic obstructive pulmonary disease(COPD)2.1.3 Occupational exposures 2.1.4 Family history of lung cancer and genetic susceptibility 2.1.5 Other factors 2.2 Screening for high-risk population。 展开更多
关键词 diagnosis Lung cancer
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