AIMC Topic: CA-125 Antigen

Clear Filters Showing 21 to 25 of 25 articles

Models of logistic regression analysis, support vector machine, and back-propagation neural network based on serum tumor markers in colorectal cancer diagnosis.

Genetics and molecular research : GMR May 13, 2016
We evaluated the application of three machine learning algorithms, including logistic regression, support vector machine and back-propagation neural network, for diagnosing congenital heart disease and colorectal cancer. By inspecting related serum t...
Colorectal Neoplasms Biomarkers, Tumor Male Middle Aged Aged Adult Algorithms Female CA-125 Antigen Membrane Proteins Support Vector Machine Case-Control Studies Logistic Models Humans Neural Networks, Computer Machine Learning
View on PubMed DOI

Ovarian Cancer Screening: Recommendations and Future Prospects.

RoFo : Fortschritte auf dem Gebiete der Rontgenstrahlen und der Nuklearmedizin Dec 1, 2025
Ovarian cancer remains a significant cause of mortality among women, largely due to challenges in early detection. Current screening strategies, including transvaginal ultrasound and CA125 testing, have limited sensitivity and specificity, particular...
Forecasting Female Early Detection of Cancer Humans Artificial Intelligence Sensitivity and Specificity Ovarian Neoplasms Biomarkers, Tumor CA-125 Antigen
View on PubMed DOI

Exploring Ovarian Cancer Prediction Models and Potential Markers Using Machine Learning.

Annals of clinical and laboratory science Mar 1, 2025
OBJECTIVE: To develop machine learning models, facilitate a more accurate diagnosis of ovarian cancer (OC), and explore potential markers.
Neural Networks, Computer Machine Learning Female Humans ROC Curve Support Vector Machine Area Under Curve CA-125 Antigen Ovarian Neoplasms Biomarkers, Tumor Middle Aged Aged Adult
View on PubMed

Evaluation of Combined Cancer Markers With Lactate Dehydrogenase and Application of Machine Learning Algorithms for Differentiating Benign Disease From Malignant Ovarian Cancer.

Cancer control : journal of the Moffitt Cancer Center Jan 1, 2021
BACKGROUND: The differential diagnosis of ovarian cancer is important, and there has been ongoing research to identify biomarkers with higher performance. This study aimed to evaluate the diagnostic utility of combinations of cancer markers classifie...
CA-125 Antigen Leukocyte Count Lymphocytes L-Lactate Dehydrogenase WAP Four-Disulfide Core Domain Protein 2 Neutrophils Early Detection of Cancer Diagnosis, Differential Ovarian Neoplasms ROC Curve Membrane Proteins Biomarkers, Tumor Middle Aged Humans Female Adult Machine Learning
View on PubMed DOI

The role of HE4 and CA125 in differentiation between malignant and non-malignant endometrial pathologies.

Ginekologia polska Jan 1, 2016
OBJECTIVES: The aim of the study was to assess the role of HE4 and CA125 in differentiation between malignant and non-malignant endometrial pathologies.
Neoplasm Staging Biomarkers, Tumor Endometrial Neoplasms Middle Aged Female Neoplasm Invasiveness Case-Control Studies Humans CA-125 Antigen Adult Endometrium Proteins Retrospective Studies WAP Four-Disulfide Core Domain Protein 2
View on PubMed DOI
Popular Topics
Recent Journals