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Projects in Awesome Lists tagged with prostate-cancer-detection
A curated list of projects in awesome lists tagged with prostate-cancer-detection .
https://github.com/mainakrepositor/prostate-cancer-detection
Detects and Predicts the presence of Prostate Cancer in a patient
accurate detection prostate-cancer-detection python random-forest streamlit webapp
Last synced: 12 Nov 2024
https://github.com/hasansust32/prostate_cancer_predictio
His study addresses these concerns by predicting prostate cancer using six (6) machine learningtechniques: Random Forest, SVM, KNN, Logistic Regression, Neutral Network, and the Ensemble model. We gathered data from 100 patients who were placed in ten different circumstances. The data was categorised as malignant or non-cancerous. Among the six machine learning techniques, logistic regression, neuralnetworks, and ensemble learning have the potential to reach an accuracy of 95.00 percent. Ensemble learning can detect 96.55%of true positive prostate cancer in our model. KNN has a 90%accuracy rate, whereas SVM and Random Forest have an 85%accuracy rate.
cancer-detection cancer-research healthcare machinelearning-python prostate-cancer prostate-cancer-biopsies prostate-cancer-detection
Last synced: 25 Nov 2024
