[HTML][HTML] Machine Learning and Feature Selection Methods for EGFR Mutation Status Prediction in Lung Cancer
The evolution of personalized medicine has changed the therapeutic strategy from classical
chemotherapy and radiotherapy to a genetic modification targeted therapy, and although …
chemotherapy and radiotherapy to a genetic modification targeted therapy, and although …
A Semiautomatic Image Processing-Based Method for Binary Segmentation of Lungs in Computed Tomography Images
Precise biomedical image segmentation is pivotal in medical diagnosis and treatment.
Among various methodologies, image processing-based techniques are useful due to their …
Among various methodologies, image processing-based techniques are useful due to their …
[HTML][HTML] Semi-supervised approach for egfr mutation prediction on ct images
The use of deep learning methods in medical imaging has been able to deliver promising
results; however, the success of such models highly relies on large, properly annotated …
results; however, the success of such models highly relies on large, properly annotated …
On the way for the best imaging features from CT images to predict EGFR Mutation Status in Lung Cancer
Artificial Intelligence-based tools have shown promising results to help clinicians in
diagnosis tasks. Radio-genomics would aid in the genotype characterization using …
diagnosis tasks. Radio-genomics would aid in the genotype characterization using …
Radiological Medical Imaging Annotation and Visualization Tool
Significant medical image visualization and annotation tools, tailored for clinical users, play
a crucial role in disease diagnosis and treatment. Developing algorithms for annotation …
a crucial role in disease diagnosis and treatment. Developing algorithms for annotation …
[PDF][PDF] AI-Based Cancer Characterisation Using Semi-Supervised Learning Algorithms
CPFA Pinheiro - 2022 - repositorio-aberto.up.pt
Cancer is a broad term used to refer to a large group of related diseases characterised by
abnormal cell growth and division. Among all forms of the disease, lung cancer is by far the …
abnormal cell growth and division. Among all forms of the disease, lung cancer is by far the …
Stacking Approach for Lung Cancer EGFR Mutation Status Prediction from CT Scans
Due to the huge mortality rate of lung cancer, there is a strong need for developing solutions
that help with the early diagnosis and the definition of the most appropriate treatment. In the …
that help with the early diagnosis and the definition of the most appropriate treatment. In the …