Next Generation Radiogenomics Sequencing for Prediction of EGFR and KRAS Mutation Status in NSCLC Patients Using Multimodal Imaging and Machine Learning Approaches.
Isaac ShiriHassan MalekiGhasem HajianfarHamid AbdollahiSaeed AshrafiniaMathieu HattMehrdad OveisiArman RahmimPublished in: CoRR (2019)
Keyphrases
- machine learning approaches
- prognostic factors
- lung cancer
- clinical data
- clinical trials
- machine learning methods
- breast cancer
- genetic algorithm
- machine learning algorithms
- body mass index
- cancer patients
- machine learning
- data mining methods
- machine learning models
- correct classification
- evolutionary algorithm
- image analysis
- patient data
- medical imaging
- statistical analysis
- prediction model
- medical data
- wound healing
- preprocessing
- data mining