Machine Learning from Concept to Clinic: Reliable Detection of BRAF V600E DNA Mutations in Thyroid Nodules Using High-Dimensional RNA Expression Data.
James DiggansSu Yeon KimZhanzhi HuDaniel G. PankratzMei G. WongJessica ReynoldsEd Y. TomMoraima PaganRobert J. MonroeJuan RosaiVirginia A. LivolsiRichard B. LanmanRichard T. KloosP. Sean WalshGiulia C. KennedyPublished in: Pacific Symposium on Biocomputing (2015)
Keyphrases
- reliable detection
- machine learning
- high dimensional
- nucleotide sequences
- dna sequences
- computer vision
- sequence analysis
- computational biology
- text mining
- dimensionality reduction
- pattern recognition
- data mining
- sequence data
- ct images
- text classification
- low dimensional
- natural language processing
- decision trees
- machine learning algorithms
- computer aided
- computer aided diagnosis
- nearest neighbor
- genome wide
- lung cancer
- biological sequences
- information extraction
- feature selection