Unraveling Radiomics Complexity: Strategies for Optimal Simplicity in Predictive Modeling.
Mahdi Ait Lhaj LoutfiTeodora Boblea PodascaAlex ZwanenburgTaman UpadhayaJorge BarriosDavid R. RaleighWilliam C. ChenDante P. I. CapaldiHong ZhengOlivier GevaertJing WuAlvin C. SilvaPaul J. ZhangHarrison X. BaiJan SeuntjensSteffen LöckPatrick O. RichardOlivier MorinCaroline ReinholdMartin D. LepageMartin VallièresPublished in: CoRR (2024)
Keyphrases
- predictive modeling
- worst case
- optimal strategy
- statistical modeling
- data mining methods
- exploratory data analysis
- optimal solution
- knowledge discovery
- text mining
- data mining
- machine learning
- parameter estimation
- heterogeneous data sets
- database
- big data
- business intelligence
- feature extraction
- case study
- real world