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Prediction of unenhanced lesion evolution in multiple sclerosis using radiomics-based models: a machine learning approach

Yuling Peng, Yineng Zheng, Zeyun Tan, Junhang Liu, Yayun Xiang, Huan Liu, Linquan Dai, Yanjun Xie, Jingjie Wang, Chun Zeng, Yongmei Li

2021Multiple Sclerosis and Related Disorders41 citationsDOI

Topics & Concepts

Random forestFeature selectionArtificial intelligenceReceiver operating characteristicMedicineSupport vector machineLasso (programming language)RadiomicsMachine learningLogistic regressionPattern recognition (psychology)Confidence intervalComputer scienceInternal medicineWorld Wide WebMultiple Sclerosis Research StudiesRadiomics and Machine Learning in Medical ImagingAI in cancer detection
Prediction of unenhanced lesion evolution in multiple sclerosis using radiomics-based models: a machine learning approach | Litcius