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Discrimination of lung tumor and boundary tissues based on laser-induced breakdown spectroscopy and machine learning

Xiaomei Lin, Haoran Sun, Xun Gao, Yuting Xu, Zhenxing Wang, Yue Wang

2021Spectrochimica Acta Part B Atomic Spectroscopy38 citationsDOI

Topics & Concepts

Boosting (machine learning)Feature selectionRandom forestArtificial intelligenceSupport vector machineDecision boundaryGradient boostingDecision treeBoundary (topology)Pattern recognition (psychology)Computer scienceReceiver operating characteristicLungMachine learningMathematicsMedicineInternal medicineMathematical analysisLaser-induced spectroscopy and plasmaSpectroscopy and Chemometric AnalysesAdvanced X-ray and CT Imaging
Discrimination of lung tumor and boundary tissues based on laser-induced breakdown spectroscopy and machine learning | Litcius