Deep Learning-Based Automatic Detection of Brain Metastases in Heterogenous Multi-Institutional Magnetic Resonance Imaging Sets: An Exploratory Analysis of NRG-CC001
Ying Liang, Karen Lee, Joseph Bovi, Joshua D. Palmer, Paul D. Brown, Vinai Gondi, Wolfgang A. Tomé, Tammie L.S. Benzinger, Minesh P. Mehta, X. Allen Li
Topics & Concepts
Artificial intelligenceSørensen–Dice coefficientConvolutional neural networkTest setPattern recognition (psychology)Magnetic resonance imagingDiceSegmentationSimilarity (geometry)Normalization (sociology)MedicineData setCross-validationDeep learningFalse positive rateComputer scienceImage segmentationRadiologyStatisticsMathematicsImage (mathematics)SociologyAnthropologyBrain Metastases and TreatmentMRI in cancer diagnosisAdvanced MRI Techniques and Applications