Automatic Detection and Segmentation of Breast Cancer on MRI Using Mask R-CNN Trained on Non–Fat-Sat Images and Tested on Fat-Sat Images
Yang Zhang, Si‐Wa Chan, Vivian Youngjean Park, Kai-Ting Chang, Siddharth Mehta, Min Jung Kim, Freddie J. Combs, Peter Chang, Daniel Chow, Ritesh Parajuli, Rita S. Mehta, Chin-Yao Lin, Sou‐Hsin Chien, Jeon‐Hor Chen, Min‐Ying Su
Topics & Concepts
Artificial intelligencePattern recognition (psychology)Convolutional neural networkComputer scienceJaccard indexSegmentationDeep learningSørensen–Dice coefficientMagnetic resonance imagingBreast MRISubtractionReceiver operating characteristicArtificial neural networkHausdorff distanceBreast cancerMammographyImage segmentationCancerMedicineMathematicsRadiologyMachine learningArithmeticInternal medicineMRI in cancer diagnosisAI in cancer detectionBrain Tumor Detection and Classification