Litcius/Paper detail

Embracing imperfect datasets: A review of deep learning solutions for medical image segmentation

Nima Tajbakhsh, Laura Jeyaseelan, Qian Li, Jeffrey N. Chiang, Zhihao Wu, Xiaowei Ding

2020Medical Image Analysis997 citationsDOI

Topics & Concepts

Computer scienceSegmentationImperfectArtificial intelligenceConvolutional neural networkDeep learningField (mathematics)Machine learningImage segmentationMedical imagingData scienceMathematicsLinguisticsPhilosophyPure mathematicsAI in cancer detectionAdvanced Neural Network ApplicationsRadiomics and Machine Learning in Medical Imaging
Embracing imperfect datasets: A review of deep learning solutions for medical image segmentation | Litcius