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DeepInfer: open-source deep learning deployment toolkit for image-guided therapy
2017
Medical Imaging 2017: Image-Guided Procedures, Robotic Interventions, and Modeling
Deep learning models have outperformed some of the previous state-of-the-art approaches in medical image analysis. Instead of using hand-engineered features, deep models attempt to automatically extract hierarchical representations at multiple levels of abstraction from the data. Therefore, deep models are usually considered to be more flexible and robust solutions for image analysis problems compared to conventional computer vision models. They have demonstrated significant improvements in
doi:10.1117/12.2256011
pmid:28615794
pmcid:PMC5467894
dblp:conf/miigp/MehrtashPHBKWRF17
fatcat:jtqv4bxsdzbq5mc6ka3rbp4f6e