Deep learning model for automatic segmentation of lungs and pulmonary metastasis in small animal mr images

HIGHLIGHTS

  • who: Methods and colleagues from the Drexel University, United States have published the paper: Deep learning model for automatic segmentation of lungs and pulmonary metastasis in small animal MR images, in the Journal: (JOURNAL)
  • what: The model is trained specifically for each patient on early timepoints and can be used in follow-up MRI scans of the same patient, thus lacking the generalization capacity. The authors intended to exploit this latter property to efficiently detect pulmonary metastases.
  • how: The authors developed a complete methodological pipeline for the automatised analysis of lung and metastases . . .

     

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