A transformer-based deep learning approach for classifying brain metastases into primary organ sites using clinical whole brain MRI

1 code implementation • 7 Oct 2021 • Qing Lyu, Sanjeev V. Namjoshi, Emory McTyre, Umit Topaloglu, Richard Barcus, Michael D. Chan, Christina K. Cramer, Waldemar Debinski, Metin N. Gurcan, Glenn J. Lesser, Hui-Kuan Lin, Reginald F. Munden, Boris C. Pasche, Kiran Kumar Solingapuram Sai, Roy E. Strowd, Stephen B. Tatter, Kounosuke Watabe, Wei zhang, Ge Wang, Christopher T. Whitlow

Treatment decisions for brain metastatic disease rely on knowledge of the primary organ site, and currently made with biopsy and histology.

Tumor Segmentation