We are looking at AI aided annotation of 4 datasets -
NSCLC-Radiomics, LIDC-IDRI, Duke-Breast-Cancer-MRI, I-SPY2 Trial
- We are considering three models -
UNETR for NSCLC-Radiomics and Duke-Breast-Cancer-MRI
Bi-Directional ConvLSTM U-Net with Densely Connected Convolutions. for LIDC-IDRI
Detectron2 from Meta AI for I-SPY2 Trial
(UNETR - Transformers for 3D Medical Image Segmentation - [2103.10504] UNETR: Transformers for 3D Medical Image Segmentation)
(Detectron2 - Google Colab)
Would you recommend other models?
- For QC metrics we are considering IOU, Dice coefficient and crossentropy loss. Would you recommend other metrics?