Efficient quality control of whole slide pathology images with human-in-the-loop training

• Main Authors: Abhijeet Patil (Author), Harsh Diwakar (Author), Jay Sawant (Author), Nikhil Cherian Kurian (Author), Subhash Yadav (Author), Swapnil Rane (Author), Tripti Bameta (Author), Amit Sethi (Author)
• Format: Book
• Published: Elsevier, 2023-01-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

Histopathology whole slide images (WSIs) are being widely used to develop deep learning-based diagnostic solutions, especially for precision oncology. Most of these diagnostic softwares are vulnerable to biases and impurities in the training and test data which can lead to inaccurate diagnoses. For...