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

• मुख्य लेखकों: Abhijeet Patil (लेखक), Harsh Diwakar (लेखक), Jay Sawant (लेखक), Nikhil Cherian Kurian (लेखक), Subhash Yadav (लेखक), Swapnil Rane (लेखक), Tripti Bameta (लेखक), Amit Sethi (लेखक)
• स्वरूप: पुस्तक
• प्रकाशित: Elsevier, 2023-01-01T00:00:00Z.
• विषय: article
• ऑनलाइन पहुंच: 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...