Deep learning approaches and applications in toxicologic histopathology: Current status and future perspectives

• Main Authors: Shima Mehrvar (Author), Lauren E Himmel (Author), Pradeep Babburi (Author), Andrew L Goldberg (Author), Magali Guffroy (Author), Kyathanahalli Janardhan (Author), Amanda L Krempley (Author), Bhupinder Bawa (Author)
• Format: Book
• Published: Elsevier, 2021-01-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

Whole slide imaging enables the use of a wide array of digital image analysis tools that are revolutionizing pathology. Recent advances in digital pathology and deep convolutional neural networks have created an enormous opportunity to improve workflow efficiency, provide more quantitative, objectiv...