Beyond the Microscope: Cytologic Diagnosis of Lymphoma and the Role of AI in Modern Practice

Learn more about our AI Large Cell Lymphoma Detection for dogs and cats.

Moichor's PathView AI-powered lymph node assessment for dogs and cats launches December 1st. This technology uses artificial intelligence to rapidly detect large cell lymphoma from cytology slides. In this webinar, Dr. Davis covers lymphoma classification systems, describes the heterogeneous nature of lymphoma, grading as low, intermediate, or high-grade based on cell size, mitotic index, and growth patterns, with high-grade lymphomas being aggressive and rapidly progressive. The AI system uses a three-stage pipeline that mimics a pathologist's workflow: identifying diagnostic quality regions, detecting and classifying relevant cells (small lymphocytes, large lymphocytes, and lysed cells), and analyzing cell populations to determine if images are consistent with large cell lymphoma. Current validation shows 96% accuracy in detecting lymphoma, with the system designed to enhance rather than replace pathologists by providing objective, quantitative data and rapid turnaround times. Initially, all AI results will be manually reviewed by pathologists, but the eventual goal is a fully automated system available 24/7, with optional pathologist confirmation still available for users who request additional review.