AI-based Analysis
Organ segmentation is essential but tough and prone to errors if done by hand.
We introduced a lightning-fast deep learning solution that segments major organs, cells, lymph nodes and bloodvessels! Achieves speeds orders of magnitude faster than other algorithms.
Matches or even tops the quality of top-tier approaches and human experts.
Directly aids biomedical research, e.g. by pinpointing cancer metastases!
Our research papers include furhter insights into the algorithms:
[pubmed] Scalable tissue labeling and clearing of intact human organs
[pubmed] Deep Learning Reveals Cancer Metastasis and Therapeutic Antibody Targeting in the Entire Body
[pubmed] Machine learning analysis of whole mouse brain vasculature
[ResearchGate] MetGAN-based Data Augmentation for Improved Metastasis Segmentation in Light-Sheet Microscopy