Morphology-based prediction of cancer cell migration using an artificial neural network and a random decision forest
Abstract
Cell migratory direction and speed are predicted based on morphological features using computer vision and machine learning algorithms.
Document Details
- Document Type
- Pub Defense Publication
- Publication Date
- Jan 01, 2018
- Source ID
- 10.1039/c8ib00106e
Entities
People
- Brock Humphries
- Euisik Yoon
- Gary D. Luker
- Kathryn E. Luker
- Lili Chen
- Max S. Wicha
- Riley Brien
- Yu-Chih Chen
- Zhixiong Zhang
Organizations
- National Institutes of Health
- United States Army
- United States Department of Defense
- University of Michigan
- University of Michigan Rogel Cancer Center