LineageD: An Interactive Visual System for Plant Cell Lineage Assignments based on Correctable Machine Learning
Description
LineageD is a hybrid web-based system to predict, visualize, and interactively adjust plant embryo cell lineages. We used the existing established cell lineages to obtain a neural network model, and allow biologists to use this model to repeatedly predict assignments of a single cell division stage. We also allow them to interactively adjust the predicted assignments, which we then integrate into the pool of verified assignments for further predictions.
Online Demo
You can play with the web prototype version of LineageD by clicking on this link. For getting the password, please contact us via email.
Source Code
We make our source code available here. If you have any questions, feel free to contact us.