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DensityPath: an algorithm to visualize and reconstruct cell state-transition path on density landscape for single-cell RNA sequencing data.
Ziwei Chen
Shaokun An
Xiangqi Bai
Fuzhou Gong
Liang Ma
Lin Wan
Published in:
Bioinform. (2019)
Keyphrases
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input data
dynamic programming
state transition
optimal solution
data sets
training data
objective function
data structure
data analysis
k means
data points
dense regions
state transitions
segmentation algorithm
context aware
linear programming
reinforcement learning
learning algorithm