nanite: using machine learning to assess the quality of atomic force microscopy-enabled nano-indentation data.

Paul MüllerShada AbuhattumStephanie MöllmertElke UlbrichtAnna V TaubenbergerJochen Guck

Published in: BMC bioinformatics (2019)

The addition of quality-based sorting using supervised learning enables a fully automated and reproducible FD data analysis pipeline for biological samples in AFM.

Keyphrases

atomic force microscopy
data analysis
high speed
single molecule
machine learning
quality improvement
deep learning
high throughput
big data
single cell