73 citations · 73 across the 1 of their papers we have counts for
2 papers
q-bio.QM2020★ 73 cited
Classification of particle trajectories in living cells: machine learning versus statistical testing hypothesis for fractional anomalous diffusion
Joanna Janczura, Patrycja Kowalek, Hanna Loch-Olszewska +2
Single-particle tracking (SPT) has become a popular tool to study the intracellular transport of molecules in living cells. Inferring the character of their dynamics is important,…
q-bio.QM2019
Classification of diffusion modes in single-particle tracking data: Feature-based versus deep-learning approach
Patrycja Kowalek, Hanna Loch-Olszewska, Janusz Szwabiński
Single-particle trajectories measured in microscopy experiments contain important information about dynamic processes undergoing in a range of materials including living cells and…