Relational persistent homology for multispecies data with application to the tumor microenvironment
Topological data analysis (TDA) is an active field of mathematics for quantifying shape in complex data. Standard methods in TDA such as persistent homology (PH) are typically focused on the analysis of data consisting of a single entity (e.g., cells or molecular species). However, state-of-the-art...
Հիմնական հեղինակներ: | Stolz, BJ, Dhesi, J, Bull, JA, Harrington, HA, Byrne, HM, Yoon, IHR |
---|---|
Ձևաչափ: | Journal article |
Լեզու: | English |
Հրապարակվել է: |
Springer Nature
2024
|
Նմանատիպ նյութեր
-
Multiparameter persistent homology landscapes identify immune cell spatial patterns in tumors
: Vipond, O, և այլն
Հրապարակվել է: (2021) -
Outlier-robust subsampling techniques for persistent homology
: Stolz, BJ
Հրապարակվել է: (2023) -
Indirect effects and spatial scaling affect the persistence of multispecies metapopulations.
: Bonsall, M, և այլն
Հրապարակվել է: (2005) -
Persistent homology of time-dependent functional networks constructed from
coupled time series
: Stolz, B, և այլն
Հրապարակվել է: (2017) -
Global and local persistent homology for the shape and classification of biological data
: Stolz-Pretzer, B
Հրապարակվել է: (2019)