Tensor-Based Approaches for Omics Data Analysis: Applications, Challenges, and Future Directions

Amirhamzeh Khoshnam; Daniel Chafamo; Neriman Tokcan

doi:10.1007/s44007-025-00149-x

Tensor-Based Approaches for Omics Data Analysis: Applications, Challenges, and Future Directions

Amirhamzeh Khoshnam
, Daniel Chafamo
, Neriman Tokcan

Mathematics

Research output: Contribution to journal › Review article › peer-review

Original language	English
Article number	025011
Journal	Matematica
DOIs	https://doi.org/10.1007/s44007-025-00149-x
State	Accepted/In press - 2025

ASJC Scopus Subject Areas

General Mathematics

Keywords

Cell-cell interaction
Genomics
Multi-omics
Tensor decomposition
Tensors

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10.1007/s44007-025-00149-x

Cite this

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title = "Tensor-Based Approaches for Omics Data Analysis: Applications, Challenges, and Future Directions",

keywords = "Cell-cell interaction, Genomics, Multi-omics, Tensor decomposition, Tensors",

author = "Amirhamzeh Khoshnam and Daniel Chafamo and Neriman Tokcan",

note = "Publisher Copyright: {\textcopyright} The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature 2025.",

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doi = "10.1007/s44007-025-00149-x",

language = "English",

journal = "Matematica",

issn = "2730-9657",

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TY - JOUR

T1 - Tensor-Based Approaches for Omics Data Analysis

T2 - Applications, Challenges, and Future Directions

AU - Khoshnam, Amirhamzeh

AU - Chafamo, Daniel

AU - Tokcan, Neriman

N1 - Publisher Copyright: © The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature 2025.

PY - 2025

Y1 - 2025

KW - Cell-cell interaction

KW - Genomics

KW - Multi-omics

KW - Tensor decomposition

KW - Tensors

UR - https://www.scopus.com/pages/publications/105000539140

UR - https://www.scopus.com/pages/publications/105000539140#tab=citedBy

U2 - 10.1007/s44007-025-00149-x

DO - 10.1007/s44007-025-00149-x

M3 - Review article

AN - SCOPUS:105000539140

SN - 2730-9657

JO - Matematica

JF - Matematica

M1 - 025011

ER -

Tensor-Based Approaches for Omics Data Analysis: Applications, Challenges, and Future Directions

ASJC Scopus Subject Areas

Keywords

Access to Document

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