Applications of Machine Learning in Human Microbiome Studies: A Review on Feature Selection, Biomarker Identification, Disease Prediction and Treatment.

Marcos-Zambrano LJ, Karaduzovic-Hadziabdic K, Loncar Turukalo T, Przymus P, Trajkovik V, Aasmets O, Berland M, Gruca A, Hasic J, Hron K, Klammsteiner T, Kolev M, Lahti L, Lopes MB, Moreno V, Naskinova I, Org E, Paciência I, Papoutsoglou G, Shigdel R, Stres B, Vilne B, Yousef M, Zdravevski E, Tsamardinos I, Carrillo de Santa Pau E, Claesson MJ, Moreno-Indias I, Truu J

Open source

DOI: 10.3389/fmicb.2021.634511
Published: 2021
Container: Frontiers in microbiology
Publisher: Not recorded
Open access: yes

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Cite this work

BibTeX

@article{allodium:10.3389/fmicb.2021.634511,
  title = {Applications of Machine Learning in Human Microbiome Studies: A Review on Feature Selection, Biomarker Identification, Disease Prediction and Treatment.},
  author = {Marcos-Zambrano LJ and Karaduzovic-Hadziabdic K and Loncar Turukalo T and Przymus P and Trajkovik V and Aasmets O and Berland M and Gruca A and Hasic J and Hron K and Klammsteiner T and Kolev M and Lahti L and Lopes MB and Moreno V and Naskinova I and Org E and Paciência I and Papoutsoglou G and Shigdel R and Stres B and Vilne B and Yousef M and Zdravevski E and Tsamardinos I and Carrillo de Santa Pau E and Claesson MJ and Moreno-Indias I and Truu J},
  year = {2021},
  journal = {Frontiers in microbiology},
  doi = {10.3389/fmicb.2021.634511},
  url = {https://doi.org/10.3389/fmicb.2021.634511}
}

RIS

TY  - JOUR
TI  - Applications of Machine Learning in Human Microbiome Studies: A Review on Feature Selection, Biomarker Identification, Disease Prediction and Treatment.
AU  - Marcos-Zambrano LJ
AU  - Karaduzovic-Hadziabdic K
AU  - Loncar Turukalo T
AU  - Przymus P
AU  - Trajkovik V
AU  - Aasmets O
AU  - Berland M
AU  - Gruca A
AU  - Hasic J
AU  - Hron K
AU  - Klammsteiner T
AU  - Kolev M
AU  - Lahti L
AU  - Lopes MB
AU  - Moreno V
AU  - Naskinova I
AU  - Org E
AU  - Paciência I
AU  - Papoutsoglou G
AU  - Shigdel R
AU  - Stres B
AU  - Vilne B
AU  - Yousef M
AU  - Zdravevski E
AU  - Tsamardinos I
AU  - Carrillo de Santa Pau E
AU  - Claesson MJ
AU  - Moreno-Indias I
AU  - Truu J
PY  - 2021
JO  - Frontiers in microbiology
DO  - 10.3389/fmicb.2021.634511
UR  - https://doi.org/10.3389/fmicb.2021.634511
ER  -

APA

LJ, M., K, K., T, L. T., P, P., V, T., O, A., M, B., A, G., J, H., K, H., T, K., M, K., L, L., MB, L., V, M., I, N., E, O., I, P., G, P., R, S., B, S., B, V., M, Y., E, Z., I, T., E, C. D. S. P., MJ, C., I, M., & J, T. (2021). Applications of Machine Learning in Human Microbiome Studies: A Review on Feature Selection, Biomarker Identification, Disease Prediction and Treatment.. Frontiers in microbiology. https://doi.org/10.3389/fmicb.2021.634511

Source records

pubmed · retrieved 2026-09-26T14:54:00.115Z