# A review on omics-based biomarkers discovery for Alzheimer's disease from the bioinformatics perspectives: Statistical approach vs machine learning approach

**Type:** Papers  
**Canonical URL:** https://scholariq.org/papers/a-review-on-omics-based-biomarkers-discovery-for-alzheimer-s-disease-from-the/

## Facts

| Field | Value |
| --- | --- |
| Author Names | Mei Sze Tan,Phaik‐Leng Cheah,Ai‐Vyrn Chin,Lai‐Meng Looi,Siow‐Wee Chang |
| Citations | 62 |
| DOI | 10.1016/j.compbiomed.2021.104947 |
| Fields | Biochemistry, Genetics and Molecular Biology,Medicine |
| Open Access | false |
| OA Status | closed |
| OpenAlex ID | https://openalex.org/W3207662648 |
| PMID | 34678481 |
| Type | article |
| Year | 2021 |

## Paper authors

- [Phaik‐Leng Cheah](https://scholariq.org/researchers/phaik-leng-cheah/)

## Paper primary topic

- [Bioinformatics and Genomic Networks](https://scholariq.org/topics/bioinformatics-and-genomic-networks/)

## Paper topics

- [Bioinformatics and Genomic Networks](https://scholariq.org/topics/bioinformatics-and-genomic-networks/)
- [Metabolomics and Mass Spectrometry Studies](https://scholariq.org/topics/metabolomics-and-mass-spectrometry-studies/)
- [Alzheimer's disease research and treatments](https://scholariq.org/topics/alzheimer-s-disease-research-and-treatments/)

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Source: ScholarIQ — public research metadata, principally OpenAlex. See https://scholariq.org/sources/ for provenance and https://scholariq.org/methodology/ for what these figures mean.