November 26, 2021 review Navigating the pitfalls of applying machine learning in genomics Nature Reviews Genetics DOI: 10.1038/s41576-021-00434-9 OpenAlex Authors 0 Author list not loaded yet. Cited by 6 stored of 293 Search Sort Most cited Newest Oldest Patent citations Title Any typearticle review book-chapter conference-paper preprint dissertation book dataset other Any fieldAgricultural and Biological Sciences Arts and Humanities Biochemistry, Genetics and Molecular Biology Business, Management and Accounting Chemical Engineering Chemistry Computer Science Decision Sciences Dentistry Earth and Planetary Sciences Economics, Econometrics and Finance Energy Engineering Environmental Science Health Professions Immunology and Microbiology Materials Science Mathematics Medicine Neuroscience Nursing Pharmacology, Toxicology and Pharmaceutics Physics and Astronomy Psychology Social Sciences Veterinary Open access Machine learning-based meta-analysis reveals gut microbiome alterations associated with Parkinson’s disease 2025 Nature Communications article Biochemistry, Genetics and Molecular Biology Gut microbiota and health Open access 60 citations Integrative multi‐omics analysis of genomic, epigenomic, and metabolomics data leads to new insights for Attention‐Deficit /Hyperactivity Disorder 2023 American Journal of Medical Genetics Part B Neuropsychiatric Genetics article Medicine Attention Deficit Hyperactivity Disorder Open access 23 citations CimpleG: finding simple CpG methylation signatures 2023 Genome biology article Biochemistry, Genetics and Molecular Biology Epigenetics and DNA Methylation Open access cited by 4 patents 10 citations Confound-leakage: confound removal in machine learning leads to leakage 2022 GigaScience article Mathematics Advanced Causal Inference Techniques Open access 21 citations CimpleG: Finding simple CpG methylation signatures 2022 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Epigenetics and DNA Methylation Open access cited by 4 patents 1 citations Integrative multi-omics analysis of genomic, epigenomic, and metabolomics data leads to new insights for Attention-Deficit/Hyperactivity Disorder 2022 medRxiv preprint Medicine Attention Deficit Hyperactivity Disorder Open access 6 citations 6 results References 0