Isfahan University of Medical Sciences

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Faculty Members have conducted research related to the Machine Learning Helps in Prediction of Tobacco Smoking in Adolescents
Seyed Ahmad Vaez
Seyed Ahmad Vaez

Assistant Professor of Bioinformatics

Department of Bioinformatics, School of Advanced Medical Technology

Isfahan University of Medical Sciences

Related Documents
1. Machine Learning Helps in Prediction of Tobacco Smoking in Adolescents, International Journal of Preventive Medicine (2025)
All Documents
1. Interdisciplinary Research in Iran Vii: The Convergence of Biology and Artificial Intelligence, Journal of Medical Signals and Sensors (2025)
2. Investigating Causal Links Between Metabolite Profiles and Ulcerative Colitis: A Bidirectional Mendelian Randomization Study, Journal of Medical Signals and Sensors (2025)
3. Machine Learning Helps in Prediction of Tobacco Smoking in Adolescents, International Journal of Preventive Medicine (2025)
4. Roadmap for a Systems Biology Initiative in Iran, Journal of Medical Signals and Sensors (2025)
5. Using Metabolomics to Investigate the Relationship Between the Metabolomic Profile of the Intestinal Microbiota Derivatives and Mental Disorders in Inflammatory Bowel Diseases: A Narrative Review, Research in Pharmaceutical Sciences (2025)
6. A Genome-Wide Association Meta-Analysis Implicates Hedgehog and Notch Signaling in Dupuytren’S Disease, Nature Communications (2024)
7. Genome-Wide Analysis in Over 1 Million Individuals of European Ancestry Yields Improved Polygenic Risk Scores for Blood Pressure Traits, Nature Genetics (2024)
8. Pathway-Based Mendelian Randomization for Pre-Infection Il-6 Levels Highlights Its Role in Coronavirus Disease, Genes (2024)
9. Prioritization of Kidney Cell Types Highlights Myofibroblast Cells in Regulating Human Blood Pressure, Kidney International Reports (2024)
10. Transcriptomics- and Genomics-Guided Drug Repurposing for the Treatment of Vesicular Hand Eczema, Pharmaceutics (2024)
11. Exploring New Subgroups for Irritable Bowel Syndrome Using a Machine Learning Algorithm, Scientific Reports (2023)
12. Genome-Wide Analysis Identifies Genetic Effects on Reproductive Success and Ongoing Natural Selection at the Fads Locus, Nature Human Behaviour (2023)
13. Re-Investigation of Functional Gastrointestinal Disorders Utilizing a Machine Learning Approach, BMC Medical Informatics and Decision Making (2023)
14. A Mendelian Randomization Cytokine Screen Reveals Il-13 As Causal Factor in Risk of Severe Covid-19, Journal of Infection (2022)
15. Bioinformatic Prioritization and Functional Annotation of Gwas-Based Candidate Genes for Primary Open-Angle Glaucoma, Genes (2022)
16. Dna Methylation: A Potential Mediator Between Air Pollution and Metabolic Syndrome, Clinical Epigenetics (2022)
17. Large-Scale Multi-Omics Studies Provide New Insights Into Blood Pressure Regulation, International Journal of Molecular Sciences (2022)
18. Multidisciplinary Approach to Functional Somatic Syndromes: Study Protocol for a Population-Based Prospective Cohort Study, BMJ Open (2022)
19. Erratum: Publisher Correction: Identification of 371 Genetic Variants for Age at First Sex and Birth Linked to Externalising Behavior (Nature Human Behaviour (2021)), Nature human behaviour (2021)
20. Gwasinspector: Comprehensive Quality Control of Genome-Wide Association Study Results, Bioinformatics (2021)
21. Identification of 371 Genetic Variants for Age at First Sex and Birth Linked to Externalising Behaviour, Nature human behaviour (2021)
22. The Prospective Epidemiological Research Studies in Iran (Persian) Birth Cohort Protocol: Rationale, Design and Methodology, Longitudinal and Life Course Studies (2021)
23. The Prospective Epidemiological Research Studies in Iran (Persian) Birth Cohort Protocol: Rationale, Design and Methodology, Longitudinal and Life Course Studies (2021)
24. Bivariate Genome-Wide Association Analyses of the Broad Depression Phenotype Combined With Major Depressive Disorder, Bipolar Disorder or Schizophrenia Reveal Eight Novel Genetic Loci for Depression, Molecular Psychiatry (2020)
25. Genome-Wide Association Scan of Serum Urea in European Populations Identifies Two Novel Loci, American Journal of Nephrology (2019)
26. Erratum To: Genetic Analysis of Over 1 Million People Identifies 535 New Loci Associated With Blood Pressure Traits (Nature Genetics, (2018), 50, 10, (1412-1425), 10.1038/S41588-018-0205-X), Nature Genetics (2018)
27. Genetic Analysis of Over 1 Million People Identifies 535 New Loci Associated With Blood Pressure Traits, Nature Genetics (2018)
28. Genome Analyses of >200,000 Individuals Identify 58 Loci for Chronic Inflammation and Highlight Pathways That Link Inflammation and Complex Disorders, American Journal of Human Genetics (2018)
29. Genetic and Environmental Influences on Stability and Change in Baseline Levels of C-Reactive Protein: A Longitudinal Twin Study, Atherosclerosis (2017)
30. Genetic Loci Associated With Heart Rate Variability and Their Effects on Cardiac Disease Risk, Nature Communications (2017)
31. Genome-Wide Association Analysis Identifies Novel Blood Pressure Loci and Offers Biological Insights Into Cardiovascular Risk, Nature Genetics (2017)
32. Novel Blood Pressure Locus and Gene Discovery Using Genome-Wide Association Study and Expression Data Sets From Blood and the Kidney, Hypertension (2017)
33. Dna Methylation in Newborns and Maternal Smoking in Pregnancy: Genome-Wide Consortium Meta-Analysis, American Journal of Human Genetics (2016)
34. Genome-Wide Analysis Identifies 12 Loci Influencing Human Reproductive Behavior, Nature Genetics (2016)
35. Investigating the Causal Relationship of C-Reactive Protein With 32 Complex Somatic and Psychiatric Outcomes: A Large-Scale Cross-Consortium Mendelian Randomization Study, PLoS Medicine (2016)
36. Lodgwas: A Software Package for Genome-Wide Association Analysis of Biomarkers With a Limit of Detection, Bioinformatics (2016)
37. The Genetics of Blood Pressure Regulation and Its Target Organs From Association Studies in 342,415 Individuals, Nature Genetics (2016)
38. In Silico Post Genome-Wide Association Studies Analysis of C-Reactive Protein Loci Suggests an Important Role for Interferons, Circulation: Cardiovascular Genetics (2015)
39. Disseminated Subcutaneous Nodules Caused by Pseudallescheria Boydii in an Atopic Patient, International Journal of Dermatology (2006)