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| 37507059 | Preference matrix guided sparse canonical correlation analysis for mining brain imaging genetic associations in Alzheimer's disease. | Methods | 2023 |
| 37829618 | Exploring genetic influences on adverse outcome pathways using heuristic simulation and graph data science. | Comput Toxicol | 2023 |
| 37577697 | Improving Genetic Association Studies with a Novel Methodology that Unveils the Hidden Complexity of All-Cause Heart Failure. | medRxiv | 2023 |
| 37350896 | Exploring Automated Machine Learning for Cognitive Outcome Prediction from Multimodal Brain Imaging using STREAMLINE. | AMIA Jt Summits Transl Sci Proc | 2023 |
| 37350880 | Comparing Amyloid Imaging Normalization Strategies for Alzheimer's Disease Classification using an Automated Machine Learning Pipeline. | AMIA Jt Summits Transl Sci Proc | 2023 |
| 37443040 | ChatGPT and large language models in academia: opportunities and challenges. | BioData Min | 2023 |
| 37277550 | A flexible symbolic regression method for constructing interpretable clinical prediction models. | NPJ Digit Med | 2023 |
| 37038201 | Automated quantitative trait locus analysis (AutoQTL). | BioData Min | 2023 |
| 37475158 | Knowledge graph aids comprehensive explanation of drug and chemical toxicity. | CPT Pharmacometrics Syst Pharmacol | 2023 |
| 37028392 | Evidence of epistasis in regions of long-range linkage disequilibrium across five complex diseases in the UK Biobank and eMERGE datasets. | Am J Hum Genet | 2023 |
| 36541009 | Risk prediction: Methods, Challenges, and Opportunities. | Pac Symp Biocomput | 2023 |
| 34310318 | Genetic Analysis of Coronary Artery Disease Using Tree-Based Automated Machine Learning Informed By Biology-Based Feature Selection. | IEEE/ACM Trans Comput Biol Bioinform | 2022 |
| 35773438 | Multisite learning of high-dimensional heterogeneous data with applications to opioid use disorder study of 15,000 patients across 5 clinical sites. | Sci Rep | 2022 |
| 35840990 | Novel digital approaches to the assessment of problematic opioid use. | BioData Min | 2022 |
| 35639667 | Critical appraisal of artificial intelligence-based prediction models for cardiovascular disease. | Eur Heart J | 2022 |
| 35819939 | Automating Predictive Toxicology Using ComptoxAI. | Chem Res Toxicol | 2022 |
| 36845995 | Preference Matrix Guided Sparse Canonical Correlation Analysis for Genetic Study of Quantitative Traits in Alzheimer's Disease. | Proceedings (IEEE Int Conf Bioinformatics Biomed) | 2022 |
| 36417520 | Generative and reproducible benchmarks for comprehensive evaluation of machine learning classifiers. | Sci Adv | 2022 |
| 36140686 | Mining High-Level Imaging Genetic Associations via Clustering AD Candidate Variants with Similar Brain Association Patterns. | Genes (Basel) | 2022 |
| 36328669 | A manifesto on explainability for artificial intelligence in medicine. | Artif Intell Med | 2022 |
| 35986225 | Predictive value of common genetic variants in idiopathic pulmonary fibrosis survival. | J Mol Med (Berl) | 2022 |
| 35924480 | Genetic heterogeneity: Challenges, impacts, and methods through an associative lens. | Genet Epidemiol | 2022 |
| 36124309 | Knowledge-guided deep learning models of drug toxicity improve interpretation. | Patterns (N Y) | 2022 |
| 35883154 | Benchmarking AutoML frameworks for disease prediction using medical claims. | BioData Min | 2022 |
| 35915443 | Identifying genetic markers enriched by brain imaging endophenotypes in Alzheimer's disease. | BMC Med Genomics | 2022 |
| 34890148 | Improving QSAR Modeling for Predictive Toxicology using Publicly Aggregated Semantic Graph Data and Graph Neural Networks. | Pac Symp Biocomput | 2022 |
| 34890145 | Human Intrigue: Meta-analysis approaches for big questions with big data while shaking up the peer review process. | Pac Symp Biocomput | 2022 |
| 35151364 | Gene-Interaction-Sensitive enrichment analysis in congenital heart disease. | BioData Min | 2022 |
| 35150241 | Proteasome activity modulates amyloid toxicity. | FEMS Yeast Res | 2022 |
| 35086500 | Antihypertensive effects of yoga in a general patient population: real-world evidence from electronic health records, a retrospective case-control study. | BMC Public Health | 2022 |
| 34871929 | Multi-task learning based structured sparse canonical correlation analysis for brain imaging genetics. | Med Image Anal | 2022 |
| 34713318 | The promise of automated machine learning for the genetic analysis of complex traits. | Hum Genet | 2022 |
| 34677586 | PMLB v1.0: an open-source dataset collection for benchmarking machine learning methods. | Bioinformatics | 2022 |
| 31187695 | Anticancer Therapy at the End of Life: Lessons From a Community Cancer Institute. | J Palliat Care | 2021 |
| 33655281 | Multinational Prevalence of Neurological Phenotypes in Patients Hospitalized with COVID-19. | medRxiv | 2021 |
| 33713608 | Discovery and fine-mapping of height loci via high-density imputation of GWASs in individuals of African ancestry. | Am J Hum Genet | 2021 |
| 33652377 | The phenomics and genetics of addictive and affective comorbidity in opioid use disorder. | Drug Alcohol Depend | 2021 |
| 33485343 | Empowering the data science scientist. | BioData Min | 2021 |
| 33564777 | International Comparisons of Harmonized Laboratory Value Trajectories to Predict Severe COVID-19: Leveraging the 4CE Collaborative Across 342 Hospitals and 6 Countries: A Retrospective Cohort Study. | medRxiv | 2021 |
| 33785024 | Ten important roles for academic leaders to promote equity, diversity, and inclusion in data science. | BioData Min | 2021 |
| 33691034 | Translational Bioinformatics: Integrating Electronic Health Record and Omics Data. | Pac Symp Biocomput | 2021 |
| 33691033 | Raising the stakeholders: Improving patient outcomes through interprofessional collaborations in AI for healthcare. | Pac Symp Biocomput | 2021 |
| 34903281 | Estimating prevalence of human traits among populations from polygenic risk scores. | Hum Genomics | 2021 |
| 34757743 | TargetTox: A Feature Selection Pipeline for Identifying Predictive Targets Associated with Drug Toxicity. | J Chem Inf Model | 2021 |
| 34744577 | Leveraging Automated Machine Learning for the Analysis of Global Public Health Data: A Case Study in Malaria. | Int J Public Health | 2021 |
| 33942369 | The Translational Machine: A novel machine-learning approach to illuminate complex genetic architectures. | Genet Epidemiol | 2021 |
| 34086673 | Novel EDGE encoding method enhances ability to identify genetic interactions. | PLoS Genet | 2021 |
| 34282602 | Why Is the Electronic Health Record So Challenging for Research and Clinical Care? | Methods Inf Med | 2021 |
| 33423574 | Metabolomics Insights in Early Childhood Caries. | J Dent Res | 2021 |