Preface |
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ACHIEVING TRUSTWORTHY BIOMEDICAL DATA |
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Session Introduction: Achieving Trustworthy Biomedical Data Solutions |
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1 | (13) |
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Selection of Trustworthy Crowd Workers for Telemedical Diagnosis of Pediatric Autism Spectrum Disorder |
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14 | (12) |
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Differential Privacy Protection Against Membership Inference Attack on Machine Learning for Genomic Data |
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26 | (12) |
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Making Compassionate Use More Useful: Using Real-World Data, Real-World Evidence and Digital Twins to Supplement or Supplant Randomized Controlled Trials |
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38 | (12) |
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ADVANCED METHODS FOR BIG DATA ANALYTICS IN WOMEN'S HEALTH |
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Session Introduction: Advanced Methods for Big Data Analytics in Women's Health |
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50 | (5) |
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Natalia Villanueva-Rosales |
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Graciela Gonzalez-Hernandez |
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Intimate Partner Violence and Injury Prediction from Radiology Reports |
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55 | (12) |
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Not All C-sections Are the Same: Investigating Emergency vs. Elective C-section deliveries as an Adverse Pregnancy Outcome |
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67 | (12) |
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Co-occurrence Patterns of Intimate Partner Violence |
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79 | (12) |
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BIOCOMPUTING AND AL FOR INFECTIOUS DISEASE MODELLING AND THERAPEUTICS |
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Session Introduction: Al for Infectious Disease Modelling and Therapeutics |
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91 | (4) |
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Characterization of Anonymous Physician Perspectives on COVID-19 Using Social Media Data |
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95 | (12) |
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Semantic Changepoint Detection for Finding Potentially Novel Research Publications |
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107 | (12) |
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TreeFix-TP: Phylogenetic Error-Correction for Infectious Disease Transmission Network Inference |
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119 | (12) |
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SARS-CoV-2 Drug Discovery based on Intrinsically Disordered Regions |
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131 | (12) |
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Feasibility of the Vaccine Development for SARS-CoV-2 and Other Viruses Using the Shell Disorder Analysis |
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143 | (11) |
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Protein Sequence Models for Prediction and Comparative Analysis of the SARS-CoV-2-Human Interactome |
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154 | (12) |
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COMPUTATIONAL CHALLENGES AND ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE |
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Session Introduction: Computational Challenges and Artificial Intelligence in Precision Medicine |
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166 | (6) |
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AeQTL: eQTL Analysis Using Region-Based Aggregation of Rare Genomic Variants |
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172 | (12) |
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Drug Response Pharmacogenetics for 200,001) UK Biobank Participants |
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184 | (12) |
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ParKCa: Causal Inference with Partially Known Causes |
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196 | (12) |
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Optimization of Genomic Classifiers for Clinical Deployment: Evaluation of Bayesian Optimization to Select Predictive Models of Acute Infection and ln-Hospitul Mortality |
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208 | (12) |
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Truelmage: A Machine Learning Algorithm to Improve the Quality ofTelehealth Photos |
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220 | (12) |
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CheXclwiion: Fairness Gaps in Deep Chest X-ray Classifiers |
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232 | (12) |
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Incorporation of DNA Methylation into eQTL Mapping in African Americans |
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244 | (12) |
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PATTERN RECOGNITION IN BIOMEDICAL DATA FOR DISCOVERY |
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Session Introduction: Innovative Methodological Approaches for Data Integration to Derive Patterns Across Diverse, Large-Scale Biomedical Datasets |
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256 | (5) |
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Frequent Subgraph Mining of Functional Interaction Patterns Across Multiple Cancers |
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261 | (12) |
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Cross-modal Representation Alignment of Molecular Structure and Perturbation-Induced Transcriptional Profiles |
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273 | (12) |
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Topological Feature Extraction and Visualization of Whole Slide Images Using Graph Neural Networks |
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285 | (12) |
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A Multi-Scale Integrated Analysis Identifies KRT8 as a Pan-Cancer Early Biomarker |
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297 | (12) |
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WHAT ABOUT THE ENVIRONMENT? LEVERAGING MULTI-OMIC DATASETS TO CHARACTERIZE THE ENVIRONMENT'S ROLE IN HUMAN HEALTH |
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Session Introduction: What About the Environment? Leveraging Multi-Omic Datasets to Characterize the Environment's Role in Human Health |
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309 | (7) |
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Semi-automated NMR Pipeline for Environmental Exposures: New Insights on the Metabolomics of Smokers versus Non-smokers |
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316 | (12) |
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How Much Does the (Social) Environment Matter? Using Artificial Intelligence to Predict COV1D-19 Outcomes with Socio-demographic Data |
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328 | (8) |
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Bioinformatics of Corals: Investigating Heterogeneous Omics Data from Coral Holobionts for Insight into Reef Health and Resillience |
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336 | (5) |
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Establishing the Reliability of Algorithms |
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341 | (5) |
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Making Tools that People Will Use: User-Centered Design in Computational Biology Research |
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346 | (5) |
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Raising the Stakeholders: Improving Patient Outcomes Through Interprofessional Collaborations in Al for Healthcare |
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351 | (5) |
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Translational Bioinformatws: Integrating Electronic Health Record and Omics Data |
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356 | |
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