Preface |
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iv | |
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Discovery Of Molecularly Targeted Therapies |
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1 | (8) |
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An Integrated Network Approach to Identifying Biological Pathways and Environmental Exposure Interactions in Complex Diseases |
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9 | (12) |
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Computing Therapy for Precision Medicine: Collaborative Filtering Integrates and Predicts Multi-entity Interactions |
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21 | (12) |
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Knowledge-Assisted Approach to Identify Pathways with Differential Dependencies |
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33 | (12) |
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Integrating Genetic and Structural Data on Human Protein Kinome in Network-Based Modeling of Kinase Sensitivities and Resistance to Targeted and Personalized Anticancer Drugs |
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45 | (12) |
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Phenome-Wide Interaction Study (PheWIS) in Aids Clinical Trials Group Data (ACTG) |
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57 | (12) |
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A Framework for Attribute-Based Community Detection with Applications to Integrated Functional Genomics |
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69 | (12) |
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Collective Pairwise Classification for Multi-Way Analysis of Disease and Drug Data |
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81 | (12) |
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Innovative Approaches To Combining Genotype, Phenotype, Epigenetic, And Exposure Data For Precision Diagnostics |
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93 | (3) |
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Testing population-specific quantitative trait associations for clinical outcome relevance in a biorepository linked to electronic health records: LPA and myocardial infarction in African Americans |
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96 | (12) |
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Diagnosis-Guided Method for Identifying Multi-Modality Neuroimaging Biomarkers Associated with Genetic Risk Factors in Alzheimer's Disease |
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108 | (12) |
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Metabolomics Differential Correlation Network Analysis of Osteoarthritis |
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120 | (12) |
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Investigating the Importance of Anatomical Homology for Cross-Species Phenotype Comparisons Using Semantic Similarity |
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132 | (12) |
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Discovering Patient Phenotypes Using Generalized Low Rank Models |
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144 | (12) |
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Inference of Personalized Drug Targets via Network Propagation |
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156 | (12) |
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Integrating Clinical Laboratory Measures and ICD-9 Code Diagnoses in Phenome-Wide Association Studies |
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168 | (12) |
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Methods To Enhance The Reproducibility Of Precision Medicine |
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180 | (3) |
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Reproducible Research Workflow in R for the Analysis of Personalized Human Microbiome Data |
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183 | (12) |
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Dynamically Evolving Clinical Practices and Implications for Predicting Medical Decisions |
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195 | (12) |
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Repurposing Germline Exomes of the Cancer Genome Atlas Demands a Cautious Approach and Sample-Specific Variant Filtering |
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207 | (12) |
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Identification of Questionable Exclusion Criteria in Mental Disorder Clinical Trials Using a Medical Encyclopedia |
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219 | (12) |
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Reproducible and Shareable Quantifications of Pathogenicity |
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231 | (12) |
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Precision Medicine: Data And Discovery For Improved Health And Therapy |
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243 | (6) |
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Knowledge Driven Binning and PheWAS Analysis in Marshfield Personalized Medicine Research Project Using BioBin |
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249 | (12) |
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Multitask Feature Selection with Task Descriptors |
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261 | (12) |
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Personalized Hypothesis Tests for Detecting Medication Response in Parkinson Disease Patients Using iPhone Sensor Data |
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273 | (12) |
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Kidney Disease Genetics and the Importance of Diversity in Precision Medicine |
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285 | (12) |
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Predicting Significance of Unknown Variants in Glial Tumors Through Sub-Class Enrichment |
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297 | (12) |
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Do Cancer Clinical Trial Populations Truly Represent Cancer Patients? A Comparison of Open Clinical Trials to the Cancer Genome Atlas |
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309 | (12) |
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Patient-Specific Data Fusion for Cancer Stratification and Personalised Treatment |
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321 | (12) |
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PRISM: A Data-Driven Platform for Monitoring Mental Health |
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333 | (12) |
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Bayesian Biclustering for Patient Stratification |
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345 | (12) |
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Biofilter as a Functional Annotation Pipeline for Common and Rare Copy Number Burden |
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357 | (12) |
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The Challenges in Using Electronic Health Records for Pharmacogenomics and Precision Medicine Research |
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369 | (12) |
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Separating the Causes and Consequences in Disease Transcriptome |
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381 | (12) |
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A Bayesian Nonparametric Model for Reconstructing Tumor Subclones Based on Mutation Pairs |
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393 | (12) |
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One-Class Detection of Cell States in Tumor Subtypes |
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405 | (12) |
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RDF Sketch Maps -- Knowledge Complexity Reduction for Precision Medicine Analytics |
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417 | (12) |
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429 | (4) |
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Cseq-Simulator: A Data Simulator for CLIP-Seq Experiments |
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433 | (12) |
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A Motif-Based Method for Predicting Interfacial Residues in Both the RNA and Protein Components of Protein-RNA Complexes |
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445 | (11) |
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Detection of Bacterial Small Transcripts from RNA-Seq Data: A Comparative Assessment |
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456 | (12) |
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Social Media Mining For Public Health Monitoring And Surveillance |
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468 | (12) |
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Text Classification for Automatic Detection of E-Cigarette Use and Use for Smoking Cessation from Twitter: A Feasibility Pilot |
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480 | (12) |
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Monitoring Potential Drug Interactions and Reactions via Network Analysis of Instagram User Timelines |
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492 | (12) |
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Towards Early Discovery of Salient Health Threats: A Social Media Emotion Classification Technique |
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504 | (12) |
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Predicting Individual Well-Being Through the Language of Social Media |
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516 | (12) |
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Finding Potentially Unsafe Nutritional Supplements from User Reviews with Topic Modeling |
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528 | (12) |
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Insights from Machine-Learned Diet Success Prediction |
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540 | (12) |
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Translational Bioinformatics 101 |
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552 | (5) |
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Computational Approaches to Study Microbes and Microbiomes |
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557 | (11) |
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Use of Genome Data in Newborns as a Starting Point for Life-Long Precision Medicine |
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568 | (8) |
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Workshop on Topology and Abstract Algebra for Biomedicine |
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576 | (5) |
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Social Media Mining Shared Task Workshop |
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581 | |
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