Preface |
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xi | |
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DIGITAL HEALTH TECHNOLOGY DATA IN BIOCOMPUTING: RESEARCH EFFORTS AND CONSIDERATIONS FOR EXPANDING ACCESS |
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1 | (1) |
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Detection of Mild Cognitive Impairment from Language Markers with Crossmodal Augmentation |
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1 | (18) |
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How Fitbit data are being made available to registered researchers in All of Us Research Program |
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19 | (12) |
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Risk for Poor Post-Operative Quality of Life Among Wearable Use Subgroups in an All of Us Research Cohort |
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31 | (12) |
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Feasibility of Using an Armband Optical Heart Rate Sensor in Naturalistic Environment |
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43 | (12) |
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GRAPH REPRESENTATIONS AND ALGORITHMS IN BIOMEDICINE |
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55 | (6) |
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Mutual interactors as a principle for phenotype discovery in molecular interaction networks |
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61 | (12) |
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Prediction of Kinase-Substrate Associations Using The Functional Landscape of Kinases and Phosphorylation Sites |
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73 | (12) |
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Filipa Blasco Tavares Pereira Lopes |
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A Graph Coarsening Algorithm for Compressing Representations of Single-Cell Data with Clinical or Experimental Attributes |
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85 | (12) |
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Time-aware Embeddings of Clinical Data using a Knowledge Graph |
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97 | (12) |
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Contrastive learning ofprotein representations with graph neural networks for structural and functional annotations |
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109 | (12) |
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Selecting Clustering Algorithms for Identity-By-Descent Mapping |
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121 | (12) |
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Efficient Reconstruction of Stochastic Pedigrees: Some Steps from Theory to Practice |
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133 | (12) |
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Graph algorithms for predicting subcellular localization at the pathway level |
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145 | (12) |
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Improving target-disease association prediction through a graph neural network with credibility information |
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157 | (12) |
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Integrated Graph Propagation and Optimization with Biological Applications |
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169 | (12) |
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OVERCOMING HEALTH DISPARITIES IN PRECISION MEDICINE |
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181 | (5) |
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A transfer learning approach based on random forest with application to breast cancer prediction in underrepresented populations |
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186 | (12) |
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FairPRS: adjusting for admixed populations in polygenic risk scores using invariant risk minimization |
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198 | (11) |
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Using Association Rules to Understand the Risk of Adverse Pregnancy Outcomes in a Diverse Population |
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209 | (12) |
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The Role of Global and Local Ancestry on Clopidogrel Response in African Americans |
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221 | (12) |
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Leveraging Multi-Ancestry Polygenic Risk Scores for Body Mass Index to Predict Antiretroviral Therapy-Induced Weight Gain |
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233 | (12) |
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Fine-scale subpopulation detection via an SNP-based unsupervised method: A case study on the 1000 Genomes Project resources |
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245 | (12) |
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PRECISION MEDICINE: USING ARTIFICIAL INTELLIGENCE TO IMPROVE DIAGNOSTICS AND HEALTHCARE |
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257 | (6) |
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Self-omics: A Self-supervised Learning Framework for Multi-omics Cancer Data |
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263 | (12) |
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BaySyn: Bayesian Evidence Synthesis for Multi-system Multiomic Integration |
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275 | (12) |
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Veerabhadran Baladandayuthapani |
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Trans-omic Knowledge Transfer Modeling Infers Gut Microbiome Biomarkers of Anti-TNF Resistance in Ulcerative Colitis |
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287 | (12) |
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Multi-treatment Effect Estimation from Biomedical Data |
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299 | (12) |
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An Approach to Identifying and Quantifying Bias in Biomedical Data |
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311 | (12) |
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M. Clara De Paolis Kaluza |
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Multi-objective prioritization of genes for high-throughput functional assays towards improved clinical variant classification |
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323 | (12) |
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Acoustic-Linguistic Features for Modeling Neurological Task Score in Alzheimer's |
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335 | (12) |
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PiTE: TCR-epitope Binding Affinity Prediction Pipeline using Transformer-based Sequence Encoder |
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347 | (12) |
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Exploiting Domain Knowledge as Causal Independencies in Modeling Gestational Diabetes |
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359 | (12) |
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Knowledge-Driven Mechanistic Enrichment of the Preeclampsia Ignorome |
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371 | (12) |
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William A. Baumgartner Jr. |
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Development and application of a computable genotype model in the GA4GH Variation Representation Specification |
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383 | (12) |
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Predictive modeling using shape statistics for interpretable and robust quality assurance of automated contours in radiation treatment planning |
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395 | (12) |
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SALUD: SCALABLE APPLICATIONS OF CLINICAL RISK UTILITY AND PREDICTION |
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407 | (6) |
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Diversity is key for cross-ancestry transferability of glaucoma genetic risk scores in Hispanic Veterans in the Million Veteran Program |
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413 | (12) |
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Predictive models for abdominal aortic aneurysms using polygenic scores and PheWAS-derived risk factors |
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425 | (12) |
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Quantifying factors that affect polygenic risk score performance across diverse ancestries and age groups for body mass Index |
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437 | (12) |
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Polygenic resilience score may be sensitive to preclinical Alzheimer's disease changes |
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449 | (12) |
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TOWARDS ETHICAL BIOMEDICAL INFORMATICS: LEARNING FROM OLELO NOEAU, HAWAIIAN PROVERBS |
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461 | (11) |
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The Effect of AI-Enhanced Breast Imaging on the Caring Radiologist-Patient Relationship |
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472 | (12) |
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Federated Learning for Sparse Bayesian Models with Applications to Electronic Health Records and Genomics |
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484 | (12) |
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Not in my AT. Moral engagement and disengagement in health care AI development |
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496 | (11) |
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VdistCox: Vertically distributed Cox proportional hazards model with hyperparameter optimization |
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507 | (12) |
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Algorithmic Fairness in the Roberts Court Era |
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519 | (12) |
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Accessing clinical-grade genomic classification data through the ClinGen Data Platform |
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531 | (5) |
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Biomedical research in the Cloud: Considerations for researchers and organizations moving to (or adding) cloud computing resources |
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536 | (5) |
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High-Performance Computing Meets High-Performance Medicine |
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541 | (5) |
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Risk prediction: Methods, Challenges, and Opportunities |
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546 | (3) |
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Single Cell Spatial Biology for Precision Cancer Medicine |
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549 | (6) |
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Separating Clinical and Subclinical Depression by Big Data Informed Structural Vulnerability Index and Its impact on Cognition: ENIGMA Dot Product |
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555 | |
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