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2. High-throughput Characterization of Diagnosis Disparities Across Conditions and Observational Datasets
3. Molecular and genetic effect of coding variants in human
4. Transformer Models for Clinical Target Prediction using Pathology Report Text
5. Using heterogeneous, longitudinal EHR data for risk assessment and early detection of cardiovascular disease
6. Causal machine learning for reliable real-world evidence generation in healthcare
7. Generating Reliable and Responsive Observational Evidence: Reducing Pre-analysis Bias
8. Genetic and environmental determinants of recombination in coronaviruses
9. Genotype-Phenotype Correlation of T Cells from Aged and Alzheimer's Disease Subjects
10. Identifying and Targeting Master Regulators of Drug Resistance in Lung Adenocarcinoma through Network Analysis of Tumor Transcriptomic Data
11. Phenotyping with Partially Labeled, Partially Observed Data
12. Prediction of Human Gut Bacterial Secreted Proteins and their Interactions with Human Colonic Proteins
13. Survivin (BIRC5) Peptide Vaccine in the 4T1 Murine Mammary Tumor Model: A Potential Neoadjuvant T Cell Immunotherapy for Triple Negative Breast Cancer: A Preliminary Study
14. The itaconate-driven immunometabolic response to S. aureus promotes persistent lung infection
15. Using electronic health records to understand COVID-19 risks
16. Common and rare genetic effects on the transcriptome and their contribution to human traits
17. Mind the developmental gap: Identifying adverse drug effects across childhood to evaluate biological mechanisms from growth and development
18. Myeloid Heterogeneity in the Hippocampus
19. Systems-Level Approaches to Understanding Protein Synthesis
20. A Comparative Analysis of Genome Rearrangement in Ciliates
21. Characterizing molecular drivers of clinical outcome in pediatric acute leukemias by systems biology and machine learning
22. Genetic regulatory variant effects across tissues and individuals
23. Integration of Functional Genomic Data in Genetic Analysis
24. Mechanisms Underlying Phenotypic Heterogeneity in Simplex Autism Spectrum Disorders
25. Metabolic evaluation of genetic and environmental contributors to Alzheimer’s disease
26. Methods for modeling the dynamics of microbial communities
27. Paired SARS-CoV-2 spike protein mutations observed during ongoing SARS-CoV-2 viral transfer from humans to minks and back to humans
28. Post-transcriptional gene expression regulation in developmental disorders
29. Towards unified medical evidence computation from literature for evidence-based medicine
30. Whole-genome sequencing data of Kazakh individuals
31. Computational Analysis of Biomolecular Data for Medical Applications from Bulk to Single-cell
32. Electronic Health Record-Derived Phenotyping Models to Improve Genomic Research in Stroke
33. Generative Models for Synthetic Biology
34. Loop Prediction and Homology Modeling with High Resolution
35. Mosaicism and the genetic architecture of congenital heart disease
36. Spatial and genomic analysis of the glioblastoma tumor microenvironment
37. The autophagosomal perspective: Tissue-specificity and cell-specificity of the autophagic response to starvation in vivo
38. Biological Insights from Geometry and Structure of Single-Cell Data
39. Computational Toxinology
40. Investigating and Supporting Sensemaking within Online Health Communities
41. Investigating the utility of exome sequencing for kidney disease
42. New Tools for Understanding and Engineering Complex Microbial Communities
43. Simulating drug responses in laboratory test time series with deep generative modeling
44. Systems Genetics of DNA Damage Tolerance – Cisplatin, RAD5 & CRISPR-mediated Nonsense
45. Adapting and Optimizing CBV-MRI and MEGAPRESS-MRS to Measure Slow Functional Changes in Normal and Abnormal Brains
46. Analysis of Oncogenic Signal Transduction with Application to KRAS Signaling Pathways
47. A Single-Cell Immune Map of Normal and Cancerous Breast Reveals an Expansion of Phenotypic States Driven by the Tumor Microenvironment
48. Attractor Metafeatures and Their Application in Biomolecular Data Analysis
49. Characterization of kinase gene expression and splicing profile in prostate cancer with RNA-Seq data
50. Characterizing Immune Responses to Marburg Virus Infection in Animal Hosts Using Statistical Transcriptomic Analysis
51. Genomic and machine-learning analysis of germline variants in cancer
52. HT-eQTL: integrative expression quantitative trait loci analysis in a large number of human tissues
53. Leveraging patient-provided data to improve understanding of disease risk
54. Life cycle synchronization is a viral drug resistance mechanism
55. Optimizing the Collection and Use of Patient-Generated Health Data
56. Pharmacological risk factors associated with hospital readmission rates in a psychiatric cohort identified using prescriptome data mining
57. Quantitative Approaches to the Genomics of Clonal Evolution
58. Regulation of splicing networks in neurodevelopment
59. Regulatory logic of cellular diversity in the nervous system
60. Systematically Mapping the Epigenetic Context Dependence of Transcription Factor Binding
61. The generation and phenotypic effect of human genetic mutations
62. Assessing the potential of a diabetes self-management technology intervention for underserved adults
63. A Systems-Level Approach to Understand The Seasonal Factors Of Early Development With Clinical and Pharmacological Applications
64. Bayesian estimation of scaled mutation rate under the coalescent: a sequential Monte Carlo approach
65. Developing Statistical Methods for Incorporating Complexity in Association Studies
66. Discovering new drug-drug interactions using data science: Applications to drug-induced Long QT Syndrome
67. Early recognition of multiple sclerosis using natural language processing of the electronic health record
68. Empirical Bayes, Bayes factors and deoxyribonucleic acid fingerprinting
69. Leveraging Knowledge-Based Approaches to Promote Antiretroviral Toxicity Monitoring in Underserved Settings
70. Mindboggling morphometry of human brains
71. Molecular Dynamics Simulations of Microtubule-associated protein 1A/1B-light chain 3 (LC3) and its membrane associated form(LC3-II)
72. Orion: Detecting regions of the human non-coding genome that are intolerant to variation using population genetics
73. Structure Function Analysis of Drug Resistance Driver Mutations in Acute Lymphoblastic Leukemia
74. Systematic, network-based characterization of therapeutic target inhibitors
75. Systems biology approaches to precision medicine
76. Using interspecies biological networks to guide drug therapy
77. Assessment and Documentation of Sexual Orientation and Gender Identity in Home Healthcare
78. Computational Approaches to Characterizing Online Health Communities
79. Confounding effects in gene expression and their impact on downstream analysis
80. Genetics of ABCA4-associated Diseases and Retinitis Pigmentosa
81. Inference of Ancestral Recombination Graphs through Topological Data Analysis
82. Learning cell states from high-dimensional single-cell data
83. Ontology-based Semantic Harmonization of HIV-associated Common Data Elements for Integration of Diverse HIV Research Datasets
84. Pathogenic Mutations in Cancer-Predisposing Genes: A Survey of 300 Patients with Whole-Genome Sequencing and Lifetime Electronic Health Records
85. Patient Engagement to Improve Medication Safety in the Hospital
86. Real-Time Predictions of Reservoir Size and Rebound Time during Antiretroviral Therapy Interruption Trials for HIV
87. Smartphone Applications to Support Tuberculosis Prevention and Treatment: Review and Evaluation
88. Systems Biology Approaches to The Study of Neurological Disorders and Somatic Cell Reprogramming
89. Topics in Signal Processing: applications in genomics and genetics
90. Toward a Generalized Model of Biomedical Query Mediation to Improve Electronic Health Record Data Retrieval
91. Use of informatics methods to identify problems and then design, develop and evaluate solutions to support health workers in their management of malaria...
92. 3D Pharmacophoric Similarity improves Multi Adverse Drug Event Identification in Pharmacovigilance
93. ABC Transporters and the Proteasome Complex Are Implicated in Susceptibility to Stevens–Johnson Syndrome and Toxic Epidermal Necrolysis across Multiple Drugs
94. Cartographic Analysis of Antennas and Towers: A Novel Approach to Improving the Implementation and Data Transmission of mHealth Tools on Mobile Networks
95. Cell Memory in the Mitogen-Activated Protein Kinase Signaling Pathway
96. Combining Heterogeneous Databases to Detect Adverse Drug Reactions
97. Computational integration of genome-wide observational and functional data in cancer
98. Context Sensitive Modeling of Cancer Drug Sensitivity
99. Development and validation of a classification approach for extracting severity automatically from electronic health records
100. Electronic Health Record Summarization over Heterogeneous and Irregularly Sampled Clinical Data
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