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2. Integration of Germline and Somatic Variation in Tumor Data
3. Large Scale Machine Learning in Biology
4. An Integrative Review of the Literature on Technology Transformation in Healthcare
5. Genome-wide Predictive Simulation on the Effect of Perturbation and the Cause of Phenotypic variations with Network Biology Approach
6. Integrating Functional Genomics with Systems Biology to Discover Drivers and Therapeutic Targets of Human Malignancies
7. Structural Determinants of DNA-binding Specificity for Hox Proteins
8. Topics in Genomic Signal Processing
9. Towards the integration of structural and systems biology: structure-based studies of protein-protein interactions on a genome-wide scale
10. Analyzing Genomic Studies and a Screen for Genes that Suppress Information Loss During DNA Damage Repair
11. A Novel Platform to Perform Cancer-Relevant Synthetic Dosage Lethality Screens in Saccharomyces cerevisiae
12. Attractor Molecular Signatures and Their Applications for Prognostic Biomarkers
13. Computational Contributions Towards Scalable and Efficient Genome-wide Association Methodology
14. Computational Inferences of Mutations Driving Mesenchymal Differentiation in Glioblastoma
15. Dissecting genetic determinants of transcription factor activity
16. Exploring the Plasmodium falciparum Transcriptome Using Hypergeometric Analysis of Time Series (HATS)
17. Network based analysis of genetic disease associations
18. Probabilistic Reconstruction and Comparative Systems Biology of Microbial Metabolism
19. Aberrantly Expressed CeRNAs Account for Missing Genomic Variability of Cancer Genes via MicroRNA-Mediated Interactions
20. Analysis of trans eSNPs infers regulatory network architecture
21. Heterogeneity and Context-Specificity in Biological Systems
22. Identification of microRNA Biogenesis Regulators and Activity Modulators
23. Large-scale Functional Connectivity in the Human Brain Reveals Fundamental Mechanisms of Cognitive, Sensory and Emotion Processing in Health and Psychiatric Disorders
24. Learning from cadherin structures and sequences: affinity determinants and protein architecture
25. Structure-Based Genome Scale Function Prediction and Reconstruction of the Mycobacterium tuberculosis Metabolic Network
26. viSNE and Wanderlust, two algorithms for the visualization and analysis of high-dimensional single-cell data
27. Cell Memory in the Mitogen-Activated Protein Kinase Signaling Pathway
28. Combining Heterogeneous Databases to Detect Adverse Drug Reactions
29. Computational integration of genome-wide observational and functional data in cancer
30. Electronic Health Record Summarization over Heterogeneous and Irregularly Sampled Clinical Data
31. Enabling the Reuse of Electronic Health Record Data through Data Quality Assessment and Transparency
32. Global Survey of Cell Death Mechanisms Reveals Metabolic Regulation of GPX4-Dependent Ferroptosis
33. Identifying and reducing inappropriate use of medications using Electronic Health Records
34. Identifying genes required for the formation of neurons from skin cells using forward genetic screens and whole genome sequencing in C. elegans
35. Interrogating Drug Mechanism of Action Using Network Dysregulation Analysis
36. Mining patterns in genomic and clinical cancer data to characterize novel driver genes
37. On Identifying Rare Variants for Complex Human Traits
38. Transcriptional States and microRNA Regulation of Adult Neural Stem Cells
39. Understanding and Reducing Clinical Data Biases
40. Assessment and Documentation of Sexual Orientation and Gender Identity in Home Healthcare
41. Computational Approaches to Characterizing Online Health Communities
42. Confounding effects in gene expression and their impact on downstream analysis
43. Genetics of ABCA4-associated Diseases and Retinitis Pigmentosa
44. Learning cell states from high-dimensional single-cell data
45. Ontology-based Semantic Harmonization of HIV-associated Common Data Elements for Integration of Diverse HIV Research Datasets
46. Patient Engagement to Improve Medication Safety in the Hospital
47. Systems Biology Approaches to The Study of Neurological Disorders and Somatic Cell Reprogramming
48. Topics in Signal Processing: applications in genomics and genetics
49. Toward a Generalized Model of Biomedical Query Mediation to Improve Electronic Health Record Data Retrieval
50. Use of informatics methods to identify problems and then design, develop and evaluate solutions to support health workers in their management of malaria...
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