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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. The itaconate-driven immunometabolic response to S. aureus promotes persistent lung infection
14. Using electronic health records to understand COVID-19 risks
15. Common and rare genetic effects on the transcriptome and their contribution to human traits
16. Mind the developmental gap: Identifying adverse drug effects across childhood to evaluate biological mechanisms from growth and development
17. Myeloid Heterogeneity in the Hippocampus
18. Systems-Level Approaches to Understanding Protein Synthesis
19. A Comparative Analysis of Genome Rearrangement in Ciliates
20. Characterizing molecular drivers of clinical outcome in pediatric acute leukemias by systems biology and machine learning
21. Genetic regulatory variant effects across tissues and individuals
22. Integration of Functional Genomic Data in Genetic Analysis
23. Mechanisms Underlying Phenotypic Heterogeneity in Simplex Autism Spectrum Disorders
24. Metabolic evaluation of genetic and environmental contributors to Alzheimer’s disease
25. Methods for modeling the dynamics of microbial communities
26. Post-transcriptional gene expression regulation in developmental disorders
27. Towards unified medical evidence computation from literature for evidence-based medicine
28. Computational Analysis of Biomolecular Data for Medical Applications from Bulk to Single-cell
29. Electronic Health Record-Derived Phenotyping Models to Improve Genomic Research in Stroke
30. Generative Models for Synthetic Biology
31. Loop Prediction and Homology Modeling with High Resolution
32. Mosaicism and the genetic architecture of congenital heart disease
33. Spatial and genomic analysis of the glioblastoma tumor microenvironment
34. The autophagosomal perspective: Tissue-specificity and cell-specificity of the autophagic response to starvation in vivo
35. Biological Insights from Geometry and Structure of Single-Cell Data
36. Computational Toxinology
37. Investigating and Supporting Sensemaking within Online Health Communities
38. Investigating the utility of exome sequencing for kidney disease
39. New Tools for Understanding and Engineering Complex Microbial Communities
40. Simulating drug responses in laboratory test time series with deep generative modeling
41. Systems Genetics of DNA Damage Tolerance – Cisplatin, RAD5 & CRISPR-mediated Nonsense
42. Adapting and Optimizing CBV-MRI and MEGAPRESS-MRS to Measure Slow Functional Changes in Normal and Abnormal Brains
43. Analysis of Oncogenic Signal Transduction with Application to KRAS Signaling Pathways
44. A Single-Cell Immune Map of Normal and Cancerous Breast Reveals an Expansion of Phenotypic States Driven by the Tumor Microenvironment
45. Attractor Metafeatures and Their Application in Biomolecular Data Analysis
46. Characterizing Immune Responses to Marburg Virus Infection in Animal Hosts Using Statistical Transcriptomic Analysis
47. Genomic and machine-learning analysis of germline variants in cancer
48. Leveraging patient-provided data to improve understanding of disease risk
49. Optimizing the Collection and Use of Patient-Generated Health Data
50. Quantitative Approaches to the Genomics of Clonal Evolution
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