- Gene expression and cancer classification
- Bioinformatics and Genomic Networks
- Molecular Biology Techniques and Applications
- Cancer Genomics and Diagnostics
- AI in cancer detection
- Innovations in Medical Education
- Cytomegalovirus and herpesvirus research
- RNA modifications and cancer
- Biomedical Text Mining and Ontologies
- Clinical Reasoning and Diagnostic Skills
- Radiology practices and education
- Mycobacterium research and diagnosis
- Advanced Graph Neural Networks
Michigan Medicine
2023-2024
University of Michigan
2024
University of Illinois Urbana-Champaign
2019-2020
We present Knowledge Engine for Genomics (KnowEnG), a free-to-use computational system analysis of genomics data sets, designed to accelerate biomedical discovery. It includes tools popular bioinformatics tasks such as gene prioritization, sample clustering, set analysis, and expression signature analysis. The specializes in "knowledge-guided" mining machine learning algorithms, which user-provided are analyzed light prior information about genes, aggregated from numerous knowledge bases...
Abstract We present KnowEnG, a free-to-use computational system for analysis of genomics data sets, designed to accelerate biomedical discovery. It includes tools popular bioinformatics tasks such as gene prioritization, sample clustering, set and expression signature analysis. The offers ‘knowledge-guided’ data-mining machine learning algorithms, where user-provided are analyzed in light prior information about genes, aggregated from numerous knowledge-bases encoded massive ‘Knowledge...
Given the trend of condensed preclinical curricula in medical schools nationwide, creating meaningful pathology learning experiences within clinical and post-clinical is important to both enhance student understanding how integrates into daily healthcare delivery spark potential career interest field. While electives are a common modality for students explore pathology, they frequently render passive observers workflows (often grossing sign-out rooms surgical pathology). This can have...