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Research Topics in Precision Medicine

University of Oxford_061422E
[University of Oxford]

1. Precision Medicine

  • Precision Cancer Therapy
  • Cancer and Rare Disease Diagnostics
  • Next Generation Liquid Biopsy
  • Liquid Biopsy Applications
  • Molecular Pathology
  • Advancements in Liquid Biopsy Applications
  • Phenotyping in Precision Medicine
  • Metabolomics in Precision Medicine
  • The Human Microbiome
  • Precision Diagnosis
  • Biomarkers in Precision Medicine
  • Biomarker and Companion Diagnostics
  • Personalized Cellular Therapy
  • Biomarker and Companion Diagnostics
  • Imaging/biomarkers for Precision Medicine
  • Nanomedicine
  • Quantum medical images processing for personalized medicine
  • Infectious Disease Diagnostics for the Genomic Era
  • Infectious Disease ID and Monitoring
  • Precision Medicine in Diseases
  • Population Precision Medicine
  • Biobanking
  • Role of Nanomedicine in Precision Medicine
  • The Human Microbiome
  • Spatial Omics
  • Commercial and Market Access Considerations in Precision Medicine
  • Precision Medicine for Population Health
  • Precision Measurement in Biology
  • Open-source Platforms for Precision Medicine
  • Standardized Assays for Precision Medicine 
  • 3-D Technologies
  • CRISPR Technologies
  • Patient-centered Precision Medicine Therapies
  • The Importance of Patient Engagement 
  • Integrating, Aggregating and Disseminating PGx Knowledge 
  • Adoption of Molecular Profiling in Clinical Oncology
  • Integrating Multiplatform Genomics into Neuro-Oncology: NGS (GlioSeq) and Methylation Profiling
  • The Emerging Role of ctDNA for Molecular Residual Disease (MRD) Assessment and Recurrence Monitoring
  • Predictions of Immunotherapy Benefits
  • Proteogenomics: the next horizon in Precision Oncology
  • Barriers to Health System Implementation of Molecular Profiling
  • Novel Alternative Trials Designs
  • Cancer Novel Trial Designs for Precision Medicine
  • Covid Trial Design for Implementing Precision Medicine
  • Hooking up Bayesian learning, precision medicine, and the E.H.R
  • New Approaches to Data Sharing/ Federated Learning

2. Drug Discovery and Development

  • Advancing Pharmacogenomics
  • Pharmacogenomics Today and Tomorrow
  • Future on Drug Development
  • Drug Discovery Challenges and Opportunities
  • Genetic Testing in Hereditary Cancers
  • Ethical Issues Related to Cancer Genetic Screening
  • Policies and Ethical Issues in Precision Medicine
  • Economics and Socio-political Aspects of Precision Medicine
  • Clinical Trial Developments 
  • Clinical-decision Support
  • The Economics of Bringing Precision Medicine to the Clinic
  • Real World Implementation of Precision Medicine
  • The Economic and Socio-political Aspects of Precision Medicine
  • Emerging Technologies in Precision Medicine

3. Clinical Next-Generation Sequencing (NGS): Enabling Precision Medicine

  • Clinical NGS Applications
  • Infectious Disease with NGS
  • Technicalities and Chemistries of NGS
  • NGS Data Analysis
  • Reference Databases for Disease Associations and Drug Response
  • Applications of NGS in Precision Medicine
  • Regulatory Concerns With NGS Clinical Genomics
  • Standardization in Next-generation Sequencing
  • Genomic Medicine and Bioinformatics
  • Large Scale Human Genetics Application in Genomic Medicine and Drug Discovery

4. Image-Based Modeling and Precision Medicine

  • Biomedical Visualization
  • Diagnostic Imaging
  • Medical Simulation
  • Multiscale Engineering in Biology
  • Visible Human Project
  • Image-Based Models
  • Functional Anatomy Simulation
  • Cells and Subcellular Systems
  • End User Applications

5. Big Data in Healthcare, Data Management for Precision Medicine and Genomics

  • Handling Big Data in Precision Medicine
  • Big Data in Healthcare: Management, Analysis and Future Prospects
  • Big Data Approaches
  • Big Data and Emerging Technology Applications that Enable Precision Medicine
  • Intelligent Care: Translating Data into Insight
  • Multi-omic Data Integration, Modelling and Systems-level Analyses
  • Genomic Data and Precision Health
  • Integrating Genomic Data into Patient Medical Records
  • Big Data in Action: Insights in the Clinic
  • Transforming Big Data Into Actionable Information
  • Data Standardization
  • Digital, mHealth and Telehealth
  • From Evidence-Based Medicine to Information-Based Precision Medicine
  • Computational Pathology for Precision Medicine
  • Computational Challenges for Big Data in Precision Medicine
  • Computational Approaches and Handling of Big Data in Precision Medicine
  • Integrating Cancer Genomic Data into Electronic Health Records
  • Pathology informatics and cancer data science
  • Ethical and Legal Challenges for Big Data in Precision Medicine 
  • Updates on Data and Regulatory Policies

6. Electronic Medical (or Health) Records for Precision Medicine

  • Linking Clinical Information and Bench Science
  • Electronic Medical Record and Clinical Decision Support System
  • Electronic Medical Record as a Foundation for Clinical Decision Support System
  • Precision Medicine and Supercomputers
  • The Use of Bioinformatics and Integrated Knowledge Environments
  • Data Integration Facilitating Medical Research
  • Ethical Issues in Electronic Health Records 
  • -Omic and Electronic Health Record Big Data Analytics for Precision Medicine
  • eMERGE (Electronic Medical Records and Genomics) Consortium
  • Electronic Medical Records and Genomics (eMERGE) Network

7. Artificial Intelligence, Machine Learning and Deeep Learning in Precision Medicine 

  • AI and Machine Learning Opportunities and Applications
  • Artificial Intelligence (AI), Machine Learning (ML), and Deep Learning (DL) Applications 
  • Artificial intelligence: Achieving Precision Medicine at Scale
  • A Machine Learning Approach to Integrate Big Data for Precision Medicine
  • Transforming Drug Discovery and Development using Machine Learning
  • Knowledge-based Diagnosis and Prediction using Big Data and Deep
    Learning in Precision Medicine
  • Generative AI in Biology and Healthcare
  • AI-powered Genomic Analysis for Precision Medicine
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