- Analysis of Chemical Complex Matrices in the Environmental, Clinical, Microbiology and Forensic Areas
- Key applications in chemical, environmental, clinical, biochemical, and forensic science.
- Case studies: Solving real-world problems related to the chemical complex matrix applications.
- Qualitative Analysis versus Quantitative Analysis in the analysis of complex matrices.
- Challenges arising from the inclusion/implementation of machine learning and artificial intelligence.Modeling complex biological networks, including metabolic, protein-protein interaction, and gene regulatory networks.
- Clinical Diagnostics and Imaging
- Quality Assurance in Complex Matrix Analysis: Laboratory Standards applying for Analysis of Complex Matrices
- Tools to assess the data accuracy and precision.
- Challenges in reference materials selection and use in complex matrix analysis.
- Practical considerations for assessing uncertainty.
- Implementing internal quality control procedures.
- Accreditation Requirements for Laboratories Working with Complex Matrices
- Understanding the accreditation process (ISO/IEC 17025).
- Documentation and compliance strategies.
- Common pitfalls and how to avoid them.
Breakout sessions
- Innovations in chemical complex matrix analysis. / Machine learning and artificial intelligence usage to interpret the complex matrix analysis results.
- Data from Mass Spectrometry (MS) and Liquid Chromatography (LC) analyzed using complex matrices for biomarker discovery and pathway analysis.
- Qualitative versus quantitative results when analyzing chemical complex matrices.
- Specific challenges/case studies from participants’ fields