Molecular Entity Identification TRIZ Cases
- Machine Learning for Ion Mobility Spectrometry Chemical Classification
Neural networks analyze two-dimensional IMS spectra to classify chemical compounds, reducing false alarms in field-deployable sensors.
- Anti-RAGE Agent Targeting V Domain for Cardiac Cachexia
Targeting RAGE V domain residues with specific antibodies inhibits cachexia-induced cardiac dysfunction by blocking ligand binding.
- Neural Network Matrix Classifier for Multidimensional Mass Spectrometry
Matrix generator converts raw mass spectrometry data into structured matrices, enabling trained neural networks to classify complex ion intensity patterns.
- Mass Analysis Data Structure Deduction via Fragment Ion Comparison
Identifying common fragment ion peaks between unknown and known substances to deduce partial structures, enabling accurate analysis of unregistered compounds.
- SPR Biosensor Screening Method for Solvent Bulk Effect Correction
Computational regression analysis fits sensor responses to a model equation, isolating specific binding signals from bulk solvent variations.