Weakly Supervised Identification and Localization of Drug Fingerprints Based on Label-Free Hyperspectral CARS Microscopy

Keyphrases

• Area under the Curve 16%
• Attention Mechanism 16%
• Attention Net 50%
• Attention-based 16%
• Biological Condition 16%
• Biological Samples 33%
• CARS Microscopy 100%
• Chemical Imaging 16%
• Coherent anti-Stokes Raman Scattering 16%
• Coherent anti-Stokes Raman Scattering (CARS) Microscopy 16%
• Complex Biological Samples 16%
• Complex Biological Systems 33%
• Deep Learning 33%
• Deep Neural Network 16%
• Drug Dosage 16%
• Drug Localization 16%
• Drug Substructure Fingerprint 100%
• Hepatitis B Virus Therapy 16%
• High Classification Accuracy 16%
• High Dose 16%
• Hyperspectral 100%
• Image Label 16%
• Imaging Approach 16%
• Imaging Techniques 16%
• In Situ Hybridization 16%
• Informative Regions 16%
• Label-free 100%
• Learning Problems 16%
• Liver Tissue 16%
• Multiple Instance Learning 16%
• Murine Liver 16%
• Non-destructive 16%
• Optical Imaging Techniques 16%
• Sampling Methods 16%
• Scattering Imaging 16%
• Similarity Degree 16%
• Single-cell Resolution 16%
• Tissue Structure 16%
• Unsupervised Learning 100%
• Whole Image 16%

Chemistry

• Area Under the Curve 25%
• Coherent Anti-Stokes Raman Spectroscopy 100%
• Coherent Anti-Stokes Resonance Raman Spectroscopy 50%
• Imaging in Chemistry 25%
• Label 100%