Please enable JavaScript.
Coggle requires JavaScript to display documents.
Raman Spectroscopy for Oral Cancer Detection - Coggle Diagram
Raman Spectroscopy for Oral Cancer Detection
Raman Spectroscopy Modality
Spontaneous Raman Spectroscopy
Non-Polarization-Resolved Raman
Polarized Raman Spectroscopy
Surface-Enhanced Raman (SERS)
Resonance Raman Spectroscopy
Time-Gated Raman
Spatially Offset Raman (SORS)
Fiber-Coupled Raman Systems
Others
Medical Indication Segmentation
Oral Cancer Detection
Oral Squamous Cell Carcinoma (OSCC) Diagnosis
Dysplasia Detection
Premalignant Lesion Screening
Head & Neck Cancer Detection
Biopsy Guidance
Others
Laser Source & Beam Conditioning
Narrow Linewidth Diode Lasers
Beam Expanders
Beam Compressors
Spot Size Modulation
Others
Wavelength Lasers
532 nm
633 nm
785 nm
830 nm
1064 nm
Others
Fiber-Optic Probe Design
Single-Fiber Excitation Ccollection
Multi Fiber Bundled Probes
Central Excitation
Ball Lens Tip Probes
GRIN Lens Probes
Sapphire Window Probes
Stainless Steel Cylindrical Housing
Miniaturized Intraoral Probes
Others
Optical Filtering & Signal Rejection
Band Pass Filters
Dichroic Beam Splitters
Long Pass Edge Filters
Notch Filters
Rayleigh Rejection Assemblies
Fluorescence Suppression Strategies
Multi-Filter Stacked Assemblies
Others
Spectrometer & Detection
Grating Based Spectrometers
Compact Spectrographs
CCD Array Detectors
CMOS Sensors
Thermoelectrically Cooled Detectors
Portable Handheld Spectrometers
Others
AI-Based Diagnostic Layer
Machine Learning Classifiers
Deep Learning Models
Convolutional Neural Networks (CNN)
Spectral Feature Extraction Algorithms
Real Time Classification Engines
Risk Scoring Models
Probability Based Outputs
Others
Clinical & Anatomical Focus
Target Tissue
Oral Mucosa
Buccal Mucosa
Tongue Epithelium
Gingiva
Floor of Mouth
Hard Palate
Others
Disease Stage
Normal Tissue
Hyperplasia
Mild Dysplasia
Moderate Dysplasia
Severe Dysplasia
Carcinoma in Situ
Oral Squamous Cell Carcinoma (OSCC)
Others
Spectral Processing Methods
Baseline Correction
Fluorescence Subtraction
Normalization Algorithms
Principal Component Analysis (PCA)
Linear Discriminant Analysis (LDA)
Support Vector Machines (SVM)
Neural Networks
Others