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AI-Health Care Use Case, Biometrics, PCA/LDA, Data - Coggle Diagram
AI-Health Care Use Case
1
Problem understanding
Best Solutions
2
AI
Applications
Early Patient Diagonosis
Health Logistics
Radiology
Patient Data Management
3
5 Steps for understanding AI
1
Gather Data
2
Data Understanding
3
Process and Analyze
4
Visualization
Take Decision
Drug Discovery line
LOT
Lesion Segementation
Cancer Patient outcomes/ECGs
Usage of Robots for Surgery
Functional Platforms
Health care Chat Bot Support system
Virtual Assistants for Patient Consult
Medical Chat Bots
Nursing Assistants
AR/VR for adaptive learning
Research/diagnosis
Take Aways
AI Concepts
POC Implementation for Hospitals
Research Results
ABOUT ME
AMIT BHATT
Data Scientist 16+Years of Experience Corporate Trainer and Podcaster
Biometrics
Face
Eyes(Retina/iris)
FP/pattern
Voice
Gait/Posture
ECG
PCA/LDA
Eigen Vectors
|A-lamI|
Characteristics roots of equation
Capture data
Images(1000)
Average Images
Differnce Image= Averageimage-Image1
variance/SD/ hamming
Eigen Faces Approach
Data
Web scrapping
Request the webpage
get response
Look for Classes (Inspecting page)
Request/Beautifulsoup/CSV
Data sets
Real Time capture