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Avascular Necrosis (AVN) || Early Detection, Better Outcomes || ~xRay Pixy

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Avascular Necrosis (AVN) is a condition where blood flow to the bone is reduced, causing bone cells to die. This leads to pain, joint damage, and difficulty in movement, especially in the hip. Early diagnosis and proper treatment can prevent permanent bone damage and improve quality of life. Video Chapter: AVN 00:00 Introduction 00:45 What is AVN? 01:55 About Bone Tissue 02:49 AVN Causes 03:38 AVN Symptoms 04:11 AVN Diagnosis 04:56 AVN of femoral head 05:33 How AVN Develops 07:28 Conclusions #optimization #algorithm #metaheuristic #robotics #deeplearning #ArtificialIntelligence #MachineLearning #computervision #research #projects #thesis #Python #optimizationproblem #optimizationalgorithms 

Diversity Analysis in Metaheuristic Algorithms ~xRay Pixy


Learn how to do Diversity Analysis in Metaheuristic Algorithms.
Video Chapters: Diversity Analysis
00:00 Introduction
01:00 What is Diversity?
02:18 Genotypic Diversity and Phenotypic Diversity Example
04:53 Diversity Analysis in Metaheuristic
08:57 How to Measure Diversity in Metaheuristic Algorithms?
09:40 How to Keep Diversity in Metaheuristic Algorithms?
11:11 Wind Turbine Layout Diversity Analysis
14:02 Low Diversity and High Diversity in Metaheuristic Algorithms
15:00 Diversity Analysis Techniques
17:30 Diversity Monitor and Control Techniques
18:40 Conclusion

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