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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 

Marine Robotics and Metaheuristics || Deep Exploration || ~xRay Pixy


Learn the role of Metaheuristics in Advanced Solutions in Marine Robotics.
Video Chapters: Marine Robotics
00:00 Introduction
00:25 Marine Robots
02:11 Marine Robotics Applications  
04:14 Marine Robotics Technologies
05:46 Marine Robotics Challenges
06:21 Marine Robotics Algorithms
10:30 Metaheuristic Algorithms in Marine Robotic
13:09 Conclusion 

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