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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 

Pathways to Thinking || How We See, Feel, Figure Things Out || ~xRay Pixy


By understanding different levels of thinking, we learn how to build knowledge step by step — from remembering facts to creating new ideas. 
Video Chapters: Pathways to Thinking
00:00 Introduction
00:51 Cognitive Psychology
03:52 Analytical thinking
04:39 Critical thinking
05:01 Reflective thinking
05:26 Intuitive thinking
06:47 Visible Thinking Routines (Harvard Project Zero)
09:24 Neuroscience, Creativity, Philosophy
09:33 Neural Pathways
10:01 Neuroplasticity
10:29 Webb's Depth of Knowledge (DoK) framework
10:50 Inference
11:10 Minimum Base – Art for Sorting and Interpretation
11:35 Assumption Analysis

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