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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

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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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