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014 Data annotation and labelling
Manage episode 505423361 series 3678442
المحتوى المقدم من Stephen Auger. يتم تحميل جميع محتويات البودكاست بما في ذلك الحلقات والرسومات وأوصاف البودكاست وتقديمها مباشرة بواسطة Stephen Auger أو شريك منصة البودكاست الخاص بهم. إذا كنت تعتقد أن شخصًا ما يستخدم عملك المحمي بحقوق الطبع والنشر دون إذنك، فيمكنك اتباع العملية الموضحة هنا https://ar.player.fm/legal.
How do you teach an AI to read a chest X-ray? The same way a consultant teaches a resident doctor on a ward round: you point, you trace, and you provide the correct answer.
This is data annotation, the meticulous, human-led process of "teaching" an algorithm by labelling thousands of examples. In this episode of The Health AI Brief, we explain why the quality of this digital teaching is everything. Discover why you should always ask who did the labelling when reading a new study, how human disagreement limits AI certainty, and why this is becoming a vital new form of clinical practice.
#ai in medicine #DataAnnotation #DataLabelling #SupervisedLearning #GroundTruth #MedicalAI #HealthcareAI #ExpertAnnotation #AIinRadiology #ClinicalAI #ArtificialIntelligence #MachineLearning #DigitalHealth #HealthTech Music generated by Mubert https://mubert.com/render
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