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Unpacking Black Box Elements in Healthcare Algorithms
Exploring the challenges in understanding and transparency of deep learning algorithms in healthcare, with a focus on gender prediction from retinal images. The conversation touches on the importance of validation studies and the rise of explainable AI to address the opacity of algorithms.