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How can we enhance the efficiency and accuracy of early disease diagnosis through medical imaging techniques?

1 year ago in PhD Interview Question , PhD Topic Selection By Nidhi S

Algorithms Medicine Questionnaire

Advanced machine learning algorithms

How can we enhance the efficiency and accuracy of early disease diagnosis through the integration of advanced machine learning algorithms with medical imaging techniques?

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By Himanshu Answered 1 year ago

Improving early disease diagnosis by leveraging advanced machine learning algorithms in tandem with medical imaging techniques involves curating diverse and well-annotated datasets, developing novel feature extraction methods, training deep learning models, and conducting comprehensive validation studies. Additionally, the integration of explainable AI techniques will help clinicians interpret model decisions, fostering trust in AI-assisted diagnostics.

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