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Found 4 papers, 4 papers with code
Towards Concept-based Interpretability of Skin Lesion Diagnosis using Vision-Language Models
Concept-based models naturally lend themselves to the development of inherently interpretable skin lesion diagnosis, as medical experts make decisions based on a set of visual patterns of the lesion.
Coherent Concept-based Explanations in Medical Image and Its Application to Skin Lesion Diagnosis
Early detection of melanoma is crucial for preventing severe complications and increasing the chances of successful treatment.
Explainable Deep Learning Methods in Medical Image Classification: A Survey
The remarkable success of deep learning has prompted interest in its application to medical imaging diagnosis.
Explainable artificial intelligence
Explainable Artificial Intelligence (XAI)
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GANprintR: Improved Fakes and Evaluation of the State of the Art in Face Manipulation Detection
The availability of large-scale facial databases, together with the remarkable progresses of deep learning technologies, in particular Generative Adversarial Networks (GANs), have led to the generation of extremely realistic fake facial content, raising obvious concerns about the potential for misuse.
