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cs.LG2025
Conformal uncertainty quantification to evaluate predictive fairness of foundation AI model for skin lesion classes across patient demographics
Swarnava Bhattacharyya, Umapada Pal, Tapabrata Chakraborti
Deep learning based diagnostic AI systems based on medical images are starting to provide similar performance as human experts. However these data hungry complex systems are inhere…
cs.LG2025
VECT-GAN: A variationally encoded generative model for overcoming data scarcity in pharmaceutical science
Youssef Abdalla, Marrisa Taub, Eleanor Hilton +7
Data scarcity in pharmaceutical research has led to reliance on labour-intensive trial-and-error approaches for development rather than data-driven methods. While Machine Learning…