39 citations · 78 across the 12 of their papers we have counts for
3 papers · 1 filter
FUTURE-AI: International consensus guideline for trustworthy and deployable artificial intelligence in healthcare
Karim Lekadir, Aasa Feragen, Abdul Joseph Fofanah +117
Despite major advances in artificial intelligence (AI) for medicine and healthcare, the deployment and adoption of AI technologies remain limited in real-world clinical practice. I…
A Scalable and Efficient Iterative Method for Copying Machine Learning Classifiers
Nahuel Statuto, Irene Unceta, Jordi Nin +1
Differential replication through copying refers to the process of replicating the decision behavior of a machine learning model using another model that possesses enhanced features…
Importance attribution in neural networks by means of persistence landscapes of time series
Aina Ferrà, Carles Casacuberta, Oriol Pujol
We propose and implement a method to analyze time series with a neural network using a matrix of area-normalized persistence landscapes obtained through topological data analysis.…