ZDNet

Explainable AI: From the peak of inflated expectations to the pitfalls of interpreting machine learning models

Machine learning and artificial intelligence are helping automate an ever-increasing array of tasks, with ever-increasing accuracy. They are supported by the growing volume of data used to feed them, ...
News Medical

The critical role of model interpretation in diabetes decision support systems

In a recent article published in Scientific Reports, researchers highlighted the importance of tools used to interpret the output of predictive models in type 1 diabetes (T1D) management. Study: The ...
ascopubs.org

Assessing the Clinical Impact of Risk Prediction Models With Decision Curves: Guidance for Correct Interpretation and Appropriate Use

Standardized Uptake Decrease on [18F]-Fluorodeoxyglucose Positron Emission Tomography After Neoadjuvant Chemotherapy Is a Prognostic Classifier for Long-Term Outcome After Multimodality Treatment: ...
Pew Research Center

Interpreting and validating topic models

A behind-the-scenes blog about research methods at Pew Research Center. For our latest findings, visit pewresearch.org. (Related posts: An intro to topic models for text analysis, Making sense of ...