no code implementations • 8 Sep 2023 • Jonas Hügel, Ulrich Sax, Shawn N. Murphy, Hossein Estiri
One of the promising new methods for extracting knowledge from large clinical datasets involves temporal pattern mining integrated with machine learning workflows.
1 code implementation • 10 Aug 2020 • Hossein Estiri, Zachary H. Strasser, Shawn N. Murphy
Our results demonstrated that while demographic variables (namely age) are important predictors of adverse outcomes after a COVID-19 infection, the incorporation of the past clinical records are vital for a reliable prediction model.
BIG-bench Machine Learning Interpretable Machine Learning +2
no code implementations • 20 Feb 2020 • Sheng He, Randy L. Gollub, Shawn N. Murphy, Juan David Perez, Sanjay Prabhu, Rudolph Pienaar, Richard L. Robertson, P. Ellen Grant, Yangming Ou
Brain age prediction based on children's brain MRI is an important biomarker for brain health and brain development analysis.