Machine learning [NEW TOPIC PAGE]

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Last Posted: Feb 09, 2020

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• Prospective and External Evaluation of a Machine Learning Model to Predict In-Hospital Mortality of Adults at Time of Admission
  N Brajer et al, JAMA Network Open, February 7, 2020
• Opportunities for machine learning to transform care for people with cystic fibrosis.
  Abroshan Mahed et al. Journal of cystic fibrosis : official journal of the European Cystic Fibrosis Society 2020 Jan 19(1) 6-8
• Characterization of Molecular Cluster Detection and Evaluation of Cluster Investigation Criteria Using Machine Learning Methods and Statewide Surveillance Data in Washington State.
  Erly Steven J et al. Viruses 2020 Jan 12(2)
• Deep learning interpretation of echocardiograms.
  Ghorbani Amirata et al. NPJ digital medicine 2020 310
• Fatigue Evaluation through Machine Learning and a Global Fatigue Descriptor.
  Ramos G et al. Journal of healthcare engineering 2020 20206484129
• Implementation of machine learning into clinical breast MRI: Potential for objective and accurate decision-making in suspicious breast masses.
  Ellmann Stephan et al. PloS one 2020 15(1) e0228446
• Improving palliative and end-of-life care with machine learning and routine data: a rapid review.
  Storick Virginia et al. HRB open research 2019 213
• Machine Learning for Predicting Complications in Head and Neck Microvascular Free Tissue Transfer.
  Formeister Eric J et al. The Laryngoscope 2020 Jan
• Machine Learning Increases Diagnosticity in Psychometric Evaluation of Alexithymia in Fibromyalgia.
  Orrù Graziella et al. Frontiers in medicine 2019 6319
• Machine learning to predict early recurrence after oesophageal cancer surgery.
  Rahman S A et al. The British journal of surgery 2020 Jan

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