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References

  • Miguel Hernan: não é Causalidade https://ajph.aphapublications.org/doi/10.2105/AJPH.2018.304337
  • World Psychiatry. 2014 Oct;13(3):265-74. doi: 10.1002/wps.20150. How well can post-traumatic stress disorder be predicted from pre-trauma risk factors? An exploratory study in the WHO World Mental Health Surveys. https://www.ncbi.nlm.nih.gov/pubmed/25273300
  • Am J Public Health. 2017 Jun;107(6):938-944. doi: 10.2105/AJPH.2017.303711. Epub 2017 Apr 20. Machine Learning for Social Services: A Study of Prenatal Case Management in Illinois. https://www.ncbi.nlm.nih.gov/pubmed/28426306
  • Machine learning to predict 30-day quality-adjusted survival in critically ill patients with cancer. dos Santos HG, Zampieri FG, Normilio-Silva K, Cavalcanti AB, Chiavegatto Filho ACF.
  • Overachieving municipalities in public health: a machine learning approach Chiavegatto Filho ADP, dos Santos HG, do Nascimento CF, Massa K, Kawachi I.
  • Data-driven advice for applying machine learning to bioinformatics. https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5890912/ Randal S. Olson, William La Cava, Zairah Mustahsan, Akshay Varik, Jason H. Moore. arXiv, 2018.