Browsing HMS Scholarly Articles by Keyword "Machine Learning Algorithms"

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    • Electronic Health Record Based Algorithm to Identify Patients with Autism Spectrum Disorder 

      Lingren, Todd; Chen, Pei; Bochenek, Joseph; Doshi-Velez, Finale; Manning-Courtney, Patty; Bickel, Julie; Wildenger Welchons, Leah; Reinhold, Judy; Bing, Nicole; Ni, Yizhao; Barbaresi, William; Mentch, Frank; Basford, Melissa; Denny, Joshua; Vazquez, Lyam; Perry, Cassandra; Namjou, Bahram; Qiu, Haijun; Connolly, John; Abrams, Debra; Holm, Ingrid A.; Cobb, Beth A.; Lingren, Nataline; Solti, Imre; Hakonarson, Hakon; Kohane, Isaac S.; Harley, John; Savova, Guergana (Public Library of Science, 2016)
      Objective: Cohort selection is challenging for large-scale electronic health record (EHR) analyses, as International Classification of Diseases 9th edition (ICD-9) diagnostic codes are notoriously unreliable disease ...