{"id":"W2951934944","doi":"10.1098/rsif.2017.0387","title":"Opportunities and obstacles for deep learning in biology and medicine","year":2018,"lang":"en","type":"review","venue":"Journal of The Royal Society Interface","topic":"Cell Image Analysis Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2238,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"U.S. National Library of Medicine; National Institute of General Medical Sciences; National Center for Advancing Translational Sciences; National Human Genome Research Institute; National Institute of Environmental Health Sciences; National Science Foundation of Sri Lanka; Howard Hughes Medical Institute; National Institute of Allergy and Infectious Diseases; Natural Sciences and Engineering Research Council of Canada; National Cancer Institute; National Institutes of Health; Gordon and Betty Moore Foundation","keywords":"Data science; Biology; Systems biology; Computational biology; Computer science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03791410767003256,"score_gpt":0.3674141046507057,"score_spread":0.3294999969806732,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}