{"id":"W2517954747","doi":"10.1007/978-3-319-46976-8_19","title":"The Importance of Skip Connections in Biomedical Image Segmentation","year":2016,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Advanced Neural Network Applications","field":"Computer Science","cited_by":991,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; Université de Montréal; Polytechnique Montréal","funders":"Mitacs","keywords":"Computer science; Upsampling; Path (computing); Residual; Segmentation; Artificial intelligence; Image (mathematics); Image segmentation; Pattern recognition (psychology); Computer vision; Algorithm; Computer network","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":0.01373374754625272,"score_gpt":0.2756294804930322,"score_spread":0.2618957329467795,"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."}}