{"id":"W4391930116","doi":"10.1109/bibe60311.2023.00049","title":"Image Registration for Multi-View Three-Dimensional Echocardiography Sequences","year":2023,"lang":"en","type":"article","venue":"","topic":"Medical Image Segmentation Techniques","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta Hospital; Alberta Hospital Edmonton; University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Alberta Innovates","keywords":"Image registration; Computer science; Computer vision; Artificial intelligence; Image (mathematics)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001279836,0.0005301885,0.0006247628,0.001714502,0.000373688,0.000865289,0.0007807472,0.0008008761,0.002119651],"category_scores_gemma":[0.004977395,0.0003888769,0.000898057,0.001218399,0.0004978001,0.0008723671,0.0008235556,0.000696296,0.001285329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002705764,"about_ca_system_score_gemma":0.0006335196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008349574,"about_ca_topic_score_gemma":0.001248972,"domain_scores_codex":[0.9986659,0.0004093709,0.0001251854,0.0002234932,0.0005175653,0.00005848567],"domain_scores_gemma":[0.9987105,0.0004354637,0.0002254818,0.0002794919,0.0003019841,0.0000471216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005896521,0.0001601665,0.002284054,0.000528835,0.0001581106,0.0005243666,0.0004191872,0.06317734,0.2250656,0.009526986,0.00201332,0.6955524],"study_design_scores_gemma":[0.00004613322,0.0005955368,0.008741161,0.00005529644,0.00009369373,0.002138952,0.0001889102,0.8135923,0.150327,0.009346999,0.0147692,0.0001048536],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01318115,0.0002434771,0.9851485,0.00005351165,0.00003587193,0.00008013043,0.00004434402,0.0006143974,0.0005984948],"genre_scores_gemma":[0.1666843,0.0004975991,0.8308314,0.00004880461,0.0000334814,0.0002102481,0.0003265433,0.0002186804,0.001148928],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.002119651,"threshold_uncertainty_score":0.007090986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06400180773616161,"score_gpt":0.3469591455193515,"score_spread":0.2829573377831899,"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."}}