{"id":"W4401072350","doi":"10.1109/memea60663.2024.10596922","title":"Generative AI-Assisted Novel View Synthesis of Coronary Arteries for Angiography","year":2024,"lang":"en","type":"article","venue":"","topic":"Retinal Imaging and Analysis","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Computer science; Coronary arteries; Angiography; Coronary angiography; Artificial intelligence; Generative grammar; Computer vision; Radiology; Cardiology; Internal medicine; Medicine; Artery; Myocardial infarction","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0006613163,0.000808069,0.0005819799,0.0008361541,0.0003007304,0.0008736028,0.0013118,0.001051076,0.003598874],"category_scores_gemma":[0.001718062,0.0006381506,0.001734174,0.0006755141,0.0004731427,0.0006105321,0.0008609486,0.001532192,0.001217721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008246484,"about_ca_system_score_gemma":0.0006210855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005327539,"about_ca_topic_score_gemma":0.01053685,"domain_scores_codex":[0.9997266,0.00007174793,0.000009565249,0.000106077,0.00005004487,0.00003603621],"domain_scores_gemma":[0.9994394,0.0003323337,0.00003246375,0.0001017287,0.00006438205,0.0000297953],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001301327,0.00006594149,0.002191728,0.0001157351,0.0001198444,0.0001806598,0.000132343,0.7052416,0.01339789,0.008635542,0.00830701,0.2614816],"study_design_scores_gemma":[0.000005741715,0.00001120722,0.0001362868,0.000004488799,0.000005723379,0.00004781494,0.000007091026,0.9944199,0.001495026,0.002708874,0.001152448,0.000005447273],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.03134262,0.0005937067,0.9585369,0.0003635197,0.00009719125,0.0000694313,0.0006775266,0.005256914,0.003062262],"genre_scores_gemma":[0.4202996,0.0003120315,0.5695055,0.0003557284,0.0001015394,0.0001587844,0.003091165,0.0007685853,0.005406912],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.005327539,"threshold_uncertainty_score":0.01203942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02650275355845035,"score_gpt":0.312557854732575,"score_spread":0.2860551011741247,"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."}}