{"id":"W2533890394","doi":"10.1109/ideadh.2004.17","title":"Medical Image Retrieval and Registration: Towards Computer Assisted Diagnostic Approach","year":2005,"lang":"en","type":"article","venue":"","topic":"Image Retrieval and Classification Techniques","field":"Computer Science","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Computer science; Image registration; Computer vision; Image retrieval; Artificial intelligence; Medical imaging; Image resolution; Image processing; Digital image; Modalities; Information retrieval; Image (mathematics)","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":[0.002578293,0.0007350497,0.001534186,0.003867026,0.0005090403,0.003292474,0.002575488,0.002606283,0.00270072],"category_scores_gemma":[0.005603577,0.0006466225,0.001036277,0.004170811,0.002017878,0.003815114,0.00181102,0.001659775,0.004490607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007595939,"about_ca_system_score_gemma":0.001254783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001146989,"about_ca_topic_score_gemma":0.0007446337,"domain_scores_codex":[0.9978277,0.0006584092,0.0001809391,0.0004259424,0.000812702,0.00009428411],"domain_scores_gemma":[0.998207,0.0006242066,0.000157291,0.0003876138,0.0005621107,0.00006175598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001280215,0.0001240558,0.000724298,0.0007016174,0.00007124912,0.0001829996,0.0003554276,0.005923051,0.02594637,0.05155443,0.007854461,0.906434],"study_design_scores_gemma":[0.0001602315,0.0007508549,0.004117385,0.0005876558,0.0003364867,0.006188011,0.0009367855,0.3720057,0.0826063,0.1892404,0.3428091,0.0002611609],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.002109027,0.006090086,0.9861027,0.0009857226,0.0001202088,0.0001031203,0.00003715205,0.001245281,0.003206725],"genre_scores_gemma":[0.03921694,0.007948554,0.9457678,0.0005612277,0.0005044423,0.0001546687,0.0002494662,0.0001306281,0.005466247],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.003867026,"threshold_uncertainty_score":0.01363546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01937746567848876,"score_gpt":0.2676853516487747,"score_spread":0.248307885970286,"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."}}