2026-10-12T18:12:36Z https://api.figshare.com/v2/oai

oai:figshare.com:article/33968124 2026-09-22T17:40:32Z category_7 category_12 category_15 category_21 category_734 category_931 category_61 category_106 portal_5 item_type_3 month_year_09_2026

<p>Performance of the original (non-updated) candidate models and the BISAP score on external evaluation in the Xiangya cohort.</p> Di Wu (23906) Wenhao Cai (3709966) Chunmei Chen (1531813) Minting Chen (10748757) Yang Lv (279176) Yilin Huang (4729179) Anthony Evans (1720468) Juan Lin (171491) Diane Latawiec (253142) Arjun Kattakayam (22590144) Rajarshi Mukherjee (2823512) Wei Huang (36889) Qing Xia (114230) Jie Xiao (113647) Chunqiu Su (25091228) Jie Peng (188267) Kuirong Jiang (530383) Robert Sutton (2563819) Medicine Cell Biology Neuroscience Biotechnology Biological Sciences not elsewhere classified Information Systems not elsewhere classified Developmental Biology Science Policy within 28 days white blood cells shapley additive explanations partial thromboplastin time 771 &# 8211 individual prediction interpretations excluded mild ap decent app ). based research prototype xgboost predicted new multicentre ap cohort enriched ap cohort recalibrated xgboost model evaluation cohort ), validation cohort developed evaluation cohort xgboost gave predict new independent cohort early prediction discovery cohort based tool 902 ). performing model model selection learning model external evaluation visualize decision threshold selection prospective usability organ failure one multilayer neural network making patterns learning models interpretable machine important determinant impact studies good discrimination glucose index five machine feedforward multilayer externally evaluated early identification development cohort develop machine dependency care day variables <p>Performance of the original (non-updated) candidate models and the BISAP score on external evaluation in the Xiangya cohort.</p> 2026-09-22T17:40:01Z Dataset Dataset 10.1371/journal.pdig.0001735.t003 https://figshare.com/articles/dataset/_p_Performance_of_the_original_non-updated_candidate_models_and_the_BISAP_score_on_external_evaluation_in_the_Xiangya_cohort_p_/33968124 CC BY 4.0