{"id":9987,"date":"2024-08-29T09:28:53","date_gmt":"2024-08-29T00:28:53","guid":{"rendered":"https:\/\/www.ibs.re.kr\/bimag\/?post_type=tribe_events&p=9987"},"modified":"2024-08-30T13:14:57","modified_gmt":"2024-08-30T04:14:57","slug":"interpretable-machine-learning-based-scoring-system-for-clinical-decision-making-nan-liu","status":"publish","type":"tribe_events","link":"https:\/\/www.ibs.re.kr\/bimag\/event\/interpretable-machine-learning-based-scoring-system-for-clinical-decision-making-nan-liu\/","title":{"rendered":"Interpretable Machine Learning-Based Scoring System for Clinical Decision Making – Nan Liu"},"content":{"rendered":"

Abstract<\/strong>: There has been an increased use of scoring systems in clinical settings for the purpose of assessing risks in a convenient manner that provides important evidence for decision making. Machine learning-based methods may be useful for identifying important predictors and building models; however, their ‘black box’ nature limits their interpretability as well as clinical acceptability. This talk aims to introduce and demonstrate how interpretable machine learning can be used to create scoring systems for clinical decision making.<\/p>\n","protected":false},"excerpt":{"rendered":"

Abstract: There has been an increased use of scoring systems in clinical settings for the purpose of assessing risks in a convenient manner that provides important evidence for decision making. … <\/p>\n

Continue reading “Interpretable Machine Learning-Based Scoring System for Clinical Decision Making – Nan Liu”<\/span><\/a><\/p>\n","protected":false},"author":9,"featured_media":9988,"template":"","meta":{"_editorskit_title_hidden":false,"_editorskit_reading_time":0,"_editorskit_is_block_options_detached":false,"_editorskit_block_options_position":"{}","_uag_custom_page_level_css":"","_tribe_events_status":"","_tribe_events_status_reason":"","footnotes":""},"tags":[],"tribe_events_cat":[221],"class_list":["post-9987","tribe_events","type-tribe_events","status-publish","has-post-thumbnail","hentry","tribe_events_cat-biomedical-mathematics-colloquium","cat_biomedical-mathematics-colloquium"],"yoast_head":"\nInterpretable Machine Learning-Based Scoring System for Clinical Decision Making - Nan Liu - Biomedical Mathematics Group<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" 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