{"id":4031,"date":"2025-06-04T11:31:11","date_gmt":"2025-06-04T03:31:11","guid":{"rendered":"https:\/\/medicine.nus.edu.sg\/dbmi\/?page_id=4031"},"modified":"2025-06-10T14:30:21","modified_gmt":"2025-06-10T06:30:21","slug":"feng-meng-ling","status":"publish","type":"page","link":"https:\/\/medicine.nus.edu.sg\/dbmi\/about-us\/faculty\/feng-meng-ling\/","title":{"rendered":"Associate Professor Feng Mengling"},"content":{"rendered":"\n\n\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" src=\"https:\/\/medicine.nus.edu.sg\/dbmi\/wp-content\/uploads\/sites\/27\/2025\/05\/Prof-Feng-for-Website.png\" alt=\"Prof Feng for Website\" itemprop=\"image\" height=\"787\" width=\"564\" title=\"Prof Feng for Website\" onerror=\"this.style.display='none'\"  \/>\n\t<p><b>Mengling &#8216;Mornin&#8217; FENG<\/b><\/p>\n<h5><strong>Associate Professor, Saw Swee Hock School of Public Health (SSHSPH)<\/strong><\/h5>\n<h5>Director, AI for Public Health (AI4PH), SSHSPH<\/h5>\n<h5>Deputy Director, Student Life, SSHSPH<\/h5>\n<p>Domain Leader, Biostatistics, Modelling, AI and Data Analytics (B.MAD)<\/p>\n<p>Associate Professor (Joint), Biomedical Engineering Department, CDE<\/p>\n\t<ul>\n\t\t<li>\t\t\t\t\n\t\t<h3><a href=\"https:\/\/www.linkedin.com\/in\/mengling-mornin-feng-9400811a\/\" target=\"_self\"  aria-label=\"Go to https:\/\/www.linkedin.com\/in\/mengling-mornin-feng-9400811a\/\">LinkedIn<\/a><\/h3><\/li><li>\t\t\t\t\n\t\t<h3><a href=\"mailto:mornin@nus.edu.sg\" target=\"_self\"  aria-label=\"Go to mailto:mornin@nus.edu.sg\">mornin@nus.edu.sg<\/a><\/h3><\/li>\t<\/ul>\n\t\t\t\t\t\t\t\t<a href=\"#\" id=\"fl-tabs--label-0\" data-index=\"0\" aria-selected=\"true\" aria-controls=\"fl-tabs--panel-0\" aria-expanded=\"true\" role=\"tab\" tabindex=\"0\">\t\t\t\tBrief Introduction\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<a href=\"#\" id=\"fl-tabs--label-1\" data-index=\"1\" aria-selected=\"false\" aria-controls=\"fl-tabs--panel-1\" aria-expanded=\"false\" role=\"tab\" tabindex=\"0\">\t\t\t\tTeaching Areas &#038; Research Interests\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<a href=\"#\" id=\"fl-tabs--label-2\" data-index=\"2\" aria-selected=\"false\" aria-controls=\"fl-tabs--panel-2\" aria-expanded=\"false\" role=\"tab\" tabindex=\"0\">\t\t\t\tJournals &#038; Publications\t\t\t\t<\/a>\n\t\t\t\t\t\tBrief Introduction\n\t\t\t\t\t\t\t\t\t\t\t<p>Dr. Feng&#8217;s research is to develop effective data analytics and Artificial Intelligence (AI) solutions to extract actionable knowledge to improve the quality of care. His research brings together concepts and tools across machine learning, optimization, signal processing, statistical causal inference and big data management. Dr. Feng&#8217;s work has been published in both top journals, such as Lancet Digital Health, and top conferences, including ICLR, AAAI, ECCV, KDD etc.<\/p>\n<h5><strong>Recent &amp; Past Appointments<\/strong><\/h5>\n<strong>National University of Singapore (NUS)\u00a0<\/strong><br \/>\nAssistant Professor, Saw Swee Hock School of Public Health (SSHSPH), since 2016<br \/>\nAssistant Director of Research (joint), Institute for Data Science since 2018<br \/>\nAssistant Professor (joint), Yong Loo Lin School of Medicine, since 2016<br \/>\nAssistant Professor (joint), School of Computing 2016-2018<br \/>\nAssistant Professor (joint), Smart System Institute 2018-2020\n<p>&nbsp;<\/p>\n<h5><strong>Awards<\/strong><\/h5>\n\u2022 4th World Health Forum, Excellent Youth Award 2024<br \/>\n\u2022 One Asia Start-up Award, Digital\/AI Category (my spinoff FahtomX) 2024<br \/>\n\u2022 Trailblaser Award by Ministry of Digital Development and Information (my spinoff FahtomX) 2024<br \/>\n\u2022 Global Breast Cancer Conference, Good Poster Presentation Award 2023<br \/>\n\u2022 Graduate Student Research Award (my PhD student) 2023<br \/>\n\u2022 Corporate Slingshot Challenge Winner (my spinoff FathomX) 2022<br \/>\n\u2022 CHISEL Healthcare Innomatch 2022<br \/>\n\u2022 Slingshot Competition JTC Award (my spinoff FahtomX) 2021<br \/>\n\u2022 Editor of the year, Health Data Science (A Science Partner Journal) 2021<br \/>\n\u2022 Singapore Data Science Consortium Dissertation Research Fellowship (my PhD student) 2021\n\t\t\t\t\t\tTeaching Areas &#038; Research Interests\n\t\t\t\t\t\t\t\t\t\t\t<h5><strong>Teaching Experience<\/strong><\/h5>\n\u2022 Course co-ordinator, &#8220;Advanced Statistical Learning&#8221;, SSHSPH, NUS since 2019<br \/>\n\u2022 Course co-ordinator, &#8220;Healthcare Analytics&#8221;, SSHSPH, NUS, since 2019<br \/>\n\u2022 Lecturer, &#8220;Introduction to Biostatistics and Data Analytics&#8221; since 2017<br \/>\n\u2022 Lecturer, &#8220;Public Health in Action&#8221; since 2017<br \/>\n\u2022 Instructor, &#8220;Business Analytics and Applications&#8221;, since 2015<br \/>\n\u2022 Invited lecturer for Computational Biology, SOC, NUS 2015<br \/>\n\u2022 Guest lecturer for the Course Health Informatics, Boston University, US 2014<br \/>\n\u2022 Course faulty of MIT course &#8220;HST 936 Global Health Informatics to Improve Quality of Care&#8221;, 2014<br \/>\n\u2022 Co-supervising a PhD student from University of Technology, Sydney, 2014<br \/>\n\u2022 Supervising 2 UROP students at MIT, 2014<br \/>\n\u2022 Supervised 1 master student, 19 undergraduate students, 4 polytechnic students and 7 Junior colleague students at<br \/>\nInstitute for Infocomm Research, A*STAR, Singapore, 2009~2012<br \/>\n\u2022 Part-time lecturer for the course &#8220;Circuit Analysis&#8221;, Nanyang Technological University, Singapore, 2009\n\t\t\t\t\t\tJournals &#038; Publications\n\t\t\t\t\t\t\t\t\t\t\t<h5><strong>Peer-Reviewed Publications<\/strong><\/h5>\n<h6><strong>Book Chapters\u00a0<\/strong><\/h6>\n1. Mengling Feng, Editor for &#8220;AI Ops Competition&#8221;, Springer, 2021.<br \/>\n2. Ng, Dianwen, and Mengling Feng. &#8220;Medical Image Recognition: An Explanation and Hands-On Example of Convolutional<br \/>\nNetworks.&#8221; In Leveraging Data Science for Global Health, pp. 263-284. Springer, Cham, 2020.<br \/>\n3. Liu, Siqi, Hao Du, and Mengling Feng. &#8220;Robust Predictive Models in Clinical Data-Random Forest and Support Vector<br \/>\nMachines.&#8221; In Leveraging Data Science for Global Health, pp. 219-228. Springer, Cham, 2020.<br \/>\n4. Mengling Feng, MIT Critical Care, Secondary Analysis of Electronic Health Records, Springer, 2016<br \/>\n5. Mengling Feng, Mohammad Ghassemi, &#8220;Communication Networks for Global Health&#8221;, Global Health Informatics, MIT<br \/>\nPress 2016<br \/>\n6. Mengling Feng: &#8220;Contrast Pattern Maintenance&#8221;, Contrast Data Mining: Concepts, Algorithms and Applications, edited<br \/>\nby Guozhu Dong and James Bailey, Chapman &amp; Hall, 2014.<br \/>\n7. Mengling Feng, Jinyan Li, Guozhu Dong, Limsoon Wong: &#8220;Maintenance of Frequent Patterns: A Survey&#8221;, Post-Mining<br \/>\nof Association Rules: Techniques for Effective Knowledge Extraction, edited by Yanchang Zhao, Chengqi Zhang, and<br \/>\nLongbing Cao, IGI Global, May 2009.\n<h6><strong>Journal Papers\u00a0<\/strong><\/h6>\n1. Gao, Zhan, Qika Lin, Huaxuan Wen, Bin Pu, Mengling Feng (corresponding author), and Kenli Li. &#8220;Incorporating Large<br \/>\nVision Model Distillation and Fuzzy Perception for Improving Disease Diagnosis.&#8221; IEEE Transactions on Fuzzy Systems<br \/>\n(2025).<br \/>\n2. Lin, Qika, Kai He, Yifan Zhu, Fangzhi Xu, Erik Cambria, and Mengling Feng. &#8220;Cross-modal Knowledge Diffusion-based<br \/>\nGeneration for Difference-aware Medical VQA.&#8221; IEEE Transactions on Image Processing (2025).<br \/>\n3. Mengling Feng, et al. &#8220;Bridging whole slide images and large language model for slide-level question answering.&#8221; Cancer<br \/>\nResearch 85.8_Supplement_1 (2025): 2438-2438.<br \/>\n4. Huang, Ling, Yucheng Xing, Swapnil Mishra, Thierry Den\u0153ux, and Mengling Feng. &#8220;Evidential time-to-event prediction<br \/>\nwith calibrated uncertainty quantification.&#8221; International Journal of Approximate Reasoning 181 (2025): 109403.<br \/>\n5. Mengling Feng, et al. &#8220;A survey of large language models for healthcare: from data, technology, and applications to<br \/>\naccountability and ethics.&#8221; Information Fusion (2025): 102963.\n<p>&#8211;<\/p>\n<p>More: <a href=\"https:\/\/scholar.google.com\/citations?user=F2ET1WsAAAAJ&amp;hl=en&amp;oi=ao\">Google Scholar<\/a><\/p>\n\n","protected":false},"excerpt":{"rendered":"<p>Mengling &#8216;Mornin&#8217; FENG Associate Professor, Saw Swee Hock School of Public Health (SSHSPH) Director, AI for Public Health (AI4PH), SSHSPH Deputy Director, Student Life, SSHSPH Domain Leader, Biostatistics, Modelling, AI and Data Analytics (B.MAD) Associate Professor (Joint), Biomedical Engineering Department, CDE LinkedIn mornin@nus.edu.sg Brief Introduction Teaching Areas &#038; Research Interests Journals &#038; Publications Brief Introduction [&hellip;]<\/p>\n","protected":false},"author":9436,"featured_media":0,"parent":2595,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"site-sidebar-layout":"no-sidebar","site-content-layout":"page-builder","ast-site-content-layout":"full-width-container","site-content-style":"unboxed","site-sidebar-style":"unboxed","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"disabled","ast-breadcrumbs-content":"","ast-featured-img":"disabled","footer-sml-layout":"","theme-transparent-header-meta":"default","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"class_list":["post-4031","page","type-page","status-publish","hentry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.4 - 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