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zhang s lab home home grants publications people zhang s lab principal investigator rui zhang phd facmi famia fiahsi professor and founding chief division of computational health sciences department of surgery university of minnesota associate director center for learning health system sciences co chair ai and data science for healthcare adi h umn s data science and ai hub director natural language processing informatics extraction program email ruizhang at umn dot edu our research lab focuses on the development of novel natural language processing nlp methods to analyze biomedical big data including published biomedical literature electronic health records ehrs patient generated data from millions of patients this research include i the secondly analysis of ehr data for patient care ii pharmacovigilance knowledge discovery through mining biomedical literature and iii creation of knowledge base through database integration terminology and ontology current projects in the lab include i developing nlp methods and applications to extract information from clinical reports ii mining biomedical literature to discover novel drug supplement interactions through genetic pathways iii repurposing existing drugs for covid 19 treatment through link predictions and literature based discovery iv developing computational methods to predict personalized cancer treatment caused cardiotoxicity in ehrs v developing conversational agent for consumers with developed knowledge base about dr rui zhang dr zhang is professor and founding chief of division of computational health sciences in the department of surgery he is named as mcknight presidential fellow and the director of nlp ie research program he is associate director for health data science ai of the center for learning health systems science co chair of ai and data science for healthcare in data science and ai hub dr zhang is a graduate faculty in data science bicb ece and saph graduate programs his research interests are clinical nlp and llm text mining knowledge graph and discovery complementary and integrative health informatics machine learning his research has been supported by nccih nia nci nimdh nikdd ods ahrq and medtronic dr zhang serves on multiple nih study sections and jamia editorial board jbi editorial board npj health systems and chair of amia nlp working group he was elected as fellow of american college of medical informatics facmi international academy of health sciences informatics fiahsi and famia working with me we have openings for postdoctoral associates and research assistant positions for graduate students in data science electric and computer science and or health informatics with an empphasis of health ai llm multimodal learning multi agent and user driven applications feel free to send your cv top 3 publications if any and cover letter to dr rui zhang for considerations prospective phd applications can apply directly through health informatics bicb ece programs and mention prof zhang as their potential advisor on their application documents lab news