LiZhouMD(She/Her)

PubMed

• Repurposing non-pharmacological interventions for Alzheimer's disease through link prediction on biomedical literature.
  Yongkang Xiao, Yu Hou, Huixue Zhou, Gayo Diallo, Marcelo Fiszman, Julian Wolfson, Halil Kilicoglu, You Chen, Chang Su, Hua Xu, Rui Zhang, Li Zhou, William G Mantyh> ;Scientific Reports. 2024 Apr 15
• Enhancing Early Detection of Cognitive Decline in the Elderly through Ensemble of NLP Techniques: A Comparative Study Utilizing Large Language Models in Clinical Notes.
  Xinsong Du, John Novoa-Laurentiev, Joseph M Plasek, Ya-Wen Chuang, Liqin Wang, Frank Chang, Surabhi Datta, Hunki Paek, Bin Lin, Qiang Wei, Xiaoyan Wang, Jingqi Wang, H...> ;Medrxiv. 2024 Apr 5
• Identifying Psychosis Episodes in Psychiatric Admission Notes via Rule-based Methods, Machine Learning, and Pre-Trained Language Models.
  Yining Hua, Suzanne V Blackley, Ann K Shinn, Joseph P Skinner, Lauren V Moran, Li Zhou> ;Medrxiv. 2024 Mar 19
• Investigating the Association Between Dynamic Driving Pressure and Mortality in COVID-19-Related Acute Respiratory Distress Syndrome: A Joint Modeling Approach Using R...
  Daniel J Tan, Joseph M Plasek, Peter C Hou, Rebecca M Baron, Benjamin J Atkinson, Li Zhou> ;Critical Care Explorations. 2024 Mar 1
• Identifying Functional Status Impairment in People Living With Dementia Through Natural Language Processing of Clinical Documents: Cross-Sectional Study.
  John Laurentiev, Dae Hyun Kim, Mufaddal Mahesri, Kuan-Yuan Wang, Lily G Bessette, Cassandra York, Heidi Zakoul, Su Been Lee, Li Zhou, Kueiyu Joshua Lin> ;Journal of Medical Internet Research. 2024 Feb 13
• Utilization of electronic health record sex and gender demographic fields: a metadata and mixed methods analysis.
  Dinah Foer, David M Rubins, Vi Nguyen, Alex McDowell, Meg Quint, Mitchell Kellaway, Sari L Reisner, Li Zhou, David W Bates> ;Journal of the American Medical Informatics Association. 2024 Apr 3
• Drug reaction with eosinophilia and systemic symptoms: Medication adherence and quality of life in survivors.
  Jordon Jaggers, Upeka Samarakoon, Andrew King, Daniela Kroshinsky, Fatima Bassir, Abigail Salem, Elizabeth Phillips, Liqin Wang, Li Zhou, Kimberly G Blumenthal> ;The Journal of Allergy and Clinical Immunology. in Practice. 2024 Jan 1
• 2 citations
  A Multilevel Primary Care Intervention to Improve Follow-Up of Overdue Abnormal Cancer Screening Test Results: A Cluster Randomized Clinical Trial.
  Steven J Atlas, Anna N A Tosteson, Adam Wright, E John Orav, Timothy E Burdick, Wenyan Zhao, Shoshana J Hort, Amy J Wint, Rebecca E Smith, Frank Y Chang, David G Aman,...> ;JAMA. 2023 Oct 10
• 1 citations
  A deep learning approach for transgender and gender diverse patient identification in electronic health records.
  Yining Hua, Liqin Wang, Vi Nguyen, Meghan Rieu-Werden, Alex McDowell, David W Bates, Dinah Foer, Li Zhou> ;Journal of Biomedical Informatics. 2023 Nov 1
• Drug reaction with eosinophilia and systemic symptoms (DRESS): clinical presentation and outcomes in people of color.
  Fatima Bassir, Santiago Alvarez-Arango, Daniela Kroshinsky, Elizabeth Phillips, Adaeze J Ezeofor, Upeka Samarakoon, Suzanne V Blackley, Liqin Wang, Li Zhou, Kimberly G...> ;The Journal of Allergy and Clinical Immunology. in Practice. 2023 Nov 1
• Drug reaction eosinophilia and systemic symptoms: Clinical phenotypic patterns according to causative drug.
  Kimberly G Blumenthal, Santiago Alvarez-Arango, Daniela Kroshinsky, Ying-Chih Lo, Upeka Samarakoon, Abigail Rose Salem, Xiaoqing Fu, Fatima Bassir, Liqin Wang, Jordon ...> ;Journal of the American Academy of Dermatology. 2023 Jun 3
• 3 citations
  Developing Validated Tools to Identify Pulmonary Embolism in Electronic Databases: Rationale and Design of the PE-EHR+ Study.
  Behnood Bikdeli, Ying-Chih Lo, Candrika D Khairani, Antoine Bejjani, David Jimenez, Stefano Barco, Shiwani Mahajan, César Caraballo, Eric A Secemsky, Frederikus A Klok...> ;Thrombosis and Haemostasis. 2023 Jun 1
• Applying a user-centred design machine learning toolkit to an autism spectrum disorder use case.
  Joseph M Plasek, Li Zhou> ;BMJ Health & Care Informatics. 2023 May 1
• Scalable Feature Engineering from Electronic Free Text Notes to Supplement Confounding Adjustment of Claims-Based Pharmacoepidemiologic Studies.
  Richard Wyss, Joseph M Plasek, Li Zhou, Lily G Bessette, Sebastian Schneeweiss, Jeremy A Rassen, Theodore Tsacogianis, Kueiyu Joshua Lin> ;Clinical Pharmacology and Therapeutics. 2023 Apr 1
• Deep learning for detection of drug hypersensitivity reactions.
  Suzanne V Blackley, Abigail Salem, Li Zhou> ;The Journal of Allergy and Clinical Immunology. 2023 Aug 1
• 2 citations
  Updates in SJS/TEN: collaboration, innovation, and community.
  Madeline E Marks, Ramya Krishna Botta, Riichiro Abe, Thomas M Beachkofsky, Isabelle Boothman, Bruce C Carleton, Wen-Hung Chung, Ricardo R Cibotti, Roni P Dodiuk-Gad, C...> ;Frontiers in Medicine. 2023 Jan 1
• 6 citations
  Post-Acute COVID-19 Respiratory Symptoms in Patients With Asthma: An Electronic Health Records-Based Study.
  Liqin Wang, Dinah Foer, Yuqing Zhang, Elizabeth W Karlson, David W Bates, Li Zhou> ;The Journal of Allergy and Clinical Immunology. in Practice. 2023 Mar 1
• Learning from undercoded clinical records for automated International Classification of Diseases (ICD) coding.
  Yucheng Jin, Yun Xiong, Dan Shi, Yifei Lin, Lifang He, Yao Zhang, Joseph M Plasek, Li Zhou, David W Bates, Chunlei Tang> ;Journal of the American Medical Informatics Association. 2023 Feb 16
• 1 citations
  Dynamic reaction picklist for improving allergy reaction documentation: A usability study.
  Liqin Wang, Heekyong Park, Sachin Vallamkonda, Diane L Seger, Suzanne V Blackley, Pamela M Garabedian, Foster Goss, Kimberly G Blumenthal, David W Bates, Shawn Murphy,...> ;International Journal of Medical Informatics. 2023 Feb 1
• 3 citations
  Addressing the Challenges of Penicillin Allergy Delabeling With Electronic Health Records and Mobile Applications.
  Neil Powell, Shuayb Elkhalifa, Autumn Guyer, Tomaz Garcez, Jonathan Sandoe, Li Zhou> ;The Journal of Allergy and Clinical Immunology. in Practice. 2023 Feb 1
• 4 citations
  Primary Care Practitioner Perceptions on the Follow-up of Abnormal Cancer Screening Test Results.
  Steven J Atlas, Anna N A Tosteson, Timothy E Burdick, Adam Wright, Erica S Breslau, Tin H Dang, Amy J Wint, Rebecca E Smith, Kimberly A Harris, Li Zhou, Jennifer S Haas> ;JAMA Network Open. 2022 Sep 1
• 3 citations
  Expanding the reaction picklist in electronic health records improves allergy documentation.
  Sheril Varghese, Liqin Wang, Suzanne V Blackley, Kimberly G Blumenthal, Foster R Goss, Li Zhou> ;The Journal of Allergy and Clinical Immunology. in Practice. 2022 Oct 1
• 3 citations
  Allergy Safety Events in Health Care: Development and Application of a Classification Schema Based on Retrospective Review.
  Neelam A Phadke, Paige Wickner, Liqin Wang, Li Zhou, Elizabeth Mort, David W Bates, Claire Seguin, Xiaoqing Fu, Kimberly G Blumenthal> ;The Journal of Allergy and Clinical Immunology. in Practice. 2022 Jul 1
• 2 citations
  Using an optimized generative model to infer the progression of complications in type 2 diabetes patients.
  Xiaoxia Wang, Yifei Lin, Yun Xiong, Suhua Zhang, Yanming He, Yuqing He, Zhikun Zhang, Joseph M Plasek, Li Zhou, David W Bates, Chunlei Tang> ;BMC Medical Informatics and Decision Making. 2022 Jul 1
• 1 citations
  Drug reaction with eosinophilia and systemic symptoms in patients hospitalized with COVID-19: a case series from a large US healthcare system.
  Bethany Cucka, Li Zhou, Elizabeth J Phillips, Fatima Bassir, Upeka Samarakoon, Renajd Rrapi, Sidharth Chand, Liqin Wang, Santiago Alvarez-Arango, Kimberly G Blumenthal...> ;The British Journal of Dermatology. 2022 Oct 1
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Journal Articles

• Original Article Drug-Induced Anaphylaxis Documented in Electronic Health Records  
  David W Bates, Li Zhou, Kimberly G Blumenthal, ScienceDirect