Impact of Discharge Planning Decision Support on 30 and 60 Day Readmissions. - Kathryn H. Bowles; Diane Holland; Sheryl Potashnik; Maxim Topaz; Alexandra L. Hanlon (AMIA, 2012)

Association of patient characteristics and telehealth alerts with key medical events experienced by patients with heart failure (HF) in homecare. - Kavita Radhakrishnan; Kathryn H. Bowles; Alexandra L. Hanlon; Maxim Topaz (AMIA, 2012)

"We're all in our own little island": A Qualitative Exploration of Patient Information Exchange during Admission to Home Health Agency. - Maxim Topaz; D. Molkina; Günes Koru; Ruth M. Masterson Creber; O. Jarrin; Kavita Radhakrishnan; Melissa O'Connor; Kathryn H. Bowles (AMIA, 2013)

Developing Nursing Computer Interpretable Guidelines: a Feasibility Study of Heart Failure Guidelines in Homecare. - Maxim Topaz; Erez Shalom; Ruth M. Masterson Creber; Kavita Rhadakrishnan; Kathryn H. Bowles (AMIA, 2013)

Health Information Technology Adoption in Home Health ... Research in Progress. - Dari AlHuwail; Akif Günes Koru; Ahmad Alaiad 001; Anthony F. Norcio; Maxim Topaz (AMIA, 2014)

Promoting Meaningful Use of Health Information Technology in Israel: Ministry of Health Vision. - Ayala Gerber; Maxim Topaz (Nursing Informatics, 2014)

The Omaha System: a systematic review of the recent literature. - Maxim Topaz; Nadya Golfenshtein; Kathryn H. Bowles (J. Am. Medical Informatics Assoc., 2014)

Rising Drug Allergy Alert Overrides in a Computerized Provider Order Entry System: a Decade of Experience. - Li Zhou 007; Maxim Topaz; Diane L. Seger; Sarah P. Slight; Foster R. Goss; Kenneth H. Lai; Paige G. Wickner; Kimberly G. Blumenthal; Neil Dhopeshwarkar; Frank Y. Chang; David W. Bates (AMIA, 2015)

High Override Rate for Opioid Drug-allergy Interaction Alerts: Current Trends and Recommendations for Future. - Maxim Topaz; Diane L. Seger; Kenneth H. Lai; Paige G. Wickner; Foster R. Goss; Neil Dhopeshwarkar; Frank Y. Chang; David W. Bates; Li Zhou 007 (MedInfo, 2015)

Identifying Patients with Depression Using Free-text Clinical Documents. - Li Zhou 007; Amy W. Baughman; Victor J. Lei; Kenneth H. Lai; Amol S. Navathe; Frank Y. Chang; Margarita Sordo; Maxim Topaz; Feiran Zhong; Madhavan Murrali; Shamkant B. Navathe; Roberto A. Rocha (MedInfo, 2015)

Automated misspelling detection and correction in clinical free-text records. - Kenneth H. Lai; Maxim Topaz; Foster R. Goss; Li Zhou 007 (J. Biomed. Informatics, 2015)

Designing Next Generation of Clinical Decision Support for Nursing from Hospital to Homecare: AMIA Nursing Informatics Group Pre-Symposium Tutorial. - Maxim Topaz; Sarah A. Collins (AMIA, 2016)

Expert Recommendations on Redesigning Drug Allergy Alerts in Electronic Health Record Systems. - Maxim Topaz; Foster R. Goss; Kimberly G. Blumenthal; Kenneth H. Lai; Diane L. Seger; Sarah P. Slight; Paige G. Wickner; George A. Robinson; Kin Wah Fung; Robert C. McClure; Shelly Spiro; Warren W. Acker; et al. (AMIA, 2016)

Nurse Informaticians Report Low Satisfaction and Multi-level Concerns with Electronic Health Records: Results from an International Survey. - Maxim Topaz; Charlene Ronquillo; Laura-Maria Peltonen; Lisiane Pruinelli; Raymond Francis Sarmiento; Martha K. Badger; Samira Ali; Adrienne Lewis; Mattias Georgsson; Eunjoo Jeon; Jude L. Tayaben; Chiu-Hsiang Kuo; et al. (AMIA, 2016)

Current Trends in Nursing Informatics: Results of an International Survey. - Laura-Maria Peltonen; Dari AlHuwail; Samira Ali; Martha K. Badger; Gabrielle Jacklin Eler; Mattias Georgsson; Tasneem Islam; Eunjoo Jeon; Hyunggu Jung; Chiu-Hsiang Kuo; Adrienne Lewis; Lisiane Pruinelli; et al. (Nursing Informatics, 2016)

Nursing Informatics Research Priorities for the Future: Recommendations from an International Survey. - Laura-Maria Peltonen; Maxim Topaz; Charlene Ronquillo; Lisiane Pruinelli; Raymond Francis Sarmiento; Martha K. Badger; Samira Ali; Adrienne Lewis; Mattias Georgsson; Eunjoo Jeon; Jude L. Tayaben; Chiu-Hsiang Kuo; et al. (Nursing Informatics, 2016)

Mining Clinicians' Electronic Documentation to Identify Heart Failure Patients with Ineffective Self-Management: A Pilot Text-Mining Study. - Maxim Topaz; Kavita Radhakrishnan; Victor J. Lei; Li Zhou 007 (Nursing Informatics, 2016)

Advancing Nursing Informatics in the Next Decade: Recommendations from an International Survey. - Maxim Topaz; Charlene Ronquillo; Laura-Maria Peltonen; Lisiane Pruinelli; Raymond Francis Sarmiento; Martha K. Badger; Samira Ali; Adrienne Lewis; Mattias Georgsson; Eunjoo Jeon; Jude L. Tayaben; Chiu-Hsiang Kuo; et al. (Nursing Informatics, 2016)

Using Electronic Case Summaries to Elicit Multi-Disciplinary Expert Knowledge about Referrals to Post-Acute Care. - Sarah J. Ratcliffe; Sheryl Potashnik; Maxim Topaz; John H. Holmes; Nai-Wei Shih; Mary D. Naylor; Kathryn H. Bowles (Appl. Clin. Inform., 2016)

Food entries in a large allergy data repository. - Joseph M. Plasek; Foster R. Goss; Kenneth H. Lai; Jason J. Lau; Diane L. Seger; Kimberly G. Blumenthal; Paige G. Wickner; Sarah P. Slight; Frank Y. Chang; Maxim Topaz; David W. Bates; Li Zhou 007 (J. Am. Medical Informatics Assoc., 2016)

Rising drug allergy alert overrides in electronic health records: an observational retrospective study of a decade of experience. - Maxim Topaz; Diane L. Seger; Sarah P. Slight; Foster R. Goss; Kenneth H. Lai; Paige G. Wickner; Kimberly G. Blumenthal; Neil Dhopeshwarkar; Frank Y. Chang; David W. Bates; Li Zhou 007 (J. Am. Medical Informatics Assoc., 2016)

The application of machine learning to evaluate the adequacy of information in radiology orders. - Wasim Al Assad; Maxim Topaz; John Tu; Li Zhou 007 (BIBM, 2017)

Content and Trends in Medical Informatics Publications over the Past Two Decades. - Liqin Wang; Maxim Topaz; Joseph M. Plasek; Li Zhou 007 (MedInfo, 2017)

Towards improved drug allergy alerts: Multidisciplinary expert recommendations. - Maxim Topaz; Foster R. Goss; Kimberly G. Blumenthal; Kenneth H. Lai; Diane L. Seger; Sarah P. Slight; Paige G. Wickner; George A. Robinson; Kin Wah Fung; Robert C. McClure; Shelly Spiro; Warren W. Acker; et al. (Int. J. Medical Informatics, 2017)

Building Capacity in Student and Emerging Nursing Informatics Professionals Through Participation in an International Community of Practice. - Lorraine Block; Laura-Maria Peltonen; Charlene Ronquillo; Adrienne Lewis; Raji Nibber; Lisiane Pruinelli; Maxim Topaz (Nursing Informatics, 2018)

Emerging Professional's View of the Landscape: Nursing Informatics Curriculum, Competencies, and Career Opportunities. - Adrienne Lewis; Lorraine Block; Laura-Maria Peltonen; Lisiane Pruinelli; Maxim Topaz; Erika Lozada Perezmitre (Nursing Informatics, 2018)

A value set for documenting adverse reactions in electronic health records. - Foster R. Goss; Kenneth H. Lai; Maxim Topaz; Warren W. Acker; Leigh Kowalski; Joseph M. Plasek; Kimberly G. Blumenthal; Diane L. Seger; Sarah P. Slight; Kin Wah Fung; Frank Y. Chang; David W. Bates; et al. (J. Am. Medical Informatics Assoc., 2018)

Medical Malpractice Trends: Errors in Automated Speech Recognition. - Maxim Topaz; Adam Schaffer; Kenneth H. Lai; Zfania Tom Korach; Jonathan Einbinder; Li Zhou 007 (J. Medical Syst., 2018)

NimbleMiner: A Novel Multi-Lingual Text Mining Application. - Maxim Topaz (MedInfo, 2019)

Extracting Alcohol and Substance Abuse Status from Clinical Notes: The Added Value of Nursing Data. - Maxim Topaz; Ludmila Murga; Ofrit Bar-Bachar; Kenrick Cato; Sarah A. Collins (MedInfo, 2019)

Identifying Diabetes in Clinical Notes in Hebrew: A Novel Text Classification Approach Based on Word Embedding. - Maxim Topaz; Ludmila Murga; Chagai Grossman; Daniella Daliyot; Shlomit Jacobson; Noa Rozendorn; Eyal Zimlichman; Nadav Furie (MedInfo, 2019)

Mining fall-related information in clinical notes: Comparison of rule-based and novel word embedding-based machine learning approaches. - Maxim Topaz; Ludmila Murga; Katherine M. Gaddis; Margaret V. McDonald; Ofrit Bar-Bachar; Yoav Goldberg; Kathryn H. Bowles (J. Biomed. Informatics, 2019)

Identifying patients at highest-risk: the best timing to apply a readmission predictive model. - Natalie Flaks-Manov; Maxim Topaz; Moshe Hoshen; Ran D. Balicer; Efrat Shadmi (BMC Medical Informatics Decis. Mak., 2019)

Health Informatics Solutions in Response to COVID-19: Preliminary Insights from an International Survey. - Seyedeh-Samin Barakati; Maxim Topaz; Laura-Maria Peltonen; James Mitchell; Dari AlHuwail; Tracie Risling; Charlene Ronquillo (EFMI-STC, 2020)

Identifying Narrative Documentation of Clinician Concern about Patient Deterioration in Home Healthcare: A Text Mining Study. - Mollie Hobensack; Jiyoun Song; Maryam Zolnoori; Marietta Ojo; Kathryn H. Bowles; Sena Chae; Erin E. Kennedy; Margaret V. McDonald; Maxim Topaz (AMIA, 2021)

Home Healthcare to Primary Care Data Interoperability Challenges and Opportunities. - Paulina S. Sockolow; Kathryn H. Bowles; Maxim Topaz; Edgar Chou (AMIA, 2021)

Natural Language Processing Algorithm to Detect Terms Representing Risk of Hospitalization or Emergency Department Visits during Home Health Care. - Jiyoun Song; Marietta Ojo; Margaret V. McDonald; Kenrick Cato; Sarah Collins Rossetti; Yolanda Barrón; Sridevi Sridharan; Sena Chae; Mollie Hobensack; Kathryn H. Bowles; Maxim Topaz (AMIA, 2021)

Feasibility study of audio recording patient-clinician verbal communications in home healthcare settings. - Maryam Zolnoori; Sasha Vergez; Zoran Kostic; Siddhartha R. Jonnalagadda; Maxim Topaz (AMIA, 2021)

Towards Automated Screening of Literature on Artificial Intelligence in Nursing. - Hans Moen; Dari AlHuwail; Jari Björne; Lori Block; Sven Celin; Eunjoo Jeon; Karl Kreiner; James Mitchell; Gabriela Ozegovic; Charlene Esteban Ronquillo; Lydia Sequeira; Jude L. Tayaben; et al. (MedInfo, 2021)

Emergency Remote Learning in Nursing Education During the COVID-19 Pandemic. - Eunjoo Jeon; Laura-Maria Peltonen; Lorraine Block; Charlene Ronquillo; Jude L. Tayaben; Raji Nibber; Lisiane Pruinelli; Erika Lozada Perezmitre; Janine Sommer; Maxim Topaz; Gabrielle Jacklin Eler; Henrique Yoshikazu Shishido; et al. (MIE, 2021)

Identifying Heart Failure Symptoms and Poor Self-Management in Home Healthcare: A Natural Language Processing Study. - Sena Chae; Jiyoun Song; Marietta Ojo; Maxim Topaz (Nursing Informatics, 2021)

Home Healthcare Clinicians' Perspectives on Electronic Health Records: A Qualitative Study. - Mollie Hobensack; Marietta Ojo; Kathryn H. Bowles; Margaret V. McDonald; Jiyoun Song; Maxim Topaz (Nursing Informatics, 2021)

Natural Language Processing of Nursing Notes: A Systematic Review. - Shazia Mitha; Jessica M. Schwartz; Kenrick Cato; Kyungmi Woo; Arlene M. Smaldone; Maxim Topaz (Nursing Informatics, 2021)

Nursing Informatics Research Trends: Findings from an International Survey. - Laura-Maria Peltonen; Raji Nibber; Lorraine Block; Charlene Ronquillo; Erika Lozada Perezmitre; Adrienne Lewis; Dari AlHuwail; Samira Ali; Mattias Georgsson; Eunjoo Jeon; Jude L. Tayaben; Ying-Li Lee; et al. (Nursing Informatics, 2021)

Will Artificial Intelligence Replace Nurses? A Debate. - Laura-Maria Peltonen; Lisiane Pruinelli; Adrienne Lewis; Lorraine Block; Maxim Topaz; Hanna von Gerich; Charlene Ronquillo (Nursing Informatics, 2021)

Description of the Process to Validate the Mexican Nurse Informatics Competency Self-Assessment Scale. - Erika Lozada Perezmitre; Erick Landeros-Olvera; Rosa Maria Galicia-Aguilar; Laura-Maria Peltonen; Raji Nibber; Adrienne Lewis; Lorraine Block; Lisiane Pruinelli; Charlene Ronquillo; Maxim Topaz (Nursing Informatics, 2021)

The Time is Now: Informatics Research Opportunities in Home Health Care. - Paulina S. Sockolow; Kathryn H. Bowles; Maxim Topaz; Günes Koru; Ragnhild Hellesø; Melissa O'Connor; Ellen J. Bass (Appl. Clin. Inform., 2021)

Heart Failure Patient Characteristics and Symptoms Documented in Home Health Care Clinical Notes are Associated with Emergency Department Visits and Hospitalizations. - Sena Chae; Jiyoun Song; Yolanda Barrón; Kathryn H. Bowles; Margaret V. McDonald; Sarah Collins Rossetti; Kenrick Cato; Mollie Hobensack; Lauren Evans; Maxim Topaz (AMIA, 2022)

Capturing Concerns about Patient Deterioration in Narrative Documentation in Home Healthcare. - Mollie Hobensack; Jiyoun Song; Sena Chae; Erin E. Kennedy; Maryam Zolnoori; Kathryn H. Bowles; Margaret V. McDonald; Lauren Evans; Maxim Topaz (AMIA, 2022)

Is Auto-generated Transcript of Patient-Nurse Communication Ready to Use for Identifying the Risk for Hospitalizations or Emergency Department Visits in Home Health Care? A Natural Language Processing Pilot Study. - Jiyoun Song; Maryam Zolnoori; Danielle Scharp; Sasha Vergez; Margaret V. McDonald; Sridevi Sridharan; Zoran Kostic; Maxim Topaz (AMIA, 2022)

ADscreen: An Artificial Intelligence-Based Screening Algorithm for Early Identification of Patients with Alzheimer's Disease and Related Dementia. - Maryam Zolnoori; Maxim Topaz (AMIA, 2022)

Documentation of hospitalization risk factors in electronic health records (EHRs): a qualitative study with home healthcare clinicians. - Mollie Hobensack; Marietta Ojo; Yolanda Barrón; Kathryn H. Bowles; Kenrick Cato; Sena Chae; Erin E. Kennedy; Margaret V. McDonald; Sarah Collins Rossetti; Jiyoun Song; Sridevi Sridharan; Maxim Topaz (J. Am. Medical Informatics Assoc., 2022)

Considerations for development of child abuse and neglect phenotype with implications for reduction of racial bias: a qualitative study. - Aviv Y. Landau; Ashley Blanchard; Kenrick Cato; Nia Atkins; Stephanie Salazar; Desmond Upton Patton; Maxim Topaz (J. Am. Medical Informatics Assoc., 2022)

Developing machine learning-based models to help identify child abuse and neglect: key ethical challenges and recommended solutions. - Aviv Y. Landau; Susi Ferrarello; Ashley Blanchard; Kenrick Cato; Nia Atkins; Stephanie Salazar; Desmond Upton Patton; Maxim Topaz (J. Am. Medical Informatics Assoc., 2022)

Clinical notes: An untapped opportunity for improving risk prediction for hospitalization and emergency department visit during home health care. - Jiyoun Song; Mollie Hobensack; Kathryn H. Bowles; Margaret V. McDonald; Kenrick Cato; Sarah Collins Rossetti; Sena Chae; Erin E. Kennedy; Yolanda Barrón; Sridevi Sridharan; Maxim Topaz (J. Biomed. Informatics, 2022)

Introduction to the Minitrack on Leveraging IT, AI and Data Science for Healthcare Beyond the Hospital: Learning from Scientific, Operational, and Business Perspectives. - Scott M. Sittig; Maxim Topaz; Günes Koru (HICSS, 2023)

ElCombo: Knowledge-based Personalized Meal Recommendation System for Chinese Community-dwelling Elders. - Zidu Xu; Jiao Li 001; Maxim Topaz (ICHI, 2023)

Machine learning applied to electronic health record data in home healthcare: A scoping review. - Mollie Hobensack; Jiyoun Song; Danielle Scharp; Kathryn H. Bowles; Maxim Topaz (Int. J. Medical Informatics, 2023)

A risk identification model for detection of patients at risk of antidepressant discontinuation. - Ali Zolnour; Christina E. Eldredge; Anthony Faiola; Yadollah Yaghoobzadeh; Masoud Khani; Doreen Foy; Maxim Topaz; Hadi Kharrazi; Kin Wah Fung; Paul A. Fontelo; Anahita Davoudi; Azade Tabaie; et al. (Frontiers Artif. Intell., 2023)

ADscreen: A speech processing-based screening system for automatic identification of patients with Alzheimer's disease and related dementia. - Maryam Zolnoori; Ali Zolnour; Maxim Topaz (Artif. Intell. Medicine, 2023)

HomeADScreen: Developing Alzheimer's disease and related dementia risk identification model in home healthcare. - Maryam Zolnoori; Yolanda Barrón; Jiyoun Song; James Noble 003; Julia Burgdorf; Miriam Ryvicker; Maxim Topaz (Int. J. Medical Informatics, 2023)

Predicting emergency department visits and hospitalizations for patients with heart failure in home healthcare using a time series risk model. - Sena Chae; Anahita Davoudi; Jiyoun Song; Lauren Evans; Mollie Hobensack; Kathryn H. Bowles; Margaret V. McDonald; Yolanda Barrón; Sarah Collins Rossetti; Kenrick Cato; Sridevi Sridharan; Maxim Topaz (J. Am. Medical Informatics Assoc., 2023)

Is the patient speaking or the nurse? Automatic speaker type identification in patient-nurse audio recordings. - Maryam Zolnoori; Sasha Vergez; Sridevi Sridharan; Ali Zolnour; Kathryn H. Bowles; Zoran Kostic; Maxim Topaz (J. Am. Medical Informatics Assoc., 2023)

Uncovering hidden trends: identifying time trajectories in risk factors documented in clinical notes and predicting hospitalizations and emergency department visits during home health care. - Jiyoun Song; Se Hee Min; Sena Chae; Kathryn H. Bowles; Margaret V. McDonald; Mollie Hobensack; Yolanda Barrón; Sridevi Sridharan; Anahita Davoudi; Sungho Oh; Lauren Evans; Maxim Topaz (J. Am. Medical Informatics Assoc., 2023)

Harnessing the Power of Machine Learning and Electronic Health Records to Support Child Abuse and Neglect Identification in Emergency Department Settings. - Aviv Y. Landau; Ashley Blanchard; Paritosh Kulkarni; Shahad Althobaiti; Betina Idnay; Desmond Upton Patton; Kenrick Cato; Maxim Topaz (MIE, 2024)

Future Needs in Nursing Informatics - Preliminary Findings from the Global Nursing Informatics Survey. - Hanna von Gerich; Dari AlHuwail; Martha K. Badger; Lorraine J. Block; Gabrielle Jacklin Eler; Mattias Georgsson; Jisan Lee; Zerina Lokmic-Tomkins; Erika Lozada Perezmitre; Lisiane Pruinelli; Charlene Ronquillo; Henrique Yoshikazu Shishido; et al. (Nursing Informatics, 2024)

Social Determinants Documented Across Individuals from Different Racial and Ethnic Groups in Home Healthcare. - Mollie Hobensack; Danielle Scharp; Jiyoun Song; Maxim Topaz (Nursing Informatics, 2024)

The Safety Implications of Information Technology in Nursing: Japanese Incident Data Analysis. - Shoko Miyagawa; Yuyu Urata; Shizuka Watanabe; Hiromori Sugihara; Shinya Mitani; Hiroki Fukahori; Maxim Topaz (Nursing Informatics, 2024)

Voices Unheard: Exploring New Data Sources in Nursing Through Speech Processing. - Maxim Topaz; Maryam Zolnoori; Zidu Xu; Jiyoun Song (Nursing Informatics, 2024)

Fairness gaps in Machine learning models for hospitalization and emergency department visit risk prediction in home healthcare patients with heart failure. - Anahita Davoudi; Sena Chae; Lauren Evans; Sridevi Sridharan; Jiyoun Song; Kathryn H. Bowles; Margaret V. McDonald; Maxim Topaz (Int. J. Medical Informatics, 2024)

Exploring home healthcare clinicians' needs for using clinical decision support systems for early risk warning. - Zidu Xu; Lauren Evans; Jiyoun Song; Sena Chae; Anahita Davoudi; Kathryn H. Bowles; Margaret V. McDonald; Maxim Topaz (J. Am. Medical Informatics Assoc., 2024)

Utilizing patient-nurse verbal communication in building risk identification models: the missing critical data stream in home healthcare. - Maryam Zolnoori; Sridevi Sridharan; Ali Zolnour; Sasha Vergez; Margaret V. McDonald; Zoran Kostic; Kathryn H. Bowles; Maxim Topaz (J. Am. Medical Informatics Assoc., 2024)

Enhancing AI for citation screening in literature reviews: Improving accuracy with ensemble models. - Zhihong Zhang; Mohamad Javad Momeni Nezhad; Pallavi Gupta; Ali Zolnour; Hossein Azadmaleki; Maxim Topaz; Maryam Zolnoori (Int. J. Medical Informatics, 2025)

Identifying stigmatizing and positive/preferred language in obstetric clinical notes using natural language processing. - Jihye Kim Scroggins; Ismael I Hulchafo; Sarah Harkins; Danielle Scharp; Hans Moen; Anahita Davoudi; Kenrick Cato; Michele Tadiello; Maxim Topaz; Veronica Barcelona (J. Am. Medical Informatics Assoc., 2025)

Machine learning-based infection diagnostic and prognostic models in post-acute care settings: a systematic review. - Zidu Xu; Danielle Scharp; Mollie Hobensack; Jiancheng Ye; Jungang Zou; Sirui Ding; Jingjing Shang; Maxim Topaz (J. Am. Medical Informatics Assoc., 2025)

Beyond electronic health record data: leveraging natural language processing and machine learning to uncover cognitive insights from patient-nurse verbal communications. - Maryam Zolnoori; Ali Zolnour; Sasha Vergez; Sridevi Sridharan; Ian Spens; Maxim Topaz; James M. Noble; Suzanne Bakken; Julia Hirschberg; Kathryn H. Bowles; Nicole Onorato; Margaret V. McDonald (J. Am. Medical Informatics Assoc., 2025)

UM_FHS at TREC 2024 PLABA: Exploration of Fine-tuning and AI agent approach for plain language adaptations of biomedical text. - Primoz Kocbek; Leon Kopitar; Zhihong Zhang; Emirhan Aydin; Maxim Topaz; Gregor Stiglic (CoRR, 2025)

A Brief Review on Benchmarking for Large Language Models Evaluation in Healthcare. - Leona Cilar Budler; Hongyu Chen; Aokun Chen; Maxim Topaz; Wilson Tam; Jiang Bian 001; Gregor Stiglic (WIREs Data. Mining. Knowl. Discov., 2025)