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Author Details

Maxim Topaz
Columbia University School of Nursing
2011
135
22
Sarah J Ratcliffe (CM4AI)
PMIDPaper TitleJournal TitlePublished Year
37116081An Examination of the Non-linear Relationship Between Cognition and Total Hemoglobin Among the Cognitively Normal Older Adults by Gender.J Aging Health2024
37594597Examining racial differences in the network structure and properties of specific cognitive domains among older adults.Geroscience2024
37847651Utilizing patient-nurse verbal communication in building risk identification models: the missing critical data stream in home healthcare.J Am Med Inform Assoc2024
37838000Natural Language Processing Applied to Clinical Documentation in Post-acute Care Settings: A Scoping Review.J Am Med Dir Assoc2024
36414419The identification of clusters of risk factors and their association with hospitalizations or emergency department visits in home health care.J Adv Nurs2023
37598432Comorbidities of community-dwelling older adults with urinary incontinence: A scoping review.Geriatr Nurs2023
37553081Social Risk Factors are Associated with Risk for Hospitalization in Home Health Care: A Natural Language Processing Study.J Am Med Dir Assoc2023
37478477Is the patient speaking or the nurse? Automatic speaker type identification in patient-nurse audio recordings.J Am Med Inform Assoc2023
37693012A risk identification model for detection of patients at risk of antidepressant discontinuation.Front Artif Intell2023
37673583ADscreen: A speech processing-based screening system for automatic identification of patients with Alzheimer's disease and related dementia.Artif Intell Med2023
37454558HomeADScreen: Developing Alzheimer's disease and related dementia risk identification model in home healthcare.Int J Med Inform2023
37387505Identifying Type II workplace violence from clinical notes using natural language processing.Workplace Health Saf2023
36989473Older Adult Engagement With Symptom Reporting in a COVID-19 Citizen Science Application.J Gerontol Nurs2023
37345951Home Healthcare Patients With Distinct Psychological, Cognitive, and Behavioral Symptom Profiles and At-Risk Subgroup for Hospitalization and Emergency Department Visits Using Latent Class Analysis.Clin Nurs Res2023
37339524Uncovering hidden trends: identifying time trajectories in risk factors documented in clinical notes and predicting hospitalizations and emergency department visits during home health care.J Am Med Inform Assoc2023
37073504A qualitative analysis of stigmatizing language in birth admission clinical notes.Nurs Inq2023
37433577Predicting emergency department visits and hospitalizations for patients with heart failure in home healthcare using a time series risk model.J Am Med Inform Assoc2023
37067893Home Health Care Clinicians' Use of Judgment Language for Black and Hispanic Patients: Natural Language Processing Study.JMIR Nurs2023
37128448Capturing Concerns about Patient Deterioration in Narrative Documentation in Home Healthcare.AMIA Annu Symp Proc2023
37128445Is 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.AMIA Annu Symp Proc2023
36626018Understanding changes in mental health symptoms from young-old to old-old adults by sex using multiple-group latent transition analysis.Geroscience2023
36592572Machine learning applied to electronic health record data in home healthcare: A scoping review.Int J Med Inform2023
36719717Black and Latinx Primary Caregiver Considerations for Developing and Implementing a Machine Learning-Based Model for Detecting Child Abuse and Neglect With Implications for Racial Bias Reduction: Qualitative Interview Study With Primary Caregivers.JMIR Form Res2023
36730744Natural Language Processing of Nursing Notes: An Integrative Review.Comput Inform Nurs2023
34105873Exploring prevalence of wound infections and related patient characteristics in homecare using natural language processing.Int Wound J2022
35673094Towards Automated Screening of Literature on Artificial Intelligence in Nursing.Stud Health Technol Inform2022
35544296Audio Recording Patient-Nurse Verbal Communications in Home Health Care Settings: Pilot Feasibility and Usability Study.JMIR Hum Factors2022
35663115Do nurses document all discussions of patient problems and nursing interventions in the electronic health record? A pilot study in home healthcare.JAMIA Open2022
35597164Factors associated with poor self-management documented in home health care narrative notes for patients with heart failure.Heart Lung2022
35816481Using natural language processing to identify acute care patients who lack advance directives, decisional capacity, and surrogate decision makers.PLoS One2022
35654435The Untapped Potential of Nursing and Allied Health Data for Improved Representation of Social Determinants of Health and Intersectionality in Artificial Intelligence Applications: A Rapid Review.Yearb Med Inform2022
35931136Risk of Rehospitalization or Emergency Department Visit is Significantly Higher for Patients who Receive Their First Home Health Care Nursing Visit Later than 2 Days After Hospital Discharge.J Am Med Dir Assoc2022
36201227Artificial intelligence in health care: Implications for nurse managers.J Nurs Manag2022
35925922Speech recognition can help evaluate shared decision making and predict medication adherence in primary care setting.PLoS One2022
35129768Correction to: Predicting Risk for Early Breastfeeding Cessation in Israel.Matern Child Health J2022
34855056Predicting Risk for Early Breastfeeding Cessation in Israel.Matern Child Health J2022
35092870Artificial Intelligence -based technologies in nursing: A scoping literature review of the evidence.Int J Nurs Stud2022
34935742The Utility of Nursing Notes Among Medicare Patients With Heart Failure to Predict 30-Day Rehospitalization: A Pilot Study.J Cardiovasc Nurs2022
35024859Developing machine learning-based models to help identify child abuse and neglect: key ethical challenges and recommended solutions.J Am Med Inform Assoc2022
35024857Considerations for development of child abuse and neglect phenotype with implications for reduction of racial bias: a qualitative study.J Am Med Inform Assoc2022
35171126Detecting Language Associated With Home Healthcare Patient's Risk for Hospitalization and Emergency Department Visit.Nurs Res2022
35231649Clinical notes: An untapped opportunity for improving risk prediction for hospitalization and emergency department visit during home health care.J Biomed Inform2022
35196369Documentation of hospitalization risk factors in electronic health records (EHRs): a qualitative study with home healthcare clinicians.J Am Med Inform Assoc2022
32931601An integrative review and theoretical examination of chronic illness mHealth studies using the Middle-Range Theory of Self-care of Chronic Illness.Res Nurs Health2021
33882605How to Improve Information Technology to Support Healthcare to Address the COVID-19 Pandemic: an International Survey with Health Informatics Experts.Yearb Med Inform2021
33598906The Time is Now: Informatics Research Opportunities in Home Health Care.Appl Clin Inform2021
33844990Factors Associated with Timing of the Start-of-Care Nursing Visits in Home Health Care.J Am Med Dir Assoc2021
33534286Use of multifunctional electronic health records and burnout among primary care nurse practitioners.J Am Assoc Nurse Pract2021
34920563Home Healthcare Clinicians' Perspectives on Electronic Health Records: A Qualitative Study.Stud Health Technol Inform2021
34920543Nursing Informatics Research Trends: Findings from an International Survey.Stud Health Technol Inform2021
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Collaborators

University of Pennsylvania, University of Pennsylvania School of Nursing
Co-authored papers 36
College of Nursing, University of Florida
Co-authored papers 16
Brigham and Women's Hospital Division of General Internal Medicine
Co-authored papers 9
Clinical and Quality Analysis
Co-authored papers 8
National Institutes of Health, University of the Philippines Manila
Co-authored papers 5
Aalto University
Co-authored papers 5
Jonkoping University
Co-authored papers 5
NewCourtland Center for Transitions and Health at the University of Pennsylvania
Co-authored papers 4
Virginia Tech
Co-authored papers 4
University of Pennsylvania
Co-authored papers 4
Drexel University
Co-authored papers 3
University of Pennsylvania Perelman School of Medicine
Co-authored papers 3
University of Pennsylvania School of Nursing
Co-authored papers 2
Co-authored papers 2
Brigham and Women's Hospital, Harvard Medical School
Co-authored papers 2
Columbia Universtiy College of Physicians and Surgeons
Co-authored papers 2
University of Virginia
Co-authored papers 2
Boston College
Co-authored papers 2
Brigham and Women's Hospital
Co-authored papers 2
Clalit Health Services, Ben Gurion University
Co-authored papers 1
Co-authored papers 1
Mayo Clinic
Co-authored papers 1
University of Utah
Co-authored papers 1
Israel Ministry of Health, Israel Ariel University
Co-authored papers 1
Johns Hopkins School of Public Health
Co-authored papers 1
Memorial Sloan Kettering Cancer Center
Co-authored papers 1
NewYork-Presbyterian/Weill Cornell Medical Center.
Co-authored papers 1
Loyola University
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Collage of Pharmacy, University of Florida
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University of Amsterdam
Co-authored papers 1