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Author Details
Full Name
Maxim Topaz
Affiliation
Columbia University School of Nursing
ORCID
Career Start Year
2011
Papers
135
H Index
22
Expertise
CM4AI Collaborator
Sarah J Ratcliffe (CM4AI)
PMID
Paper Title
Journal Title
Published Year
37116081
An Examination of the Non-linear Relationship Between Cognition and Total Hemoglobin Among the Cognitively Normal Older Adults by Gender.
J Aging Health
2024
37594597
Examining racial differences in the network structure and properties of specific cognitive domains among older adults.
Geroscience
2024
37847651
Utilizing patient-nurse verbal communication in building risk identification models: the missing critical data stream in home healthcare.
J Am Med Inform Assoc
2024
37838000
Natural Language Processing Applied to Clinical Documentation in Post-acute Care Settings: A Scoping Review.
J Am Med Dir Assoc
2024
36414419
The identification of clusters of risk factors and their association with hospitalizations or emergency department visits in home health care.
J Adv Nurs
2023
37598432
Comorbidities of community-dwelling older adults with urinary incontinence: A scoping review.
Geriatr Nurs
2023
37553081
Social Risk Factors are Associated with Risk for Hospitalization in Home Health Care: A Natural Language Processing Study.
J Am Med Dir Assoc
2023
37478477
Is the patient speaking or the nurse? Automatic speaker type identification in patient-nurse audio recordings.
J Am Med Inform Assoc
2023
37693012
A risk identification model for detection of patients at risk of antidepressant discontinuation.
Front Artif Intell
2023
37673583
ADscreen: A speech processing-based screening system for automatic identification of patients with Alzheimer's disease and related dementia.
Artif Intell Med
2023
37454558
HomeADScreen: Developing Alzheimer's disease and related dementia risk identification model in home healthcare.
Int J Med Inform
2023
37387505
Identifying Type II workplace violence from clinical notes using natural language processing.
Workplace Health Saf
2023
36989473
Older Adult Engagement With Symptom Reporting in a COVID-19 Citizen Science Application.
J Gerontol Nurs
2023
37345951
Home 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 Res
2023
37339524
Uncovering 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 Assoc
2023
37073504
A qualitative analysis of stigmatizing language in birth admission clinical notes.
Nurs Inq
2023
37433577
Predicting emergency department visits and hospitalizations for patients with heart failure in home healthcare using a time series risk model.
J Am Med Inform Assoc
2023
37067893
Home Health Care Clinicians' Use of Judgment Language for Black and Hispanic Patients: Natural Language Processing Study.
JMIR Nurs
2023
37128448
Capturing Concerns about Patient Deterioration in Narrative Documentation in Home Healthcare.
AMIA Annu Symp Proc
2023
37128445
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.
AMIA Annu Symp Proc
2023
36626018
Understanding changes in mental health symptoms from young-old to old-old adults by sex using multiple-group latent transition analysis.
Geroscience
2023
36592572
Machine learning applied to electronic health record data in home healthcare: A scoping review.
Int J Med Inform
2023
36719717
Black 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 Res
2023
36730744
Natural Language Processing of Nursing Notes: An Integrative Review.
Comput Inform Nurs
2023
34105873
Exploring prevalence of wound infections and related patient characteristics in homecare using natural language processing.
Int Wound J
2022
35673094
Towards Automated Screening of Literature on Artificial Intelligence in Nursing.
Stud Health Technol Inform
2022
35544296
Audio Recording Patient-Nurse Verbal Communications in Home Health Care Settings: Pilot Feasibility and Usability Study.
JMIR Hum Factors
2022
35663115
Do nurses document all discussions of patient problems and nursing interventions in the electronic health record? A pilot study in home healthcare.
JAMIA Open
2022
35597164
Factors associated with poor self-management documented in home health care narrative notes for patients with heart failure.
Heart Lung
2022
35816481
Using natural language processing to identify acute care patients who lack advance directives, decisional capacity, and surrogate decision makers.
PLoS One
2022
35654435
The 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 Inform
2022
35931136
Risk of Rehospitalization or Emergency Department Visit is Significantly Higher for Patients who Receive Their First Home Health Care Nursing Visit Later than 2Â Days After Hospital Discharge.
J Am Med Dir Assoc
2022
36201227
Artificial intelligence in health care: Implications for nurse managers.
J Nurs Manag
2022
35925922
Speech recognition can help evaluate shared decision making and predict medication adherence in primary care setting.
PLoS One
2022
35129768
Correction to: Predicting Risk for Early Breastfeeding Cessation in Israel.
Matern Child Health J
2022
34855056
Predicting Risk for Early Breastfeeding Cessation in Israel.
Matern Child Health J
2022
35092870
Artificial Intelligence -based technologies in nursing: A scoping literature review of the evidence.
Int J Nurs Stud
2022
34935742
The Utility of Nursing Notes Among Medicare Patients With Heart Failure to Predict 30-Day Rehospitalization: A Pilot Study.
J Cardiovasc Nurs
2022
35024859
Developing machine learning-based models to help identify child abuse and neglect: key ethical challenges and recommended solutions.
J Am Med Inform Assoc
2022
35024857
Considerations for development of child abuse and neglect phenotype with implications for reduction of racial bias: a qualitative study.
J Am Med Inform Assoc
2022
35171126
Detecting Language Associated With Home Healthcare Patient's Risk for Hospitalization and Emergency Department Visit.
Nurs Res
2022
35231649
Clinical notes: An untapped opportunity for improving risk prediction for hospitalization and emergency department visit during home health care.
J Biomed Inform
2022
35196369
Documentation of hospitalization risk factors in electronic health records (EHRs): a qualitative study with home healthcare clinicians.
J Am Med Inform Assoc
2022
32931601
An integrative review and theoretical examination of chronic illness mHealth studies using the Middle-Range Theory of Self-care of Chronic Illness.
Res Nurs Health
2021
33882605
How to Improve Information Technology to Support Healthcare to Address the COVID-19 Pandemic: an International Survey with Health Informatics Experts.
Yearb Med Inform
2021
33598906
The Time is Now: Informatics Research Opportunities in Home Health Care.
Appl Clin Inform
2021
33844990
Factors Associated with Timing of the Start-of-Care Nursing Visits in Home Health Care.
J Am Med Dir Assoc
2021
33534286
Use of multifunctional electronic health records and burnout among primary care nurse practitioners.
J Am Assoc Nurse Pract
2021
34920563
Home Healthcare Clinicians' Perspectives on Electronic Health Records: A Qualitative Study.
Stud Health Technol Inform
2021
34920543
Nursing Informatics Research Trends: Findings from an International Survey.
Stud Health Technol Inform
2021
1 - 50 of 135
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David W Bates
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Jonkoping University
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Alexandra L Hanlon
Virginia Tech
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Drexel University
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John H Holmes
University of Pennsylvania Perelman School of Medicine
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Nai-Wei Shih
University of Pennsylvania School of Nursing
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2
Güneſ Koru
Co-authored papers
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Roberto A Rocha
Brigham and Women's Hospital, Harvard Medical School
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Nicholas P Tatonetti
Columbia Universtiy College of Physicians and Surgeons
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Sarah J Ratcliffe (CM4AI)
University of Virginia
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Christopher S Lee
Boston College
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Ronen Rozenblum
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