Maxim Topaz
Orcid: 0000-0002-2358-9837
According to our database1,
Maxim Topaz
authored at least 72 papers
between 2012 and 2024.
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Bibliography
2024
Utilizing patient-nurse verbal communication in building risk identification models: the missing critical data stream in home healthcare.
J. Am. Medical Informatics Assoc., January, 2024
Exploring home healthcare clinicians' needs for using clinical decision support systems for early risk warning.
J. Am. Medical Informatics Assoc., 2024
Fairness gaps in Machine learning models for hospitalization and emergency department visit risk prediction in home healthcare patients with heart failure.
Int. J. Medical Informatics, 2024
Proceedings of the Innovation in Applied Nursing Informatics, 2024
The Safety Implications of Information Technology in Nursing: Japanese Incident Data Analysis.
Proceedings of the Innovation in Applied Nursing Informatics, 2024
Social Determinants Documented Across Individuals from Different Racial and Ethnic Groups in Home Healthcare.
Proceedings of the Innovation in Applied Nursing Informatics, 2024
Future Needs in Nursing Informatics - Preliminary Findings from the Global Nursing Informatics Survey.
Proceedings of the Innovation in Applied Nursing Informatics, 2024
Harnessing the Power of Machine Learning and Electronic Health Records to Support Child Abuse and Neglect Identification in Emergency Department Settings.
Proceedings of the Digital Health and Informatics Innovations for Sustainable Health Care Systems, 2024
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.
J. Am. Medical Informatics Assoc., October, 2023
Is the patient speaking or the nurse? Automatic speaker type identification in patient-nurse audio recordings.
J. Am. Medical Informatics Assoc., September, 2023
Predicting emergency department visits and hospitalizations for patients with heart failure in home healthcare using a time series risk model.
J. Am. Medical Informatics Assoc., September, 2023
HomeADScreen: Developing Alzheimer's disease and related dementia risk identification model in home healthcare.
Int. J. Medical Informatics, September, 2023
ADscreen: A speech processing-based screening system for automatic identification of patients with Alzheimer's disease and related dementia.
Artif. Intell. Medicine, September, 2023
A risk identification model for detection of patients at risk of antidepressant discontinuation.
Frontiers Artif. Intell., February, 2023
Machine learning applied to electronic health record data in home healthcare: A scoping review.
Int. J. Medical Informatics, 2023
ElCombo: Knowledge-based Personalized Meal Recommendation System for Chinese Community-dwelling Elders.
Proceedings of the 11th IEEE International Conference on Healthcare Informatics, 2023
Introduction to the Minitrack on Leveraging IT, AI and Data Science for Healthcare Beyond the Hospital: Learning from Scientific, Operational, and Business Perspectives.
Proceedings of the 56th Hawaii International Conference on System Sciences, 2023
2022
Clinical notes: An untapped opportunity for improving risk prediction for hospitalization and emergency department visit during home health care.
J. Biomed. Informatics, 2022
Developing machine learning-based models to help identify child abuse and neglect: key ethical challenges and recommended solutions.
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.
J. Am. Medical Informatics Assoc., 2022
Documentation of hospitalization risk factors in electronic health records (EHRs): a qualitative study with home healthcare clinicians.
J. Am. Medical Informatics Assoc., 2022
ADscreen: An Artificial Intelligence-Based Screening Algorithm for Early Identification of Patients with Alzheimer's Disease and Related Dementia.
Proceedings of the AMIA 2022, 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.
Proceedings of the AMIA 2022, 2022
Capturing Concerns about Patient Deterioration in Narrative Documentation in Home Healthcare.
Proceedings of the AMIA 2022, 2022
Heart Failure Patient Characteristics and Symptoms Documented in Home Health Care Clinical Notes are Associated with Emergency Department Visits and Hospitalizations.
Proceedings of the AMIA 2022, 2022
2021
Appl. Clin. Inform., 2021
Description of the Process to Validate the Mexican Nurse Informatics Competency Self-Assessment Scale.
Proceedings of the Nurses and Midwives in the Digital Age - Selected Papers, Posters and Panels from the 15th International Congress in Nursing Informatics, Virtual Event, 23 August, 2021
Proceedings of the Nurses and Midwives in the Digital Age - Selected Papers, Posters and Panels from the 15th International Congress in Nursing Informatics, Virtual Event, 23 August, 2021
Proceedings of the Nurses and Midwives in the Digital Age - Selected Papers, Posters and Panels from the 15th International Congress in Nursing Informatics, Virtual Event, 23 August, 2021
Proceedings of the Nurses and Midwives in the Digital Age - Selected Papers, Posters and Panels from the 15th International Congress in Nursing Informatics, Virtual Event, 23 August, 2021
Home Healthcare Clinicians' Perspectives on Electronic Health Records: A Qualitative Study.
Proceedings of the Nurses and Midwives in the Digital Age - Selected Papers, Posters and Panels from the 15th International Congress in Nursing Informatics, Virtual Event, 23 August, 2021
Identifying Heart Failure Symptoms and Poor Self-Management in Home Healthcare: A Natural Language Processing Study.
Proceedings of the Nurses and Midwives in the Digital Age - Selected Papers, Posters and Panels from the 15th International Congress in Nursing Informatics, Virtual Event, 23 August, 2021
Proceedings of the Public Health and Informatics, 2021
Proceedings of the MEDINFO 2021: One World, One Health - Global Partnership for Digital Innovation, 2021
Feasibility study of audio recording patient-clinician verbal communications in home healthcare settings.
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021
Natural Language Processing Algorithm to Detect Terms Representing Risk of Hospitalization or Emergency Department Visits during Home Health Care.
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021
Identifying Narrative Documentation of Clinician Concern about Patient Deterioration in Home Healthcare: A Text Mining Study.
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021
2020
Health Informatics Solutions in Response to COVID-19: Preliminary Insights from an International Survey.
Proceedings of the Integrated Citizen Centered Digital Health and Social Care - Citizens as Data Producers and Service co-Creators, 2020
2019
Identifying patients at highest-risk: the best timing to apply a readmission predictive model.
BMC Medical Informatics Decis. Mak., 2019
Mining fall-related information in clinical notes: Comparison of rule-based and novel word embedding-based machine learning approaches.
J. Biomed. Informatics, 2019
Identifying Diabetes in Clinical Notes in Hebrew: A Novel Text Classification Approach Based on Word Embedding.
Proceedings of the MEDINFO 2019: Health and Wellbeing e-Networks for All, 2019
Extracting Alcohol and Substance Abuse Status from Clinical Notes: The Added Value of Nursing Data.
Proceedings of the MEDINFO 2019: Health and Wellbeing e-Networks for All, 2019
Proceedings of the MEDINFO 2019: Health and Wellbeing e-Networks for All, 2019
2018
J. Medical Syst., 2018
J. Am. Medical Informatics Assoc., 2018
Emerging Professional's View of the Landscape: Nursing Informatics Curriculum, Competencies, and Career Opportunities.
Proceedings of the Nursing Informatics 2018, 2018
Building Capacity in Student and Emerging Nursing Informatics Professionals Through Participation in an International Community of Practice.
Proceedings of the Nursing Informatics 2018, 2018
2017
Int. J. Medical Informatics, 2017
Proceedings of the MEDINFO 2017: Precision Healthcare through Informatics, 2017
The application of machine learning to evaluate the adequacy of information in radiology orders.
Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017
2016
Rising drug allergy alert overrides in electronic health records: an observational retrospective study of a decade of experience.
J. Am. Medical Informatics Assoc., 2016
J. Am. Medical Informatics Assoc., 2016
Using Electronic Case Summaries to Elicit Multi-Disciplinary Expert Knowledge about Referrals to Post-Acute Care.
Appl. Clin. Inform., 2016
Advancing Nursing Informatics in the Next Decade: Recommendations from an International Survey.
Proceedings of the Nursing Informatics 2016 - eHealth for All: Every Level Collaboration, 2016
Mining Clinicians' Electronic Documentation to Identify Heart Failure Patients with Ineffective Self-Management: A Pilot Text-Mining Study.
Proceedings of the Nursing Informatics 2016 - eHealth for All: Every Level Collaboration, 2016
Nursing Informatics Research Priorities for the Future: Recommendations from an International Survey.
Proceedings of the Nursing Informatics 2016 - eHealth for All: Every Level Collaboration, 2016
Proceedings of the Nursing Informatics 2016 - eHealth for All: Every Level Collaboration, 2016
Nurse Informaticians Report Low Satisfaction and Multi-level Concerns with Electronic Health Records: Results from an International Survey.
Proceedings of the AMIA 2016, 2016
Expert Recommendations on Redesigning Drug Allergy Alerts in Electronic Health Record Systems.
Proceedings of the AMIA 2016, 2016
Designing Next Generation of Clinical Decision Support for Nursing from Hospital to Homecare: AMIA Nursing Informatics Group Pre-Symposium Tutorial.
Proceedings of the AMIA 2016, 2016
2015
J. Biomed. Informatics, 2015
Proceedings of the MEDINFO 2015: eHealth-enabled Health, 2015
High Override Rate for Opioid Drug-allergy Interaction Alerts: Current Trends and Recommendations for Future.
Proceedings of the MEDINFO 2015: eHealth-enabled Health, 2015
Rising Drug Allergy Alert Overrides in a Computerized Provider Order Entry System: a Decade of Experience.
Proceedings of the AMIA 2015, 2015
2014
J. Am. Medical Informatics Assoc., 2014
Promoting Meaningful Use of Health Information Technology in Israel: Ministry of Health Vision.
Proceedings of the Nursing Informatics 2014 - East Meets West eSMART+, 2014
Proceedings of the AMIA 2014, 2014
2013
Developing Nursing Computer Interpretable Guidelines: a Feasibility Study of Heart Failure Guidelines in Homecare.
Proceedings of the AMIA 2013, 2013
"We're all in our own little island": A Qualitative Exploration of Patient Information Exchange during Admission to Home Health Agency.
Proceedings of the AMIA 2013, 2013
2012
Association of patient characteristics and telehealth alerts with key medical events experienced by patients with heart failure (HF) in homecare.
Proceedings of the AMIA 2012, 2012
Proceedings of the AMIA 2012, 2012