Works by Topaz, Maxim

Results: 79

Harnessing the power of artificial intelligence in nursing: New data streams to transform care.

Published in:

Obzornik Zdravstvene Nege, 2025, v. 59, n. 1, p. 4, doi. 10.14528/snr.2025.59.1.3323

By:

Topaz, Maxim

Publication type:

Article

Clinicians' Reports in Electronic Health Records Versus Patients' Concerns in Social Media: A Pilot Study of Adverse Drug Reactions of Aspirin and Atorvastatin.

Published in:

2016

By:

Topaz, Maxim;
Lai, Kenneth;
Dhopeshwarkar, Neil;
Seger, Diane;
Sa'adon, Roee;
Goss, Foster;
Rozenblum, Ronen;
Zhou, Li;
Seger, Diane L

Publication type:

journal article

Cancers missed, women dismissed yet persist: natural language processing of online forums.

Published in:

Breast Cancer Research, 2025, v. 27, n. 1, p. 1, doi. 10.1186/s13058-025-01985-z

By:

Ulanday, Kathleene T.;
Topaz, Maxim;
Shekelle, Jeanette;
Gibbons, Marley;
Walker, Desiree;
Castaño, Paula M.;
Nixon, Amanda;
Lewis, Stacy;
Terry, Mary Beth;
Houghton, Lauren C.

Publication type:

Article

Speech recognition can help evaluate shared decision making and predict medication adherence in primary care setting.

Published in:

PLoS ONE, 2022, v. 17, n. 8, p. 1, doi. 10.1371/journal.pone.0271884

By:

Topaz, Maxim;
Zolnoori, Maryam;
Norful, Allison A.;
Perrier, Alexis;
Kostic, Zoran;
George, Maureen

Publication type:

Article

Using natural language processing to identify acute care patients who lack advance directives, decisional capacity, and surrogate decision makers.

Published in:

PLoS ONE, 2022, v. 17, n. 7, p. 1, doi. 10.1371/journal.pone.0270220

By:

Song, Jiyoun;
Topaz, Maxim;
Landau, Aviv Y.;
Klitzman, Robert;
Shang, Jingjing;
Stone, Patricia;
McDonald, Margaret;
Cohen, Bevin

Publication type:

Article

Studying Associations Between Heart Failure Self-Management and Rehospitalizations Using Natural Language Processing.

Published in:

Western Journal of Nursing Research, 2017, v. 39, n. 1, p. 147, doi. 10.1177/0193945916668493

By:

Topaz, Maxim;
Radhakrishnan, Kavita;
Blackley, Suzanne;
Lei, Victor;
Lai, Kenneth;
Zhou, Li

Publication type:

Article

A Brief Review on Benchmarking for Large Language Models Evaluation in Healthcare.

Published in:

WIREs: Data Mining & Knowledge Discovery, 2025, v. 15, n. 2, p. 1, doi. 10.1002/widm.70010

By:

Budler, Leona Cilar;
Chen, Hongyu;
Chen, Aokun;
Topaz, Maxim;
Tam, Wilson;
Bian, Jiang;
Stiglic, Gregor

Publication type:

Article

Home Health Care Clinicians' Use of Judgment Language for Black and Hispanic Patients: Natural Language Processing Study.

Published in:

JMIR Nursing, 2023, v. 6, n. 1, p. 1, doi. 10.2196/42552

By:

Topaz, Maxim;
Song, Jiyoun;
Davoudi, Anahita;
McDonald, Margaret;
Taylor, Jacquelyn;
Sittig, Scott;
Bowles, Kathryn

Publication type:

Article

Exploring Reasons for Delayed Start-of-Care Nursing Visits in Home Health Care: Algorithm Development and Data Science Study.

Published in:

JMIR Nursing, 2021, v. 4, n. 4, p. 1, doi. 10.2196/31038

By:

Zolnoori, Maryam;
Jiyoun Song;
McDonald, Margaret V.;
Barrón, Yolanda;
Cato, Kenrick;
Sockolow, Paulina;
Sridharan, Sridevi;
Onorato, Nicole;
Bowles, Kathryn H.;
Topaz, Maxim

Publication type:

Article

Racial Differences in Older Adult's Mental Health and Cognitive Symptomatology: Identifying Subgroups Using Multiple-Group Latent Class Analysis.

Published in:

Journal of Aging & Health, 2024, v. 36, n. 10, p. 654, doi. 10.1177/08982643231212547

By:

Min, Se Hee;
Topaz, Maxim;
Lee, Chiyoung;
Schnall, Rebecca

Publication type:

Article

An Examination of the Non-linear Relationship Between Cognition and Total Hemoglobin Among the Cognitively Normal Older Adults by Gender.

Published in:

Journal of Aging & Health, 2024, v. 36, n. 1/2, p. 85, doi. 10.1177/08982643231172230

By:

Min, Se Hee;
Schnall, Rebecca;
Lee, Chiyoung;
Topaz, Maxim

Publication type:

Article

Nurses' Attitudes Toward Older Patients in Acute Care in Israel.

Published in:

Online Journal of Issues in Nursing, 2013, v. 18, n. 2, p. 1, doi. 10.3912/OJIN.Vol18No02PPT01

By:

Topaz, Maxim;
Doron, Israel (Issi)

Publication type:

Article

Malpractice Cases Involving Allergy Information in Electronic Health Records: Implications for Safer Systems.

Published in:

Perspectives in Health Information Management, 2018, p. 1

By:

Topaz, Maxim;
Schaffer, Adam;
Lai, Kenneth;
Korach, Zfania Tom;
Einbinder, Jonathan;
Li Zhou

Publication type:

Article

Mapping Systematized Nomenclature of Medicine--Clinical Terms (SNOMED CT) to International Classification of Diseases, Tenth Revision, Clinical Modification (ICD-10-CM): Lessons Learned from Applying the National Library of Medicine's Mappings.

Published in:

Perspectives in Health Information Management, 2016, p. 1

By:

Nandigam, Hari;
Topaz, Maxim

Publication type:

Article

ICD-9 to ICD-10: Evolution, Revolution, and Current Debates in the United States.

Published in:

Perspectives in Health Information Management, 2013, p. 1

By:

Topaz, Maxim;
Shafran-Topaz, Leah;
Bowles, Kathryn H.

Publication type:

Article

Beyond electronic health record data: leveraging natural language processing and machine learning to uncover cognitive insights from patient-nurse verbal communications.

Published in:

Journal of the American Medical Informatics Association, 2025, v. 32, n. 2, p. 328, doi. 10.1093/jamia/ocae300

By:

Zolnoori, Maryam;
Zolnour, Ali;
Vergez, Sasha;
Sridharan, Sridevi;
Spens, Ian;
Topaz, Maxim;
Noble, James M;
Bakken, Suzanne;
Hirschberg, Julia;
Bowles, Kathryn;
Onorato, Nicole;
McDonald, Margaret V

Publication type:

Article

Identifying stigmatizing and positive/preferred language in obstetric clinical notes using natural language processing.

Published in:

Journal of the American Medical Informatics Association, 2025, v. 32, n. 2, p. 308, doi. 10.1093/jamia/ocae290

By:

Scroggins, Jihye Kim;
Hulchafo, Ismael I;
Harkins, Sarah;
Scharp, Danielle;
Moen, Hans;
Davoudi, Anahita;
Cato, Kenrick;
Tadiello, Michele;
Topaz, Maxim;
Barcelona, Veronica

Publication type:

Article

Machine learning-based infection diagnostic and prognostic models in post-acute care settings: a systematic review.

Published in:

2025

By:

Xu, Zidu;
Scharp, Danielle;
Hobensack, Mollie;
Ye, Jiancheng;
Zou, Jungang;
Ding, Sirui;
Shang, Jingjing;
Topaz, Maxim

Publication type:

Literature Review

Exploring home healthcare clinicians' needs for using clinical decision support systems for early risk warning.

Published in:

Journal of the American Medical Informatics Association, 2024, v. 31, n. 11, p. 2641, doi. 10.1093/jamia/ocae247

By:

Xu, Zidu;
Evans, Lauren;
Song, Jiyoun;
Chae, Sena;
Davoudi, Anahita;
Bowles, Kathryn H;
McDonald, Margaret V;
Topaz, Maxim

Publication type:

Article

Utilizing patient-nurse verbal communication in building risk identification models: the missing critical data stream in home healthcare.

Published in:

Journal of the American Medical Informatics Association, 2024, v. 31, n. 2, p. 435, doi. 10.1093/jamia/ocad195

By:

Zolnoori, Maryam;
Sridharan, Sridevi;
Zolnour, Ali;
Vergez, Sasha;
McDonald, Margaret V;
Kostic, Zoran;
Bowles, Kathryn H;
Topaz, Maxim

Publication type:

Article

Uncovering hidden trends: identifying time trajectories in risk factors documented in clinical notes and predicting hospitalizations and emergency department visits during home health care.

Published in:

Journal of the American Medical Informatics Association, 2023, v. 30, n. 11, p. 1801, doi. 10.1093/jamia/ocad101

By:

Song, Jiyoun;
Min, Se Hee;
Chae, Sena;
Bowles, Kathryn H;
McDonald, Margaret V;
Hobensack, Mollie;
Barrón, Yolanda;
Sridharan, Sridevi;
Davoudi, Anahita;
Oh, Sungho;
Evans, Lauren;
Topaz, Maxim

Publication type:

Article

Is the patient speaking or the nurse? Automatic speaker type identification in patient–nurse audio recordings.

Published in:

Journal of the American Medical Informatics Association, 2023, v. 30, n. 10, p. 1673, doi. 10.1093/jamia/ocad139

By:

Zolnoori, Maryam;
Vergez, Sasha;
Sridharan, Sridevi;
Zolnour, Ali;
Bowles, Kathryn;
Kostic, Zoran;
Topaz, Maxim

Publication type:

Article

Predicting emergency department visits and hospitalizations for patients with heart failure in home healthcare using a time series risk model.

Published in:

Journal of the American Medical Informatics Association, 2023, v. 30, n. 10, p. 1622, doi. 10.1093/jamia/ocad129

By:

Chae, Sena;
Davoudi, Anahita;
Song, Jiyoun;
Evans, Lauren;
Hobensack, Mollie;
Bowles, Kathryn H;
McDonald, Margaret V;
Barrón, Yolanda;
Rossetti, Sarah Collins;
Cato, Kenrick;
Sridharan, Sridevi;
Topaz, Maxim

Publication type:

Article

Documentation of hospitalization risk factors in electronic health records (EHRs): a qualitative study with home healthcare clinicians.

Published in:

2022

By:

Hobensack, Mollie;
Ojo, Marietta;
Barrón, Yolanda;
Bowles, Kathryn H;
Cato, Kenrick;
Chae, Sena;
Kennedy, Erin;
McDonald, Margaret V;
Rossetti, Sarah Collins;
Song, Jiyoun;
Sridharan, Sridevi;
Topaz, Maxim

Publication type:

journal article

Developing machine learning-based models to help identify child abuse and neglect: key ethical challenges and recommended solutions.

Published in:

2022

By:

Landau, Aviv Y;
Ferrarello, Susi;
Blanchard, Ashley;
Cato, Kenrick;
Atkins, Nia;
Salazar, Stephanie;
Patton, Desmond U;
Topaz, Maxim

Publication type:

journal article

Considerations for development of child abuse and neglect phenotype with implications for reduction of racial bias: a qualitative study.

Published in:

2022

By:

Landau, Aviv Y;
Blanchard, Ashley;
Cato, Kenrick;
Atkins, Nia;
Salazar, Stephanie;
Patton, Desmond U;
Topaz, Maxim

Publication type:

journal article

Improving Patient Prioritization During Hospital-Homecare Transition: Protocol for a Mixed Methods Study of a Clinical Decision Support Tool Implementation.

Published in:

Journal of Medical Internet Research, 2021, v. 23, n. 1, p. N.PAG, doi. 10.2196/20184

By:

Zolnoori, Maryam;
McDonald, Margaret V;
Barrón, Yolanda;
Cato, Kenrick;
Sockolow, Paulina;
Sridharan, Sridevi;
Onorato, Nicole;
Bowles, Kathryn;
Topaz, Maxim

Publication type:

Article

The Paradox of Choice in Palliative Care Decision-Making in Managed Long-Term Care: A Qualitative Study.

Published in:

Home Health Care Management & Practice, 2025, v. 37, n. 1, p. 45, doi. 10.1177/10848223241247197

By:

Song, Jiyoun;
Ramlogan, Lynette;
Vergez, Sasha;
Davoudi, Anahita;
Sridharan, Sridevi;
Cho, Hannah;
Stanley, June;
McDonald, Margaret V.;
Bowles, Kathryn H.;
Shang, Jingjing;
Stone, Patricia W.;
Topaz, Maxim

Publication type:

Article

Patient-centered care via health information technology: a qualitative study with experts from Israel and the U.S.

Published in:

2020

By:

Topaz, Maxim;
Bar-Bachar, Ofrit;
Admi, Hanna;
Denekamp, Yaron;
Zimlichman, Eyal

Publication type:

journal article

A qualitative analysis of stigmatizing language in birth admission clinical notes.

Published in:

Nursing Inquiry, 2023, v. 30, n. 3, p. 1, doi. 10.1111/nin.12557

By:

Barcelona, Veronica;
Scharp, Danielle;
Idnay, Betina R.;
Moen, Hans;
Goffman, Dena;
Cato, Kenrick;
Topaz, Maxim

Publication type:

Article

Artificial intelligence in health care: Implications for nurse managers.

Published in:

2022

By:

Peltonen, Laura‐Maria;
Topaz, Maxim

Publication type:

Editorial

Identifying stigmatizing language in clinical documentation: A scoping review of emerging literature.

Published in:

PLoS ONE, 2024, v. 19, n. 6, p. 1, doi. 10.1371/journal.pone.0303653

By:

Barcelona, Veronica;
Scharp, Danielle;
Idnay, Betina R.;
Moen, Hans;
Cato, Kenrick;
Topaz, Maxim

Publication type:

Article

Artificial Intelligence in Nursing: Catalyzing Change Across Clinical, Educational, and Administrative Domains.

Published in:

2025

By:

Barbosa, Sayonara de Fatima F.;
Topaz, Maxim;
Pruinelli, Lisiane

Publication type:

Editorial

Applying natural language processing to understand symptoms among older adult home healthcare patients with urinary incontinence.

Published in:

Journal of Nursing Scholarship, 2025, v. 57, n. 1, p. 152, doi. 10.1111/jnu.13038

By:

Scharp, Danielle;
Song, Jiyoun;
Hobensack, Mollie;
Palmer, Mary Happel;
Barcelona, Veronica;
Topaz, Maxim

Publication type:

Article

Developing a clinical decision support framework for integrating predictive models into routine nursing practices in home health care for patients with heart failure.

Published in:

Journal of Nursing Scholarship, 2025, v. 57, n. 1, p. 165, doi. 10.1111/jnu.13030

By:

Chae, Sena;
Davoudi, Anahita;
Song, Jiyoun;
Evans, Lauren;
Bowles, Kathryn H.;
Mcdonald, Margaret V.;
Barrón, Yolanda;
Min, Se Hee;
Oh, Sungho;
Scharp, Danielle;
Xu, Zidu;
Topaz, Maxim

Publication type:

Article

Does synthetic data augmentation improve the performances of machine learning classifiers for identifying health problems in patient–nurse verbal communications in home healthcare settings?

Published in:

Journal of Nursing Scholarship, 2025, v. 57, n. 1, p. 47, doi. 10.1111/jnu.13004

By:

Scroggins, Jihye Kim;
Topaz, Maxim;
Song, Jiyoun;
Zolnoori, Maryam

Publication type:

Article

Documentation of social determinants of health across individuals from different racial and ethnic groups in home healthcare.

Published in:

Journal of Nursing Scholarship, 2025, v. 57, n. 1, p. 39, doi. 10.1111/jnu.12980

By:

Hobensack, Mollie;
Scharp, Danielle;
Song, Jiyoun;
Topaz, Maxim

Publication type:

Article

Peer reviewing: the benefits and value.

Published in:

2014

By:

Sefcik, Justine S.;
Topaz, Maxim

Publication type:

Journal Article

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.

Published in:

JMIR Formative Research, 2023, v. 7, n. 1, p. 1, doi. 10.2196/40194

By:

Landau, Aviv Y;
Blanchard, Ashley;
Atkins, Nia;
Salazar, Stephanie;
Cato, Kenrick;
Patton, Desmond U;
Topaz, Maxim

Publication type:

Article

Free-Text Documentation of Dementia Symptoms in Home Healthcare: A Natural Language Processing Study.

Published in:

Gerontology & Geriatric Medicine, 2020, v. 6, p. 1, doi. 10.1177/2333721420959861

By:

Topaz, Maxim;
Adams, Victoria;
Wilson, Paula;
Woo, Kyungmi;
Ryvicker, Miriam

Publication type:

Article

Free-Text Documentation of Dementia Symptoms in Home Healthcare: A Natural Language Processing Study.

Published in:

Gerontology & Geriatric Medicine, 2020, p. 1, doi. 10.1177/2333721420959861

By:

Topaz, Maxim;
Adams, Victoria;
Wilson, Paula;
Woo, Kyungmi;
Ryvicker, Miriam

Publication type:

Article

Examining racial differences in the network structure and properties of specific cognitive domains among older adults.

Published in:

GeroScience, 2024, v. 46, n. 1, p. 1395, doi. 10.1007/s11357-023-00912-4

By:

Min, Se Hee;
Schnall, Rebecca;
Lee, Chiyoung;
Topaz, Maxim

Publication type:

Article

Understanding changes in mental health symptoms from young-old to old-old adults by sex using multiple-group latent transition analysis.

Published in:

GeroScience, 2023, v. 45, n. 3, p. 1791, doi. 10.1007/s11357-023-00729-1

By:

Min, Se Hee;
Topaz, Maxim;
Lee, Chiyoung;
Schnall, Rebecca

Publication type:

Article

Understanding Daily Care Experience Preferences Across the Lifespan of Older Adults: Application of Natural Language Processing.

Published in:

Western Journal of Nursing Research, 2025, v. 47, n. 2, p. 71, doi. 10.1177/01939459241306946

By:

Min, Se Hee;
Woo, Kyungmi;
Song, Jiyoun;
Alexander, Gregory L.;
O'Malley, Terrence;
Moen, Maria D.;
Topaz, Maxim

Publication type:

Article

Using Natural Language Processing to Identify Stigmatizing Language in Labor and Birth Clinical Notes.

Published in:

Maternal & Child Health Journal, 2024, v. 28, n. 3, p. 578, doi. 10.1007/s10995-023-03857-4

By:

Barcelona, Veronica;
Scharp, Danielle;
Moen, Hans;
Davoudi, Anahita;
Idnay, Betina R.;
Cato, Kenrick;
Topaz, Maxim

Publication type:

Article

Correction to: Predicting Risk for Early Breastfeeding Cessation in Israel.

Published in:

2022

By:

Gabay, Zarina Paltiel;
Gondwe, Kaboni Whitney;
Topaz, Maxim

Publication type:

Correction Notice

Predicting Risk for Early Breastfeeding Cessation in Israel.

Published in:

Maternal & Child Health Journal, 2022, v. 26, n. 6, p. 1261, doi. 10.1007/s10995-021-03292-3

By:

Gabay, Zarina Paltiel;
Gondwe, Kaboni Whitney;
Topaz, Maxim

Publication type:

Article

Stigmatizing and Positive Language in Birth Clinical Notes Associated With Race and Ethnicity.

Published in:

JAMA Network Open, 2025, v. 8, n. 5, p. e259599, doi. 10.1001/jamanetworkopen.2025.9599

By:

Hulchafo, Ismael Ibrahim;
Scroggins, Jihye Kim;
Harkins, Sarah E.;
Moen, Hans;
Tadiello, Michele;
Cato, Kenrick;
Davoudi, Anahita;
Goffman, Dena;
Aubey, Janice James;
Green, Coretta;
Topaz, Maxim;
Barcelona, Veronica

Publication type:

Article

Medical Malpractice Trends: Errors in Automated Speech Recognition.

Published in:

Journal of Medical Systems, 2018, v. 42, n. 8, p. 1, doi. 10.1007/s10916-018-1011-9

By:

Topaz, Maxim;
Schaffer, Adam;
Lai, Kenneth H.;
Korach, Zfania Tom;
Einbinder, Jonathan;
Zhou, Li

Publication type:

Article

Decoding disparities: evaluating automatic speech recognition system performance in transcribing Black and White patient verbal communication with nurses in home healthcare.

Published in:

JAMIA Open, 2024, v. 7, n. 4, p. 1, doi. 10.1093/jamiaopen/ooae130

By:

Zolnoori, Maryam;
Vergez, Sasha;
Xu, Zidu;
Esmaeili, Elyas;
Zolnour, Ali;
Briggs, Krystal Anne;
Scroggins, Jihye Kim;
Ebrahimabad, Seyed Farid Hosseini;
Noble, James M;
Topaz, Maxim;
Bakken, Suzanne;
Bowles, Kathryn H;
Spens, Ian;
Onorato, Nicole;
Sridharan, Sridevi;
McDonald, Margaret V

Publication type:

Article