Maxim Topaz

Columbia University Irving Medical Center

Also affiliated with Columbia University

Health ProfessionsNursingComputer ScienceMedicine

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 100%percentile

0Author DataRank

Indexed papers

0in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Papers

Driven by 17 papers. Top paper: “Artificial intelligence in nursing: Priorities and opportunities from an international invitational think‐tank of the Nursing and Artificial Intelligence Leadership Collaborative”.

Artificial intelligence in nursing: Priorities and opportunities from an international invitational think‐tank of the Nursing and Artificial Intelligence Leadership Collaborative

Journal of Advanced Nursing(2021)10.1111/jan.14855

N/A

0DataRank · unranked

386 citations

Laura‐Maria Peltonen, Lisiane Pruinelli, Charlene H. Chu, Suzanne Bakken, Ana Beduschi +14 more

Factors Associated with Timing of the Start-of-Care Nursing Visits in Home Health Care

Journal of the American Medical Directors Association(2021)10.1016/j.jamda.2021.03.005

N/A

0DataRank · unranked

16 citations

Maryam Zolnoori, Margaret V. McDonald, Yolanda Barrón, Kenrick Cato, Paulina Sockolow +5 more

Home Healthcare Clinicians’ Perspectives on Electronic Health Records: A Qualitative Study

Studies in health technology and informatics(2021)10.3233/shti210763

N/A

0DataRank · unranked

11 citations

Marietta Ojo, Kathryn H. Bowles, Margaret V. McDonald, Jiyoun Song, Maxim Topaz +1 more

Factors associated with poor self-management documented in home health care narrative notes for patients with heart failure

Heart & Lung(2022)10.1016/j.hrtlng.2022.05.004

N/A

0DataRank · unranked

15 citations

Jiyoun Song, Marietta Ojo, Kathryn H. Bowles, Margaret V. McDonald, Yolanda Barrón +6 more

Risk 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

Journal of the American Medical Directors Association(2022)10.1016/j.jamda.2022.07.001

N/A

0DataRank · unranked

16 citations

Yolanda Barrón, Jiyoun Song, Nicole Onorato, Paulina Sockolow, Maryam Zolnoori +5 more

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

PLoS ONE(2022)10.1371/journal.pone.0271884

N/A

0DataRank · unranked

6 citations

Maryam Zolnoori, Allison A. Norful, Alexis Perrier, Zoran Kostić, Maureen George +1 more

A risk identification model for detection of patients at risk of antidepressant discontinuation

Frontiers in Artificial Intelligence(2023)10.3389/frai.2023.1229609

N/A

0DataRank · unranked

4 citations

Christina Eldredge, Anthony Faiola, Yadollah Yaghoobzadeh, Masoud Khani, Doreen Foy +14 more

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

JAMIA Open(2024)10.1093/jamiaopen/ooae130

N/A

0DataRank · unranked

28 citations

Sasha Vergez, Zidu Xu, Elyas Esmaeili, Ali Zolnour, Krystal Anne Briggs +11 more

Using Natural Language Processing to Identify Home Health Care Patients at Risk for Diagnosis of Alzheimer’s Disease and Related Dementias

Journal of Applied Gerontology(2024)10.1177/07334648241242321

N/A

0DataRank · unranked

11 citations

Yolanda Barrón, Jiyoun Song, Maryam Zolnoori, Shivani Shah, Julia Burgdorf +3 more

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

Home Health Care Management & Practice(2024)10.1177/10848223241247197

N/A

0DataRank · unranked

4 citations

Lynette Ramlogan, Sasha Vergez, Anahita Davoudi, Sridevi Sridharan, Hannah Cho +7 more

Natural Language Processing to Identify Home Health Care Patients at Risk for Becoming Incapacitated With No Evident Advance Directives or Surrogates

Journal of the American Medical Directors Association(2024)10.1016/j.jamda.2024.105019

N/A

0DataRank · unranked

3 citations

Maxim Topaz, Aviv Y. Landau, Robert Klitzman, Jingjing Shang, Patricia W. Stone +3 more

Associations Among Lifetime Discrimination Typologies and Psychological Health in Black and Hispanic Women After Birth

Journal of Obstetric, Gynecologic & Neonatal Nursing(2024)10.1016/j.jogn.2024.07.004

N/A

0DataRank · unranked

2 citations

Maxim Topaz, Se Hee Min, Veronica Barcelona, Jihye Kim Scroggins

Rapid review: Growing usage of Multimodal Large Language Models in healthcare

Journal of Biomedical Informatics(2025)10.1016/j.jbi.2025.104875

N/A

0DataRank · unranked

12 citations

Zhihong Zhang, Meijia Song, Martin Michalowski, Xiaowen Hu, Gregor Štiglic +2 more

Enhancing AI for citation screening in literature reviews: Improving accuracy with ensemble models

International Journal of Medical Informatics(2025)10.1016/j.ijmedinf.2025.106035

N/A

0DataRank · unranked

7 citations

Mohamad Javad Momeni Nezhad, Pallavi Gupta, Ali Zolnour, Hossein Azadmaleki, Maxim Topaz +2 more

Advancing healthcare with large language models: A scoping review of applications and future directions

International Journal of Medical Informatics(2025)10.1016/j.ijmedinf.2025.106231

N/A

0DataRank · unranked

5 citations

Mohamad Javad Momeni Nezhad, Seyed Mohammad Bagher Hosseini, Ali Zolnour, Zahra Zonour, Seyedeh Mahdis Hosseini +3 more

From Conversation to Standardized Terminology: An LLM ‐ RAG Approach for Automated Health Problem Identification in Home Healthcare

Journal of Nursing Scholarship(2025)10.1111/jnu.70039

N/A

0DataRank · unranked

2 citations

Pallavi Gupta, Jiyoun Song, Maryam Zolnoori, Maxim Topaz, Zhihong Zhang

Characterizing symptom clusters for older adults with urinary incontinence in home healthcare

Geriatric Nursing(2025)10.1016/j.gerinurse.2025.103646

N/A

0DataRank · unranked

0 citations

Jiyoun Song, Zidu Xu, Mary H. Palmer, Veronica Barcelona, Maxim Topaz +1 more