P. Stephen

590 citations

12 papers · 249 indexed · 3 hit papers · h-index 6

Impact in

Health Informatics top 1%
- Artificial Intelligence in Healthcare and Education
Health Information Management top 5%
- Electronic Health Records Systems
- Artificial Intelligence in Healthcare

Papers in ⓘ

Health Informatics 7
- Artificial Intelligence in Healthcare and Education 7
Health Information Management 3
- Electronic Health Records Systems 2
- Artificial Intelligence in Healthcare 1

Co-authors: Shreya Shah (5 shared papers)Christopher Sharp (6 shared papers)Tait D. Shanafelt (4 shared papers)Patricia García (5 shared papers)Steven Lin (4 shared papers)Michael A. Pfeffer (6 shared papers)Anna Devon-Sand (4 shared papers)Margaret Smith (2 shared papers)
Journals: JAMA Network Open (3 papers)Journal of the American Medical Informatics Association (2 papers)npj Digital Medicine (2 papers)Clinical Biochemistry (1 paper)Journal of Medical Internet Research (1 paper)
Partner nations: United States Tunisia

In The Last Decade

P. Stephen

7 papers receiving 248 citations

Hit Papers

align trajectories log scale

Physician Perspectives on Ambient AI Scribes 2025 · 22 citations

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if any of the following hold:

it has ≥500 total citations;
it reaches ≥1.5× the top-1% citation threshold for papers in the same subfield and year (the threshold is the minimum needed to enter the top 1%, not the average within it);
it reaches the top citation threshold in at least one of its specific research topics.

2025 JAMA Network Open
2024 JAMA Network Open
2024 Journal of the American Medical Informatics Association

Peers

Countries citing papers authored by P. Stephen

Since Specialization

Citations

This map shows the geographic impact of P. Stephen's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by P. Stephen with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites P. Stephen more than expected).

Fields of papers citing papers by P. Stephen

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by P. Stephen. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by P. Stephen. The network helps show where P. Stephen may publish in the future.

Co-authors

The 25 scholars most cited alongside P. Stephen, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with P. Stephen Line = papers co-authored together P. Stephen links everyone, so they are left out of the graph.

All Works

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12 of 12 papers shown

#	Work
1	Artificial Intelligence–Generated Draft Replies to Patient Inbox Messages JAMA Network Open ·Patricia García, P. Stephen, Shreya Shah, Margaret Smith, Yejin Jeong, Anna Devon-Sand, Ming Tai-Seale, Kevin Takazawa, Danyelle Clutter, Kyle Vogt, Carlene Lugtu, Matthew Rojo, Steven Lin, Tait D. Shanafelt, Michael A. Pfeffer, Christopher Sharp Hit paper breakdown →	2024	109
2	Ambient artificial intelligence scribes: physician burnout and perspectives on usability and documentation burden Journal of the American Medical Informatics Association ·Shreya Shah, Anna Devon-Sand, P. Stephen, Yejin Jeong, Trevor Crowell, Margaret Smith, April S. Liang, Clarissa Delahaie, Caroline Hsia, Tait D. Shanafelt, Michael A. Pfeffer, Christopher Sharp, Steven Lin, Patricia García Hit paper breakdown →	2024	55
3	Ambient artificial intelligence scribes: utilization and impact on documentation time Journal of the American Medical Informatics Association ·P. Stephen, April S. Liang, Shreya Shah, Margaret Smith, Yejin Jeong, Anna Devon-Sand, Trevor Crowell, Clarissa Delahaie, Caroline Hsia, Steven Lin, Tait D. Shanafelt, Michael A. Pfeffer, Christopher Sharp, Patricia García	2024	40
4	Physician Perspectives on Ambient AI Scribes JAMA Network Open ·Shreya Shah, Trevor Crowell, Yejin Jeong, Anna Devon-Sand, Margaret Smith, Betsy Yang, P. Stephen, April S. Liang, Clarissa Delahaie, Caroline Hsia, Tait D. Shanafelt, Michael A. Pfeffer, Christopher Sharp, Steven Lin, Patricia García Hit paper breakdown →	2025	22
5	Targeting repetitive laboratory testing with electronic health records-embedded predictive decision support: A pre-implementation study Clinical Biochemistry ·Naveed Rabbani, P. Stephen, Ron Li, Marcy Winget, Susan Weber, Srinivasan Boosi, Tho D. Pham, David Svec, Lisa Shieh, Jonathan H. Chen	2023	11
6	Clinical entity augmented retrieval for clinical information extraction npj Digital Medicine ·Iván López, Akshay Swaminathan, Karthik S. Vedula, Sanjana Narayanan, Fateme Nateghi Haredasht, P. Stephen, April S. Liang, Steven Tate, Manoj Maddali, Robert J. Gallo, Nigam H. Shah, Jonathan H. Chen	2025	10
7	Using Case Mix Index within Diagnosis-Related Groups to Evaluate Variation in Hospitalization Costs at a Large Academic Medical Center. PubMed ·Selina Pi, Jonathan Masterson, P. Stephen, Conor K. Corbin, Arnold Milstein, Jonathan H. Chen	2023	2
8	Fine-Tuning Methods for Large Language Models in Clinical Medicine by Supervised Fine-Tuning and Direct Preference Optimization: Comparative Evaluation Journal of Medical Internet Research ·Thomas Savage, P. Stephen, Abdessalem Boukil, Ekanath Rangan, Vishwesh Patel, Iván López, Jonathan H. Chen	2025	0
9	Optimizing large language models for detecting symptoms of depression/anxiety in chronic diseases patient communications npj Digital Medicine ·Jiyeong Kim, P. Stephen, Michael L. Chen, Isaac R. Galatzer‐Levy, John Torous, Peter van Roessel, Christopher Sharp, Michael A. Pfeffer, Carolyn I. Rodríguez, Eleni Linos, Jonathan H. Chen	2025	0
10	Clinician Perspectives on AI-Generated Drafts of Patient Test Result Explanations JAMA Network Open ·Shreya Shah, Abishek Nair, Kirsten Murtagh, P. Stephen, Kyle Vogt, Danyelle Clutter, Liban Sheikh, H. Schmidt, Margaret Smith, Arun Lakhotia, Laurna Bullock, A. Bhasin, Michael A. Pfeffer, Christopher Sharp, Steven Lin, Patricia García	2025	0
11	The promises and limitations of artificial intelligence for quality improvement, patient safety, and research in hospital medicine Journal of Hospital Medicine ·P. Stephen, Nidhi Rohatgi, Jonathan H. Chen	2024	0
12	Enhancing Antibiotic Stewardship: A Machine Learning Approach to Predicting Antibiotic Resistance in Inpatient Care. PubMed ·Fateme Nateghi Haredasht, Manoj V. Maddali, P. Stephen, Amy Chang, Grace Y E Kim, Niaz Banaei, Stanley C. Deresinski, Mary K. Goldstein, Steven M. Asch, Jonathan H. Chen	2024	0

About P. Stephen

P. Stephen is a scholar working on Health Informatics, Health Information Management, Applied Microbiology and Biotechnology, General Health Professions and Artificial Intelligence, having authored 12 papers that have together received 249 indexed citations. Recurring topics across this work include Artificial Intelligence in Healthcare and Education (7 papers), Machine Learning in Healthcare (4 papers), Telemedicine and Telehealth Implementation (3 papers), Patient-Provider Communication in Healthcare (2 papers), Electronic Health Records Systems (2 papers), Topic Modeling (2 papers), Health Sciences Research and Education (1 paper) and Artificial Intelligence in Healthcare (1 paper). The work is most often cited by research in Health Informatics (140 citations), Health Information Management (59 citations), Family Practice (15 citations), Issues, ethics and legal aspects (5 citations) and Public Health, Environmental and Occupational Health (57 citations). P. Stephen has collaborated with scholars based in United States and Tunisia. Frequent co-authors include Shreya Shah, Christopher Sharp, Tait D. Shanafelt, Patricia García, Steven Lin, Michael A. Pfeffer, Anna Devon-Sand, Margaret Smith, Ming Tai-Seale and Jonathan H. Chen. Their work appears in journals such as JAMA Network Open, Journal of the American Medical Informatics Association, npj Digital Medicine, Clinical Biochemistry and Journal of Medical Internet Research.

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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