Steven Horng

6.3k citations

34 papers · 2.8k indexed · 2 hit papers · h-index 14

Artificial Intelligence top 1%
Epidemiology top 5%
Radiology, Nuclear Medicine and Imaging top 2%
Health Informatics top 0.2%
Molecular Biology

Co-authors: Alistair E. W. Johnson Tom Pollard Roger G. Mark David Sontag Yoni Halpern Nathaniel R. Greenbaum Seth J. Berkowitz Chih-Ying Deng
Topics: Electronic Health Records Systems (8 papers)Machine Learning in Healthcare (7 papers)Emergency and Acute Care Studies (5 papers)
Cited by: Health Informatics Health Information Management Artificial Intelligence
Journals: Journal of the American College of Cardiology PLoS ONE Scientific Reports
Partner nations: United States Israel Portugal

In The Last Decade

Steven Horng

33 papers receiving 2.7k citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

MIMIC-IV, a freely accessible electronic health record dataset

2023 1.1k citations Alistair E. W. Johnson, Lucas Bulgarelli et al. Scientific Data profile →
MIMIC-CXR, a de-identified publicly available database of chest radiographs with free-text reports

2019 773 citations Alistair E. W. Johnson, Tom Pollard et al. Scientific Data profile →

Peers

Countries citing papers authored by Steven Horng

Since Specialization

Citations

This map shows the geographic impact of Steven Horng'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 Steven Horng with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Steven Horng more than expected).

Fields of papers citing papers by Steven Horng

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Steven Horng. 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 Steven Horng. The network helps show where Steven Horng may publish in the future.

Co-authorship network of co-authors of Steven Horng

This figure shows the co-authorship network connecting the top 25 collaborators of Steven Horng. A scholar is included among the top collaborators of Steven Horng based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Steven Horng. Steven Horng is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

Sort: Min cites: Since: Top N: Style:

20 of 20 papers shown

#	Work	Indexed citations
1	Machine learning to predict notes for chart review in the oncology setting: a proof of concept strategy for improving clinician note-writing 2024 ·Journal of the American Medical Informatics Association ·Sharon Jiang,Barbara D. Lam,Monica Agrawal,(unknown),(unknown),Steven Horng,David R. Karger,David Sontag	1
2	Characterizing the Progression of Pulmonary Edema Severity: Can Pairwise Comparisons in Radiology Reports Help? 2023 ·Computing in cardiology ·(unknown),Steven Horng,Seth J. Berkowitz,(unknown),Rahul G. Krishnan,Li-wei H. Lehman,Roger G. Mark	1
3	Using Multiple Instance Learning to Build Multimodal Representations 2023 ·Lecture notes in computer science ·Peiqi Wang,William M. Wells,Seth A. Berkowitz,Steven Horng,Polina Golland	2
4	MIMIC-IV, a freely accessible electronic health record datasetbreakdown → 2023 ·Scientific Data ·Alistair E. W. Johnson,Lucas Bulgarelli,(unknown),(unknown),Ayad Shammout,Steven Horng,Tom Pollard,Sicheng Hao,Benjamin Moody,Brian Gow,Li-wei H. Lehman,Leo Anthony Celi,Roger G. Mark	1072
5	Multimodal Representation Learning via Maximization of Local Mutual Information 2021 ·arXiv (Cornell University) ·(unknown),Daniel Moyer,Miriam Cha,(unknown),Seth J. Berkowitz,Steven Horng,Polina Golland,William M. Wells	14
6	Fast, Structured Clinical Documentation via Contextual Autocomplete. 2020 ·Divya Gopinath,Monica Agrawal,(unknown),Steven Horng,David R. Karger,David Sontag	2
7	Predicting Intensive Care Unit admission among patients presenting to the emergency department using machine learning and natural language processing 2020 ·PLoS ONE ·Marta Fernandes,(unknown),Susana M. Vieira,Francisca Leite,Carlos Palos,Alistair E. W. Johnson,Stan N. Finkelstein,Steven Horng,Leo Anthony Celi	53
8	Development and validation of a pancreatic cancer risk model for the general population using electronic health records: An observational study 2020 ·European Journal of Cancer ·Limor Appelbaum,José Cambronero,Jennifer P. Stevens,Steven Horng,(unknown),George Silva,Sebastien Haneuse,Gail Piatkowski,(unknown),(unknown),Mary Ann Stevenson,Harvey J. Mamon,Irving Kaplan,Martin Rinard	35
9	Risk of mortality and cardiopulmonary arrest in critical patients presenting to the emergency department using machine learning and natural language processing 2020 ·PLoS ONE ·Marta Fernandes,(unknown),Susana M. Vieira,Francisca Leite,Carlos Palos,Alistair E. W. Johnson,Stan N. Finkelstein,Steven Horng,Leo Anthony Celi	34
10	Healthcare’s earthquake: Lessons from complex adaptive systems to develop Covid-19-responsive measures and models 2020 ·Europe PMC (PubMed Central) ·(unknown),Ashley L. O’Donoghue,Steven Horng,Medha Tandon,(unknown)	1
11	Improving documentation of presenting problems in the emergency department using a domain-specific ontology and machine learning-driven user interfaces 2019 ·International Journal of Medical Informatics ·Nathaniel R. Greenbaum,Yacine Jernite,Yoni Halpern,(unknown),Larry Nathanson,David Sontag,Steven Horng	25
12	MIMIC-CXR, a de-identified publicly available database of chest radiographs with free-text reportsbreakdown → 2019 ·Scientific Data ·Alistair E. W. Johnson,Tom Pollard,Seth J. Berkowitz,Nathaniel R. Greenbaum,Matthew P. Lungren,Chih-Ying Deng,Roger G. Mark,Steven Horng	773
13	Mobile device ownership among emergency department patients 2019 ·International Journal of Medical Informatics ·Eugene S. Kim,John Torous,Steven Horng,Anne V. Grossestreuer,Jorge A. Rodriguez,(unknown),Larry Nathanson	9
14	Learning a Health Knowledge Graph from Electronic Medical Records 2017 ·Scientific Reports ·(unknown),Yoni Halpern,Abdulhakim Tlimat,Steven Horng,David Sontag	235
15	Creating an automated trigger for sepsis clinical decision support at emergency department triage using machine learning 2017 ·PLoS ONE ·Steven Horng,David Sontag,Yoni Halpern,Yacine Jernite,Nathan I. Shapiro,Larry Nathanson	202
16	The Integration of Electronic Medical Student Evaluations Into an Emergency Department Tracking System is Associated With Increased Quality and Quantity of Evaluations 2016 ·Journal of Emergency Medicine ·David Chiu,Joshua J. Solano,Edward Ullman,Jennifer V. Pope,Carrie Tibbles,Steven Horng,Larry Nathanson,Jonathan Fisher,Carlo L. Rosen	4
17	A rules based algorithm to generate problem lists using emergency department medication reconciliation 2016 ·International Journal of Medical Informatics ·Joshua W. Joseph,David Chiu,Larry Nathanson,Steven Horng	3
18	Evaluating how electronic charting affects resident productivity 2013 ·Internal and Emergency Medicine ·Daniel J. Henning,Steven Horng,León D. Sánchez	3
19	Prospective pilot study of a tablet computer in an Emergency Department 2012 ·International Journal of Medical Informatics ·Steven Horng,Foster Goss,(unknown),Larry Nathanson	34
20	Prospective Evaluation of Daily Performance Metrics to Reduce Emergency Department Length of Stay for Surgical Consults 2012 ·Journal of Emergency Medicine ·Steven Horng,(unknown),Carrie Tibbles,Richard E. Wolfe,James M. Hurst,Larry Nathanson	12

About Steven Horng

Steven Horng is a scholar working on Issues, ethics and legal aspects, Health Information Management and Emergency Medicine, having authored 34 papers that have together received 2.8k indexed citations. Recurring topics across this work include Electronic Health Records Systems (8 papers), Machine Learning in Healthcare (7 papers) and Emergency and Acute Care Studies (5 papers). The work is most often cited by research in Health Informatics (336 citations), Health Information Management (298 citations) and Artificial Intelligence (1.2k citations). Steven Horng has collaborated with scholars based in United States, Israel and Portugal. Frequent co-authors include Alistair E. W. Johnson, Tom Pollard, Roger G. Mark, David Sontag, Yoni Halpern, Nathaniel R. Greenbaum, Seth J. Berkowitz, Chih-Ying Deng, Matthew P. Lungren and Leo Anthony Celi. Their work appears in journals such as Journal of the American College of Cardiology, PLoS ONE and Scientific Reports.

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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