Peter Szolovits

24.4k total citations · 6 hit papers
177 papers, 13.5k citations indexed

About

Peter Szolovits is a scholar working on Artificial Intelligence, Molecular Biology and Epidemiology. According to data from OpenAlex, Peter Szolovits has authored 177 papers receiving a total of 13.5k indexed citations (citations by other indexed papers that have themselves been cited), including 86 papers in Artificial Intelligence, 45 papers in Molecular Biology and 32 papers in Epidemiology. Recurrent topics in Peter Szolovits's work include Biomedical Text Mining and Ontologies (42 papers), Machine Learning in Healthcare (35 papers) and Topic Modeling (30 papers). Peter Szolovits is often cited by papers focused on Biomedical Text Mining and Ontologies (42 papers), Machine Learning in Healthcare (35 papers) and Topic Modeling (30 papers). Peter Szolovits collaborates with scholars based in United States, Netherlands and Canada. Peter Szolovits's co-authors include Leo Anthony Celi, Roger G. Mark, Mengling Feng, Alistair E. W. Johnson, Mohammad M. Ghassemi, Tom Pollard, Benjamin Moody, Yuan Luo, Isaac S. Kohane and Di Jin and has published in prestigious journals such as New England Journal of Medicine, Nature Medicine and Annals of Internal Medicine.

In The Last Decade

Peter Szolovits

170 papers receiving 12.9k citations

Hit Papers

MIMIC-III, a freely accessible critical care dat... 2008 2026 2014 2020 2016 2020 2016 2008 2023 1000 2.0k 3.0k 4.0k

Peers

Peter Szolovits
Comparison fields: 5 of 198
  • Artificial Intelligence 7.0k
  • Molecular Biology 2.6k
  • Epidemiology 2.2k
  • Health Information Management 2.1k
  • Health Informatics 1.2k
Replace Lucila Ohno‐Machado with:
Lucila Ohno‐Machado United States
Nigam H. Shah United States
George Hripcsak United States
Joshua C. Denny United States
Christopher G. Chute United States
Leo Anthony Celi United States
Yuan Luo United States
Susan M. Swetter United States
Kenneth D. Mandl United States
Fei Wang United States
Lucila Ohno‐Machado United States View profile →
Citations per field, relative to Peter Szolovits
Peter Szolovits · 1×
Citations per year, relative to Peter Szolovits
Peter Szolovits · 1×

Countries citing papers authored by Peter Szolovits

Since Specialization
Citations

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

Fields of papers citing papers by Peter Szolovits

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Peter Szolovits

This figure shows the co-authorship network connecting the top 25 collaborators of Peter Szolovits. A scholar is included among the top collaborators of Peter Szolovits 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 Peter Szolovits. Peter Szolovits is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
# Work Indexed citations
1 12
2 0
3 14
4
Expert-Supervised Reinforcement Learning for Offline Policy Learning and Evaluation
1
5
Is BERT Really Robust? Natural Language Attack on Text Classification and Entailment
83
6 61
7
Continuous State-Space Models for Optimal Sepsis Treatment: a Deep Reinforcement Learning Approach.
6
8
Demonstrating the Advantages of Applying Data Mining Techniques on Time-Dependent Electronic Medical Records.
4
9
Unfolding physiological state: mortality modelling in intensive care units
32
10
Mortality and extraintestinal cancers in patients with primary sclerosing cholangitis and inflammatory bowel disease
1
11 21
12
Multilingual Named-Entity Recognition from Parallel Corpora.
1
13 168
14
Psychiatric co-morbidity is associated with increased risk of surgery in Crohn's disease
1
15
Association Between Reduced Plasma 25-Hydroxy Vitamin D and Increased Risk of Cancer in Patients With Inflammatory Bowel Diseases
4
16
Improving Case Definition of Crohnʼs Disease and Ulcerative Colitis in Electronic Medical Records Using Natural Language Processing
2
17
Normalization of Plasma 25-Hydroxy Vitamin D Is Associated with Reduced Risk of Surgery in Crohn’s Disease
9
18
I-in-a-Box: A Knowledge-Based System for Space Science Experimentation
1
19
Information acquisition in diagnosis
11
20
Brand X: LISP support for semantic networks
2

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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