Alistair E. W. Johnson

21.1k citations

88 papers · 11.1k indexed · 7 hit papers · h-index 29

Impact in

Health Informatics top 0.05%
Health Information Management top 0.02%
- Artificial Intelligence in Healthcare

Papers in

Health Informatics 9
- Artificial Intelligence in Healthcare and Education 9
Health Information Management 9

Co-authors: Tom Pollard Roger G. Mark Leo Anthony Celi Benjamin Moody Mengling Feng Peter Szolovits Mohammad M. Ghassemi Gari D. Clifford
Journals: Critical Care Medicine (8 papers)Journal of Critical Care (6 papers)Scientific Data (5 papers)PLoS ONE (4 papers)Physiological Measurement (3 papers)
Partner nations: United States United Kingdom Canada

In The Last Decade

Alistair E. W. Johnson

86 papers receiving 10.8k citations

Hit Papers

7 papers align trajectories log scale

MIMIC-IV, a freely accessible electronic health record dataset 2023 · 1.1k 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.

2023 Scientific Data
2019 Scientific Data
2018 Scientific Data
2018 Intensive Care Medicine
2017 Computing in cardiology
2017 Journal of the American Medical Informatics Association
2016 Scientific Data

Peers

Countries citing papers authored by Alistair E. W. Johnson

Since Specialization

Citations

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

Fields of papers citing papers by Alistair E. W. Johnson

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Alistair E. W. Johnson. 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 Alistair E. W. Johnson. The network helps show where Alistair E. W. Johnson may publish in the future.

Co-authors

The 25 scholars most cited alongside Alistair E. W. Johnson, 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 Alistair E. W. Johnson Line = papers co-authored together Alistair E. W. Johnson links everyone, so they are left out of the graph.

All Works

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

20 of 20 papers shown

#	Work
1	Health Data Nexus: an open data platform for AI research and education in medicine GigaScience ·Asmil Darafni, Zhao Liang Song, Дар ́я Євгеніївна Осетянська, 徹加地, Vidhyaa Paroo Indran, S. Kosawantana, Muhammad Mamdani, Alistair E. W. Johnson, F. Fang, Tom Pollard, David Rotenberg, Benjamin Haibe‐Kains	2025	0
2	Standardizing Survey Data Collection to Enhance Reproducibility: Development and Comparative Evaluation of the ReproSchema Ecosystem Journal of Medical Internet Research ·Yibei Chen, Dorota Jarecka, M Jusmawati, Rémi Gau, 徹也三島, Daniel M. Low, Fatemeh Keshavarz, Alistair E. W. Johnson, Anisha Keshavan, Arno Klein, Jon Clucas, Sota Matsuura, Steven M. Hodge, Janosch Linkersdörfer, Hauke Bartsch, Samir Das, Damien A. Fair, David N. Kennedy, Satrajit Ghosh	2025	1
3	Development of an enhanced scoring system to predict ICU readmission or in-hospital death within 24 hours using routine patient data from two NHS Foundation Trusts BMJ Open ·Marco A. F. Pimentel, Alistair E. W. Johnson, Julie Darbyshire, Lionel Tarassenko, David A. Clifton, Andrew Walden, Klaus Fritz, Peter Watkinson, Duncan Young	2024	3
4	Prognosing post-treatment outcomes of head and neck cancer using structured data and machine learning: A systematic review PLoS ONE ·Mohammad Moharrami, Alyssa M. Griffith, Erin Watson, Sonica Singhal, Alistair E. W. Johnson, Ali Hosni, Carlos Quiñonez, Michael Glogauer	2024	2
5	Evaluation of evolving sepsis screening criteria in discriminating suspected sepsis and mortality among adult patients admitted to the intensive care unit International Journal of Nursing Studies ·Teresa Rincon, Jesse D. Raffa, Leo Anthony Celi, Omar Badawi, Alistair E. W. Johnson, Tom Pollard, Rodrigo Octávio Deliberato, Janet D. Pierce	2023	1
6	A Large-Scale Multicenter Retrospective Study on Nephrotoxicity Associated With Empiric Broad-Spectrum Antibiotics in Critically Ill Patients CHEST Journal ·Naeem Rasool, Chih-Ying Deng, Wa Jali, Miguel Ángel Armengol de la Hoz, Christina M. Scott, Christina Chen, Corey Scurlock, C Becker, Alistair E. W. Johnson, Leo Anthony Celi, Alon Dagan	2023	14
7	Machine Learning Approaches for the Image-Based Identification of Surgical Wound Infections: Scoping Review Journal of Medical Internet Research ·宗治岩崎, Jonathan Ranisau, Shuang Di, Michael McGillion, Laura C. Rosella, Alistair E. W. Johnson, P.J. Devereaux, Jeremy Petch	2023	6
8	Do Thresholds for Invasive Ventilation in Hypoxemic Respiratory Failure Exist? A Cohort Study American Journal of Respiratory and Critical Care Medicine ·Christopher J. Yarnell, Alistair E. W. Johnson, J-Parc muon g, Annemijn H. Jonkman, Kuan Liu, Hannah Wunsch, Laurent Brochard, Leo Anthony Celi, Harm‐Jan de Grooth, Paul Elbers, Sangeeta Mehta, Laveena Munshi, Robert Fowler, Lillian Sung, George Tomlinson	2022	18
9	BRAX, Brazilian labeled chest x-ray dataset Scientific Data ·Eduardo Pontes Reis, Joselisa Péres Queiroz de Paiva, H. M. P., Chuan Fang, Kakl-Heinz Domdey, Lucas Bulgarelli, 古藤正男, Hanna-Mari Mikkonen, B Mehrzad Selakjani, Dian Fadilla, Suerkul Turgunbayev, Gerència d'Acció Social i Ciutadania, 明石松本, Gilberto Szarf, Tom Pollard, Alistair E. W. Johnson, Leo Anthony Celi, Edson Amaro	2022	22
10	Perspective Toward Machine Learning Implementation in Pediatric Medicine: Mixed Methods Study JMIR Medical Informatics ·Mvelase Nqobizizwe, Catherine Aftandilian, ORLANDO JOSÉ GONÇALVES FILHO, Lindsay Rigelman, Jose Posada, Jason Fries, Scott L. Fleming, Alistair E. W. Johnson, Nigam H. Shah, Lillian Sung	2022	5
11	Titration of Ventilator Settings to Target Driving Pressure and Mechanical Power Respiratory Care ·Bernadette Trouvé, Price Susanna, Mingyu Lu, Alistair E. W. Johnson, Somnath Bose, Maximilian S. Schaefer, Daniel Talmor, Li-wei H. Lehman, Ye Ning	2022	6
12	Circadian variation in new-onset atrial fibrillation in patients in ICUs Journal of Critical Care ·Adeilma Casado da Costa, Oliver Redfern, Alistair E. W. Johnson, Kim Rajappan, Peter Watkinson	2021	3
13	Pharmacological and non-pharmacological treatments and outcomes for new-onset atrial fibrillation in ICU patients: the CAFE scoping review and database analyses Health Technology Assessment ·Adeilma Casado da Costa, Laura Drikite, Mark Corbett, James Doidge, Paloma Ferrando-Vivas, Alistair E. W. Johnson, Kim Rajappan, Paul Mouncey, David A Harrison, Duncan Young, Kathy Rowan, Peter Watkinson	2021	4
14	MIMIC-CXR, a de-identified publicly available database of chest radiographs with free-text reports 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 Hit paper breakdown →	2019	773
15	Promoting Secondary Analysis of Electronic Medical Records in China: Summary of the PLAGH-MIT Critical Data Conference and Health Datathon JMIR Medical Informatics ·Peiyao Li, Xie Chen, Tom Pollard, Alistair E. W. Johnson, Nathanael H. Engle, Hongjun Kang, Hong Liang, سحر بذرگر, Xiaoli Liu, Jin Guanghao, 和大浪川, Norina Aßhoff, Lixin Xie, Leo Anthony Celi, Zhengbo Zhang	2017	17
16	Reproducibility in critical care: a mortality prediction case study Alistair E. W. Johnson, Tom Pollard, Roger G. Mark	2017	62
17	Classification of Normal/Abnormal Heart Sound Recordings: the PhysioNet/Computing in Cardiology Challenge 2016 Computing in cardiology ·Gari D. Clifford, Chengyu Liu, David Springer, Benjamin Moody, Qiao Li, Liping Ge, José Millet, Ikaro Silva, Alistair E. W. Johnson, Roger G. Mark	2016	155
18	Toward a Robust Estimation of Respiratory Rate From Pulse Oximeters IEEE Transactions on Biomedical Engineering ·Marco A. F. Pimentel, Alistair E. W. Johnson, Peter Charlton, Drew A. Birrenkott, Peter Watkinson, Lionel Tarassenko, David A. Clifton	2016	241
19	Improved respiration rate estimation using a Kalman filter and wavelet cross-coherence Computing in Cardiology Conference ·Alistair E. W. Johnson, Sharath R. Cholleti, Timothy G. Buchman, Gari D. Clifford	2013	7
20	Bayesian voting of multiple annotators for improved QT interval estimation Computing in Cardiology Conference ·Tingting Zhu, Alistair E. W. Johnson, Joachim A. Behar, Gari D. Clifford	2013	8

About Alistair E. W. Johnson

Alistair E. W. Johnson is a scholar working on Health Informatics, Health Information Management, Critical Care and Intensive Care Medicine, Artificial Intelligence and Issues, ethics and legal aspects, having authored 88 papers that have together received 11.1k indexed citations. Recurring topics across this work include Sepsis Diagnosis and Treatment (24 papers), Machine Learning in Healthcare (22 papers), Hemodynamic Monitoring and Therapy (10 papers), Healthcare Technology and Patient Monitoring (9 papers), ECG Monitoring and Analysis (9 papers), Artificial Intelligence in Healthcare and Education (9 papers), Non-Invasive Vital Sign Monitoring (8 papers) and Respiratory Support and Mechanisms (7 papers). The work is most often cited by research in Health Informatics (847 citations), Health Information Management (1.2k citations), Artificial Intelligence (4.8k citations), Critical Care and Intensive Care Medicine (744 citations) and Cardiology and Cardiovascular Medicine (2.5k citations). Alistair E. W. Johnson has collaborated with scholars based in United States, United Kingdom and Canada. Frequent co-authors include Tom Pollard, Roger G. Mark, Leo Anthony Celi, Benjamin Moody, Mengling Feng, Peter Szolovits, Mohammad M. Ghassemi, Gari D. Clifford, Jesse D. Raffa and Steven Horng. Their work appears in journals such as Critical Care Medicine, Journal of Critical Care, Scientific Data, PLoS ONE and Physiological Measurement.

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.

Explore authors with similar magnitude of impact