Alistair Johnson

Alistair Johnson

University of Toronto

H-index: 40

North America-Canada

About Alistair Johnson

Alistair Johnson, With an exceptional h-index of 40 and a recent h-index of 37 (since 2020), a distinguished researcher at University of Toronto, specializes in the field of Machine Learning, Critical Care Medicine.

His recent articles reflect a diverse array of research interests and contributions to the field:

Machine Learning Approaches for the Image-Based Identification of Surgical Wound Infections: Scoping Review

Predicting non-muscle invasive bladder cancer outcomes using artificial intelligence: a systematic review using APPRAISE-AI

Association between sex and race and ethnicity and intravenous sedation use in patients receiving invasive ventilation

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

Development and external validation of an artificial intelligence-based tool for PROGression Risk assessment in Non-muscle invasive Bladder Cancer (PROGRxN-BCa)

DEVELOPMENT AND EXTERNAL VALIDATION OF NIMBLE, AN ARTIFICIAL INTELLIGENCE-BASED TOOL TO PREDICT PROGRESSION IN NON-MUSCLE INVASIVE BLADDER CANCER: A RETROSPECTIVE MULTI …

PD27-10 TEMPORAL VALIDATION OF AN ARTIFICIAL INTELLIGENCE TOOL (SEPERA) TO INFORM NERVE-SPARING STRATEGY DURING RADICAL PROSTATECTOMY AND COMPARISON AGAINST UROLOGISTS

When the Model Trains You: Induced Belief Revision and Its Implications on Artificial Intelligence Research and Patient Care—A Case Study on Predicting Obstructive …

Alistair Johnson Information

University

Position

The Hospital for Sick Children

Citations(all)

16076

Citations(since 2020)

14315

Cited By

5861

hIndex(all)

40

hIndex(since 2020)

37

i10Index(all)

74

i10Index(since 2020)

69

Email

University Profile Page

University of Toronto

Google Scholar

View Google Scholar Profile

Alistair Johnson Skills & Research Interests

Machine Learning

Critical Care Medicine

Top articles of Alistair Johnson

Title

Journal

Author(s)

Publication Date

Machine Learning Approaches for the Image-Based Identification of Surgical Wound Infections: Scoping Review

Juan Pablo Tabja Bortesi

Jonathan Ranisau

Shuang Di

Michael McGillion

Laura Rosella

...

2024/1/18

Predicting non-muscle invasive bladder cancer outcomes using artificial intelligence: a systematic review using APPRAISE-AI

Jethro CC Kwong

Jeremy Wu

Shamir Malik

Adree Khondker

Naveen Gupta

...

2024/4/18

Association between sex and race and ethnicity and intravenous sedation use in patients receiving invasive ventilation

medRxiv

Sarah L Walker

Federico Angriman

Lisa Burry

Leo Anthony Celi

Kirsten M Fiest

...

2024

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 AF Pimentel

Alistair Johnson

Julie Lorraine Darbyshire

Lionel Tarassenko

David A Clifton

...

2024/4/1

Development and external validation of an artificial intelligence-based tool for PROGression Risk assessment in Non-muscle invasive Bladder Cancer (PROGRxN-BCa)

American Journal of Roentgenology

Nooshin Abbasi

Ronilda Lacson

Neena Kapoor

Andro Licaros

Jeffrey P Guenette

...

2023/9/19

DEVELOPMENT AND EXTERNAL VALIDATION OF NIMBLE, AN ARTIFICIAL INTELLIGENCE-BASED TOOL TO PREDICT PROGRESSION IN NON-MUSCLE INVASIVE BLADDER CANCER: A RETROSPECTIVE MULTI …

Urologic Oncology: Seminars and Original Investigations

Jethro CC Kwong

Zizo Al-Daqqaq

Yashan Chelliahpillai

Soomin Lee

Kellie Kim

...

2024/3/1

PD27-10 TEMPORAL VALIDATION OF AN ARTIFICIAL INTELLIGENCE TOOL (SEPERA) TO INFORM NERVE-SPARING STRATEGY DURING RADICAL PROSTATECTOMY AND COMPARISON AGAINST UROLOGISTS

The Journal of Urology

Lauren Pickel

Kevin Zhang

Ryan Booth

Aiman Shahid

Maximiliano Ringa

...

2024/5

When the Model Trains You: Induced Belief Revision and Its Implications on Artificial Intelligence Research and Patient Care—A Case Study on Predicting Obstructive …

NEJM AI

Jethro CC Kwong

David-Dan Nguyen

Adree Khondker

Jin Kyu Kim

Alistair EW Johnson

...

2024/1/25

PD30-05 DEVELOPMENT AND EXTERNAL VALIDATION OF AN ARTIFICIAL INTELLIGENCE-BASED TOOL FOR PROGRESSION RISK ASSESSMENT IN NON-MUSCLE INVASIVE BLADDER CANCER (PROGRXN-BCA)

The Journal of Urology

Jethro CC Kwong

Zizo Al-Daqqaq

Yashan Chelliahpillai

Soomin Lee

Kellie Kim

...

2024/5

AnnoDash, a clinical terminology annotation dashboard

JAMIA open

Justin Xu

Mjaye Mazwi

Alistair EW Johnson

2023/10/1

Author Correction: MIMIC-IV, a freely accessible electronic health record dataset

Scientific data

Alistair EW Johnson

Lucas Bulgarelli

Lu Shen

Alvin Gayles

Ayad Shammout

...

2023

MP61-02 DEVELOPMENT, MULTI-INSTITUTIONAL EXTERNAL VALIDATION, AND ALGORITHMIC AUDIT OF SEPERA-AN ARTIFICIAL INTELLIGENCE-BASED SIDE-SPECIFIC EXTRA-PROSTATIC EXTENSION RISK …

The Journal of Urology

Jethro Kwong

Adree Khondker

Eric Meng

Nicholas Taylor

Cynthia Kuk

...

2023/4

APPRAISE-AI Tool for quantitative evaluation of AI studies for clinical decision support

JAMA Network Open

Jethro CC Kwong

Adree Khondker

Katherine Lajkosz

Matthew BA McDermott

Xavier Borrat Frigola

...

2023/9/5

Clinical-t5: Large language models built using mimic clinical text

PhysioNet

Eric Lehman

Alistair Johnson

2023

MIMIC-IV on FHIR: converting a decade of in-patient data into an exchangeable, interoperable format

Journal of the American Medical Informatics Association

Alex M Bennett

Hannes Ulrich

Philip van Damme

Joshua Wiedekopf

Alistair EW Johnson

2023/4/1

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 A Rincon

Jesse Raffa

Leo Anthony Celi

Omar Badawi

Alistair EW Johnson

...

2023/9/1

Pyclipse, a library for deidentification of free-text clinical notes

arXiv preprint arXiv:2311.02748

Callandra Moore

Jonathan Ranisau

Walter Nelson

Jeremy Petch

Alistair Johnson

2023/11/5

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 Johnson

Tariq Dam

Annemijn Jonkman

Kuan Liu

...

2023/2/1

A large-scale multicenter retrospective study on nephrotoxicity associated with empiric broad-spectrum antibiotics in critically ill patients

Chest

Alyssa Y Chen

Chih-Ying Deng

Paola Calvachi-Prieto

Miguel Ángel Armengol de la Hoz

Afeefah Khazi-Syed

...

2023/8/1

Shamir Malik1, 2, Jeremy Wu1, Nicole Bodnariuc1, 2, Krishnateja Narayana3, Naveen Gupta4, 5, Mikail Malik1, Jethro CC Kwong2, 6, Adree Khondker1

CUAJ

Alistair EW Johnson

Girish S Kulkarni

2023/11

See List of Professors in Alistair Johnson University(University of Toronto)

Co-Authors

H-index: 75
Peter Szolovits

Peter Szolovits

Massachusetts Institute of Technology

H-index: 67
Leo Anthony Celi

Leo Anthony Celi

Massachusetts Institute of Technology

H-index: 28
Mengling 'Mornin' Feng

Mengling 'Mornin' Feng

National University of Singapore

H-index: 26
Mohammad Mahdi Ghassemi

Mohammad Mahdi Ghassemi

Michigan State University

H-index: 25
Li-wei H. Lehman

Li-wei H. Lehman

Massachusetts Institute of Technology

H-index: 24
Tingting Zhu

Tingting Zhu

University of Oxford

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