Jack Alexander Cummins

6PUBLICATIONS
10CO-AUTHORS
Epidemiological modellingRespiratory diseasesRecordkeeping informaticsDisease surveillanceOrganisational, interpersonal and intercultural communication
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Publications (6)

|Jun 18, 2026
Environmental and social determinants of health enhance machine learning models for pneumonia readmission.

|Jan 02, 2026
Identifying Patient Sentiment in Atopic Dermatitis Treatment: Large Language Model Approach.

Jack Alexander Cummins, JiaDe Yu

|Mar 18, 2025
In-Hospital Mortality Prediction among Intensive Care Unit Patients with Acute Ischemic Stroke: A Machine Learning Approach.

Jack A Cummins, Ben S Gerber, Mayuko Ito Fukunaga

|Jan 09, 2025
Applying Natural Language Processing Techniques to Map Trends in Insomnia Treatment Terms on the r/Insomnia Subreddit: Infodemiology Study.

Jack A Cummins, Daniel J Gottlieb, Tamar Sofer

|May 31, 2023
Reddit and Google Activity Related to Non-COVID Epidemic Diseases Surged at Start of COVID-19 Pandemic: Retrospective Study.

Jack A Cummins, Adam D Lipworth

|Feb 23, 2022
Getting a Vaccine, Jab, or Vax Is More Than a Regular Expression. Comment on "COVID-19 Vaccine-Related Discussion on Twitter: Topic Modeling and Sentiment Analysis".

Jack Alexander Cummins

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Frequent Collaborators

1 joint publications

Adam D Lipworth

1 joint publications

Daniel J Gottlieb

1 joint publications

Tamar Sofer

1 joint publications

Danielle A Wallace