Matjaz Gams and Primož Kocuvan

ABSTRACT
The emergence of artificial intelligence (AI) has significantly
impacted various fields, including the peer review process in
academic and scientific research. ChatGPT, a large language
model developed by OpenAI, has shown potential in automating
and enhancing the review of conference healthcare papers. Our
HealthReview AI tool can process and analyze large volumes of
text rapidly, providing feedback and insights that streamline the
peer review process, reduce human workload, and increase
efficiency. This paper presents a web application developed
using the Flask framework that enables users to upload PDF files
containing research papers and utilizes ChatGPT to generate
reviews for each paper. The methodology, results and potential
implications of this application are discussed, highlighting both
the advantages and the challenges of integrating AI into the
academic review process.