Application of machine learning based on structured medical data in gastroenterology

HJ Kim, EJ Gong, CS Bang - Biomimetics, 2023 - mdpi.com
The era of big data has led to the necessity of artificial intelligence models to effectively
handle the vast amount of clinical data available. These data have become indispensable …

Gastroenterology meets machine learning: Status quo and quo vadis

A Adadi, S Adadi, M Berrada - Advances in bioinformatics, 2019 - Wiley Online Library
Machine learning has undergone a transition phase from being a pure statistical tool to
being one of the main drivers of modern medicine. In gastroenterology, this technology is …

Deep learning in gastroenterology: a brief review

S Mohapatra, T Swarnkar, M Mishra… - Handbook of …, 2021 - Elsevier
Extensive implementation of artificial intelligence (AI) in the field of medical diagnosis has
been expected for half a century. For a long time, the leading methods to AI were based on …

Application of artificial intelligence in gastroenterology: potential role in clinical practice

CY Kuo, HM Chiu - Journal of gastroenterology and hepatology, 2021 - Wiley Online Library
Artificial intelligence (AI) based on deep learning boosted medical research in the past years
and is expected to enormously change the style of health care in many aspects in the …

[HTML][HTML] Artificial intelligence and machine learning: what you always wanted to know but were afraid to ask

P Rattan, DD Penrice, DA Simonetto - Gastro Hep Advances, 2022 - Elsevier
The access to increasing volumes of scientific and clinical data, particularly with the
implementation of electronic health records, has reignited an enthusiasm for artificial …

[HTML][HTML] Challenges involved in the application of artificial intelligence in gastroenterology: The race is on!

CD Christou, G Tsoulfas - World Journal of Gastroenterology, 2023 - ncbi.nlm.nih.gov
Gastroenterology is a particularly data-rich field, generating vast repositories of data that are
a fruitful ground for artificial intelligence (AI) and machine learning (ML) applications. In this …

[HTML][HTML] Application of artificial intelligence in gastroenterology

YJ Yang, CS Bang - World journal of gastroenterology, 2019 - ncbi.nlm.nih.gov
Artificial intelligence (AI) using deep-learning (DL) has emerged as a breakthrough
computer technology. By the era of big data, the accumulation of an enormous number of …

Artificial intelligence in gastroenterology and hepatology

JC Ahn, VH Shah - Artificial Intelligence in Clinical Practice, 2024 - Elsevier
GI disorders are among the leading causes of healthcare burden in the United States and
patients with GI disorders generate an abundance of health data, including documented …

On evaluation metrics for medical applications of artificial intelligence

SA Hicks, I Strümke, V Thambawita, M Hammou… - Scientific reports, 2022 - nature.com
Clinicians and software developers need to understand how proposed machine learning
(ML) models could improve patient care. No single metric captures all the desirable …

Augmented Intelligence: Deep Learning Models for Healthcare

M Paranthaman, S Palanivel Rajan - Augmented Intelligence in Healthcare …, 2022 - Springer
Actionable insights and learning from a highly complex biomedical dataset is a key
challenge in smart healthcare. Traditional data processing algorithms fails to provide the …