AIMC Topic: Gastrointestinal Neoplasms
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Deep learning based radiomics for gastrointestinal cancer diagnosis and treatment: A minireview.
World journal of gastroenterology
Dec 7, 2022
Gastrointestinal (GI) cancers are the major cause of cancer-related mortality globally. Medical imaging is an important auxiliary means for the diagnosis, assessment and prognostic prediction of GI cancers. Radiomics is an emerging and effective tech...
Enhanced segmentation of gastrointestinal polyps from capsule endoscopy images with artifacts using ensemble learning.
World journal of gastroenterology
Nov 7, 2022
BACKGROUND: Endoscopy artifacts are widespread in real capsule endoscopy (CE) images but not in high-quality standard datasets.
Deep learning for diagnosis of precancerous lesions in upper gastrointestinal endoscopy: A review.
World journal of gastroenterology
May 28, 2021
Upper gastrointestinal (GI) cancers are the leading cause of cancer-related deaths worldwide. Early identification of precancerous lesions has been shown to minimize the incidence of GI cancers and substantiate the vital role of screening endoscopy. ...
Machine learning on microbiome research in gastrointestinal cancer.
Journal of gastroenterology and hepatology
Apr 1, 2021
Gastrointestinal cancer maintains the highest incidence and mortality rate among all cancers globally. In addition to genetic causes, it has been reported that individuals' diet and composition of the gastrointestinal microbiome have profound impacts...
Development of AI-based pathology biomarkers in gastrointestinal and liver cancer.
Nature reviews. Gastroenterology & hepatology
Oct 1, 2020
Prediction of immune checkpoint inhibition with immune oncology-related gene expression in gastrointestinal cancer using a machine learning classifier.
Journal for immunotherapy of cancer
Aug 1, 2020
Immune checkpoint inhibitors (ICIs) have revolutionized the therapeutic landscape of gastrointestinal cancer. However, biomarkers correlated with the efficacy of ICIs in gastrointestinal cancer are still lacking. In this study, we performed 395-plex ...
Artificial intelligence applications in upper gastrointestinal cancers - Authors' reply.
The Lancet. Oncology
Jan 1, 2020
Artificial intelligence applications in upper gastrointestinal cancers.
The Lancet. Oncology
Jan 1, 2020
Artificial intelligence in gastrointestinal endoscopy: how intelligent can it get?
The Lancet. Oncology
Dec 1, 2019
GIDB: a knowledge database for the automated curation and multidimensional analysis of molecular signatures in gastrointestinal cancer.
Database : the journal of biological databases and curation
Jan 1, 2019
Gastrointestinal (GI) cancer is common, characterized by high mortality, and includes oesophagus, gastric, liver, bile duct, pancreas, rectal and colon cancers. The insufficient specificity and sensitivity of biomarkers is still a key clinical hindra...
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