Advancements in traditional machine learning techniques for detection and diagnosis of fatal cancer types: Comprehensive review of biomedical imaging datasets
Accurate cancer detection and diagnosis are imperative for advancing patient outcomes and
mitigating mortality rates. This extensive review scrutinizes the progress within the domain of …
mitigating mortality rates. This extensive review scrutinizes the progress within the domain of …
Towards interpretable imaging genomics analysis: methodological developments and applications
X Cen, W Dong, W Lv, Y Zhao, F Dubee, AFA Mentis… - Information …, 2024 - Elsevier
Identifying the relationship between imaging features and genetic variation (a term coined
“imaging genomics”) offers valuable insight into the pathogenesis of cancer, as well as …
“imaging genomics”) offers valuable insight into the pathogenesis of cancer, as well as …
In-depth metaproteomics analysis of tongue coating for gastric cancer: a multicenter diagnostic research study
J Chen, Y Sun, J Li, M Lyu, L Yuan, J Sun, S Chen… - Microbiome, 2024 - Springer
Background Our previous study revealed marked differences in tongue images between
individuals with gastric cancer and those without gastric cancer. However, the biological …
individuals with gastric cancer and those without gastric cancer. However, the biological …
[HTML][HTML] GastroVRG: Enhancing early screening in gastrointestinal health via advanced transfer features
The accurate classification of endoscopic images is a challenging yet critical task in medical
diagnostics, which directly affects the treatment and management of Gastrointestinal …
diagnostics, which directly affects the treatment and management of Gastrointestinal …
MLP-like model with convolution complex transformation for auxiliary diagnosis through medical images
Medical images such as facial and tongue images have been widely used for intelligence-
assisted diagnosis, which can be regarded as the multi-label classification task for disease …
assisted diagnosis, which can be regarded as the multi-label classification task for disease …
Data-driven decision-making for precision diagnosis of digestive diseases
S Jiang, T Wang, KH Zhang - BioMedical Engineering Online, 2023 - Springer
Modern omics technologies can generate massive amounts of biomedical data, providing
unprecedented opportunities for individualized precision medicine. However, traditional …
unprecedented opportunities for individualized precision medicine. However, traditional …
Application of machine learning in surgery research: current uses and future directions–editorial
In recent years, machine learning (ML) has become a buzzword in the field of medical
research, and its applications in surgery are rapidly expanding [1, 2]. With the development …
research, and its applications in surgery are rapidly expanding [1, 2]. With the development …
Integrating artificial intelligence into the modernization of traditional Chinese medicine industry: a review
E Zhou, Q Shen, Y Hou - Frontiers in Pharmacology, 2024 - frontiersin.org
Traditional Chinese medicine (TCM) is the practical experience and summary of the
Chinese nation for thousands of years. It shows great potential in treating various chronic …
Chinese nation for thousands of years. It shows great potential in treating various chronic …
Oral microbiota disorder in GC patients revealed by 2b-RAD-M
S He, Y Sun, W Sun, M Tang, B Meng, Y Liu… - Journal of Translational …, 2023 - Springer
Background Microbiota alterations are linked with gastric cancer (GC). However, the
relationship between the oral microbiota (especially oral fungi) and GC is not known. In this …
relationship between the oral microbiota (especially oral fungi) and GC is not known. In this …
The dynamic oral–gastric microbial axis connects oral and gastric health: current evidence and disputes
M Xia, L Lei, L Zhao, W Xu, H Zhang, M Li… - npj Biofilms and …, 2025 - nature.com
Emerging evidence indicates that oral microbes are closely related to gastric microbes and
gastric lesions, including gastric atrophy, intestinal metaplasia and gastric cancer (GC) …
gastric lesions, including gastric atrophy, intestinal metaplasia and gastric cancer (GC) …