With the rapid development in technology, large amounts of high-dimensional data have been generated. This high dimensionality including redundancy and irrelevancy poses a …
Background Biomarker discovery exploiting feature importance of machine learning has risen recently in the microbiome landscape with its high predictive performance in several …
LJ Marcos-Zambrano, VM López-Molina… - Frontiers in …, 2023 - frontiersin.org
The human microbiome has become an area of intense research due to its potential impact on human health. However, the analysis and interpretation of this data have proven to be …
S Praveen, N Tyagi, B Singh, GR Karetla… - BioMed Research …, 2022 - Wiley Online Library
Mesothelioma is a form of cancer that is aggressive and fatal. It is a thin layer of tissue that covers the majority of the patient's internal organs. The treatments are available; however, a …
L Zhang, R Mao, CT Lau, WC Chung, JCP Chan… - Scientific reports, 2022 - nature.com
Ulcerative colitis (UC) is a chronic relapsing inflammatory bowel disease with an increasing incidence and prevalence worldwide. The diagnosis for UC mainly relies on clinical …
C Kulkarni, D Liu, T Fardeen… - Therapeutic …, 2024 - journals.sagepub.com
Interest in artificial intelligence (AI) applications for ulcerative colitis (UC) has grown tremendously in recent years. In the past 5 years, there have been over 80 studies focused …
D Huang, J Wang, Y Zeng, Q Li, Y Wang - Frontiers in microbiology, 2023 - frontiersin.org
Osteoporosis (OP) is a metabolic bone disorder characterized by low bone mass and deterioration of micro-architectural bone tissue. The most common type of OP is …
B Kumar, E Lorusso, B Fosso, G Pesole - Frontiers in Microbiology, 2024 - frontiersin.org
Metagenomics, Metabolomics, and Metaproteomics have significantly advanced our knowledge of microbial communities by providing culture-independent insights into their …
KM Van Den Ham, LK Bower, S Li, H Lorenzi… - Nature …, 2024 - nature.com
Malaria is a major public health problem, but many of the factors underlying the pathogenesis of this disease are not well understood, including protection from the …