Machine learning applications in microbial ecology, human microbiome studies, and environmental monitoring
RB Ghannam, SM Techtmann - Computational and Structural …, 2021 - Elsevier
Advances in nucleic acid sequencing technology have enabled expansion of our ability to
profile microbial diversity. These large datasets of taxonomic and functional diversity are key …
profile microbial diversity. These large datasets of taxonomic and functional diversity are key …
Application of microbiome in forensics
J Zhang, W Liu, H Simayijiang, P Hu… - Genomics, Proteomics & …, 2023 - academic.oup.com
Recent advances in next-generation sequencing technologies and improvements in
bioinformatics have expanded the scope of microbiome analysis as a forensic tool …
bioinformatics have expanded the scope of microbiome analysis as a forensic tool …
Predicting measures of soil health using the microbiome and supervised machine learning
Soil health encompasses a range of biological, chemical, and physical soil properties that
sustain the commercial and ecological value of agroecosystems. Monitoring soil health …
sustain the commercial and ecological value of agroecosystems. Monitoring soil health …
Potential risks of CO2 removal project based on carbonate pump to marine ecosystem
L Duan, J Song, X Li, H Yuan, W Zhuang - Science of the Total Environment, 2023 - Elsevier
The development of marine carbon sequestration project has an important potential for
carbon neutralization in the short-term (several decades). Marine carbon sequestration …
carbon neutralization in the short-term (several decades). Marine carbon sequestration …
The applicability of forensic time since death estimation methods for buried bodies in advanced decomposition stages
Estimation of the postmortem interval in advanced postmortem stages is a challenging task.
Although there are several approaches available for addressing postmortem changes of a …
Although there are several approaches available for addressing postmortem changes of a …
Application of artificial intelligence and machine learning technology for the prediction of postmortem interval: A systematic review of preclinical and clinical studies
Background/purpose Establishing an accurate postmortem interval (PMI) is exceptionally
crucial in forensic investigation. Artificial intelligence (AI) and Machine learning (ML) models …
crucial in forensic investigation. Artificial intelligence (AI) and Machine learning (ML) models …
Advances in artificial intelligence-based microbiome for PMI estimation
Z Wang, F Zhang, L Wang, H Yuan, D Guan… - Frontiers in …, 2022 - frontiersin.org
Postmortem interval (PMI) estimation has always been a major challenge in forensic
science. Conventional methods for predicting PMI are based on postmortem phenomena …
science. Conventional methods for predicting PMI are based on postmortem phenomena …
Predicting the postmortem interval of burial cadavers based on microbial community succession
J Zhang, M Wang, X Qi, L Shi, J Zhang, X Zhang… - Forensic Science …, 2021 - Elsevier
Previous studies have demonstrated that microbial community succession during the
decomposition of cadavers could be used to estimate the postmortem interval (PMI) …
decomposition of cadavers could be used to estimate the postmortem interval (PMI) …
Trends in forensic microbiology: from classical methods to deep learning
H Yuan, Z Wang, Z Wang, F Zhang, D Guan… - Frontiers in …, 2023 - frontiersin.org
Forensic microbiology has been widely used in the diagnosis of causes and manner of
death, identification of individuals, detection of crime locations, and estimation of …
death, identification of individuals, detection of crime locations, and estimation of …
Microbial ecology of vertebrate decomposition in terrestrial ecosystems
Vertebrate decomposition results in an ephemeral disturbance of the surrounding
environment. Microbial decomposers are recognized as key players in the breakdown of …
environment. Microbial decomposers are recognized as key players in the breakdown of …