Machine learning to predict dynamic changes of pathogenic Vibrio spp. abundance on microplastics in marine environment

Vibrio harveyi isolated from marine aquaculture species in eastern China and virulence to the large yellow croaker (Larimichthys crocea)

(2021) Amin Yang et al.   JOURNAL OF APPLIED MICROBIOLOGY

Interactions between microplastics, pharmaceuticals and personal care products: Implications for vector transport

(2021) Thilakshani Atugoda et al.   ENVIRONMENT INTERNATIONAL

Application of novel hybrid deep leaning model for cleaner production in a paper industrial wastewater treatment system

(2021) Xiaoyong Li et al.   JOURNAL OF CLEANER PRODUCTION

The impact of microplastic-microbe interactions on animal health and biogeochemical cycles: A mini-review

(2021) Jiao Wang et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Morphological description of microplastic particles for environmental fate studies

(2021) Roberto Rosal   MARINE POLLUTION BULLETIN

Machine learning methods for microbiome studies

(2020) Junghyun Namkung   JOURNAL OF MICROBIOLOGY

Microplastics in sediment cores as indicators of temporal trends in microplastic pollution in Andong salt marsh, Hangzhou Bay, China

(2020) Jingjing Li et al.   Regional Studies in Marine Science

Impact of mariculture-derived microplastics on bacterial biofilm formation and their potential threat to mariculture: A case in situ study on the Sungo Bay, China

(2020) Xuemei Sun et al.   ENVIRONMENTAL POLLUTION

Bacterial community colonization on tire microplastics in typical urban water environments and associated impacting factors

(2020) Liyuan Wang et al.   ENVIRONMENTAL POLLUTION

Epidemiological situation and phylogenetic relationship of Vibrio harveyi in marine-cultured fishes in China and Southeast Asia

(2020) Zhiming Zhu et al.   AQUACULTURE

Microplastic pollution in surface seawater of Sanggou Bay, China: Occurrence, source and inventory

(2020) Bin Xia et al.   MARINE POLLUTION BULLETIN

A critical review of interactions between microplastics, microalgae and aquatic ecosystem function

(2020) Veronica Nava et al.   WATER RESEARCH

Transfer learning with chest X-rays for ER patient classification

(2020) Jonathan Stubblefield et al.   Scientific Reports

Performance prediction of ZVI-based anaerobic digestion reactor using machine learning algorithms

(2020) Weichao Xu et al.   WASTE MANAGEMENT

A State-of-the-Art Survey on Deep Learning Theory and Architectures

(2019) Md Zahangir Alom et al.   Electronics

Incorporating microbial community data with machine learning techniques to predict feed substrates in microbial fuel cells

(2019) Wenfang Cai et al.   BIOSENSORS & BIOELECTRONICS

Microplastics in commercial molluscs from the lagoon of Bizerte (Northern Tunisia)

(2019) Sami Abidli et al.   MARINE POLLUTION BULLETIN

Vibrio harveyi (VirB11) recombinant vaccine development against vibriosis in orange‐spotted grouper ( Epinephelus coioides )

(2019) Denicia Atujona et al.   AQUACULTURE RESEARCH

Isolation and characterization of Vibrio harveyi as a major pathogen associated with mass mortalities of ark clam, Scapharca broughtonii, in summer

(2019) Zhixin Wei et al.   AQUACULTURE

Microbial biofilm formation and community structure on low-density polyethylene microparticles in lake water microcosms

(2019) Mengting Gong et al.   ENVIRONMENTAL POLLUTION

Colonization Characteristics of Bacterial Communities on Plastic Debris Influenced by Environmental Factors and Polymer Types in the Haihe Estuary of Bohai Bay, China

(2019) Wenjie Li et al.   ENVIRONMENTAL SCIENCE & TECHNOLOGY

Effects of microplastics on growth, phenanthrene stress, and lipid accumulation in a diatom, Phaeodactylum tricornutum

(2019) Yahong Guo et al.   ENVIRONMENTAL POLLUTION

Definitions, methods, and applications in interpretable machine learning

(2019) W. James Murdoch et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Colonization characteristics of bacterial communities on microplastics compared with ambient environments (water and sediment) in Haihe Estuary

(2019) Nan Wu et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Gene Expression Value Prediction Based on XGBoost Algorithm

(2019) Wei Li et al.   Frontiers in Genetics

Environmental samples of microplastics induce significant toxic effects in fish larvae

(2019) Pauline Pannetier et al.   ENVIRONMENT INTERNATIONAL

Microplastics in ballast water as an emerging source and vector for harmful chemicals, antibiotics, metals, bacterial pathogens and HAB species: A potential risk to the marine environment and human health

(2019) Ravidas Krishna Naik et al.   MARINE POLLUTION BULLETIN

Evidence of niche partitioning among bacteria living on plastics, organic particles and surrounding seawaters

(2018) C. Dussud et al.   ENVIRONMENTAL POLLUTION

Microplastic bacterial communities in the Bay of Brest: Influence of polymer type and size

(2018) Laura Frère et al.   ENVIRONMENTAL POLLUTION

Occurrence of Salmonell a enterica subsp. enterica in bivalve molluscs and associations with Escherichia coli in molluscs and faecal coliforms in seawater

(2018) Silva Rubini et al.   FOOD CONTROL

Microplastic-associated bacterial assemblages in the intertidal zone of the Yangtze Estuary

(2018) Peilin Jiang et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Microplastics in freshwater systems: A review on occurrence, environmental effects, and methods for microplastics detection

(2018) Jingyi Li et al.   WATER RESEARCH

Turning microplastics into nanoplastics through digestive fragmentation by Antarctic krill

(2018) Amanda L. Dawson et al.   Nature Communications

The Chinese import ban and its impact on global plastic waste trade

(2018) Amy L. Brooks et al.   Science Advances

Predicting Microbial Fuel Cell Biofilm Communities and Bioreactor Performance using Artificial Neural Networks

(2017) Keaton Larson Lesnik et al.   ENVIRONMENTAL SCIENCE & TECHNOLOGY

Microplastic as a Vector for Chemicals in the Aquatic Environment: Critical Review and Model-Supported Reinterpretation of Empirical Studies

(2016) Albert A. Koelmans et al.   ENVIRONMENTAL SCIENCE & TECHNOLOGY

Microbial hitchhikers on marine plastic debris: Human exposure risks at bathing waters and beach environments

(2016) Anisha Keswani et al.   MARINE ENVIRONMENTAL RESEARCH

Dangerous hitchhikers? Evidence for potentially pathogenic Vibrio spp. on microplastic particles

(2016) Inga V. Kirstein et al.   MARINE ENVIRONMENTAL RESEARCH

Mass mortality in bivalves and the intricate case of the Pacific oyster, Crassostrea gigas

(2015) Valérie Barbosa Solomieu et al.   JOURNAL OF INVERTEBRATE PATHOLOGY

Seasonal variation of bacterial communities in shellfish harvesting waters: Preliminary study before applying phage therapy

(2015) C. Pereira et al.   MARINE POLLUTION BULLETIN

Millimeter-Sized Marine Plastics: A New Pelagic Habitat for Microorganisms and Invertebrates

(2014) Julia Reisser et al.   PLoS One

Oligotyping reveals community level habitat selection within the genus Vibrio

(2014) Victor T. Schmidt et al.   Frontiers in Microbiology

Antibacterial activity of the lipopetides produced by Bacillus amyloliquefaciens M1 against multidrug-resistant Vibrio spp. isolated from diseased marine animals

(2013) Hong-Mei Xu et al.   APPLIED MICROBIOLOGY AND BIOTECHNOLOGY

The present and future of microplastic pollution in the marine environment

(2013) Juliana A. Ivar do Sul et al.   ENVIRONMENTAL POLLUTION

Life in the “Plastisphere”: Microbial Communities on Plastic Marine Debris

(2013) Erik R. Zettler et al.   ENVIRONMENTAL SCIENCE & TECHNOLOGY

Dynamic random regression forests for real-time head pose estimation

(2013) Ying Ying et al.   MACHINE VISION AND APPLICATIONS

Regression forests for efficient anatomy detection and localization in computed tomography scans

(2013) A. Criminisi et al.   MEDICAL IMAGE ANALYSIS

Predicting bacterial community assemblages using an artificial neural network approach

(2012) Peter E Larsen et al.   NATURE METHODS

Emerging Vibrio risk at high latitudes in response to ocean warming

(2012) Craig Baker-Austin et al.   Nature Climate Change

Water column dynamics of Vibrio in relation to phytoplankton community composition and environmental conditions in a tropical coastal area

(2011) Maria E. Asplund et al.   ENVIRONMENTAL MICROBIOLOGY

Modulation of Responses of Vibrio parahaemolyticus O3:K6 to pH and Temperature Stresses by Growth at Different Salt Concentrations

(2010) W. B. Whitaker et al.   APPLIED AND ENVIRONMENTAL MICROBIOLOGY

Theory of island biogeography on a microscopic scale: organic aggregates as islands for aquatic pathogens

(2010) MM Lyons et al.   AQUATIC MICROBIAL ECOLOGY

The size, mass, and composition of plastic debris in the western North Atlantic Ocean

(2010) Skye Morét-Ferguson et al.   MARINE POLLUTION BULLETIN

Diversity and pathogenecity of Vibrio species in cultured bivalve molluscs

(2010) Roxana Beaz-Hidalgo et al.   Environmental Microbiology Reports

Environmental occurrence and clinical impact of Vibrio vulnificus and Vibrio parahaemolyticus: a European perspective

(2010) Craig Baker-Austin et al.   Environmental Microbiology Reports

Correlation between Environmental Factors and Prevalence of Vibrio parahaemolyticus in Oysters Harvested in the Southern Coastal Area of Sao Paulo State, Brazil

(2009) P. d. S. C. Sobrinho et al.   APPLIED AND ENVIRONMENTAL MICROBIOLOGY

Osmoadaptation among Vibrio Species and Unique Genomic Features and Physiological Responses of Vibrio parahaemolyticus

(2009) L. M. Naughton et al.   APPLIED AND ENVIRONMENTAL MICROBIOLOGY

Sensitivity Analysis of k-Fold Cross Validation in Prediction Error Estimation

(2009) J.D. Rodriguez et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Benthic ecology of Vibrio spp. and pathogenic Vibrio species in a coastal Mediterranean environment (La Spezia Gulf, Italy)

(2009) Luigi Vezzulli et al.   MICROBIAL ECOLOGY

What are artificial neural networks?

(2008) Anders Krogh   NATURE BIOTECHNOLOGY