Papers matching “molecular machine learning” 286
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Machine learning predicts the impact of antibiotic properties on the composition and functioning of bacterial community in aquatic habitats2022 The Science of The Total Environment article Environmental Science Pharmaceutical and Antibiotic Environmental Impacts Open access
Jian Kang, Zhenyan Zhang, Yiling Chen, Zhigao Zhou, Jinfeng Zhang, Nuohan Xu, +4 more
29citations -
Integrating Functional Genomic Descriptors into Explainable Machine-Learning Models for Cross-Aquatic Species Prediction of Metal-Containing Nanomaterials Ecotoxicity2026 Environmental Science & Technology Letters article Environmental Science Environmental Toxicology and Ecotoxicology
Yunchi Zhou, Ying Wang, Willie J.G.M. Peijnenburg, Martina G. Vijver, Kmy Leung, Surendra Balraadjsing, +3 more
0citations -
Identifying Novel Inhibitors for Hepatic Organic Anion Transporting Polypeptides by Machine Learning-Based Virtual Screening2022 Journal of Chemical Information and Modeling article Computer Science Computational Drug Discovery Methods Open access
Alzbeta Tuerkova, Brandon J. Bongers, Ulf Norinder, Orsolya Ungvári, Virág Székely, Andrey Tarnovskiy, +4 more
24citations -
Ontology pre-training improves machine learning-based predictions for metabolites2025 bioRxiv (Cold Spring Harbor Laboratory) preprint Computer Science Computational Drug Discovery Methods Open access
Charlotte Tumescheit, Martin Glauer, Simon Flügel, Martin F. Larralde, Fabian Neuhaus, Till Mossakowski, +1 more
0citations -
Development of a machine‐learning model to identify the impacts of pesticides characteristics on soil microbial communities from high‐throughput sequencing data2022 Environmental Microbiology article Environmental Science Pesticide and Herbicide Environmental Studies Open access
Mingjing Ke, Nuohan Xu, Zhenyan Zhang, Danyan Qiu, Jian Kang, Tao Lu, +5 more
25citations -
Identifying Physical Structures in Our Galaxy with Gaussian Mixture Models: An Unsupervised Machine Learning Technique2023 The Astrophysical Journal article Physics and Astronomy Astrophysics and Star Formation Studies Open access
M. Tiwari, Rens Kievit, S. Kabanovic, Lars Bonne, Fabrizio Falasca, C. Guevara, +11 more
3citations -
Identifying physical structures in our Galaxy with Gaussian Mixture Models: An unsupervised machine learning technique2023 arXiv (Cornell University) preprint Physics and Astronomy Astrophysics and Star Formation Studies Open access
M. Tiwari, Rogier Kievit, S. Kabanovic, Lars Bonne, Fabrizio Falasca, C. Guevara, +11 more
0citations -
Predicting genotoxicity of viral vectors for stem cell gene therapy using gene expression-based machine learning2021 Molecular Therapy article Biochemistry, Genetics and Molecular Biology Virus-based gene therapy research Open access cited by 1 patent
Adrian Schwarzer, Steven Roger Talbot, Anton Selich, Michael Alexander Morgan, Juliane Wilhelmine Schott, Oliver Dittrich‐Breiholz, +11 more
51citations -
Early Prediction of COVID-19 Patient Survival by Targeted Plasma Multi-Omics and Machine Learning2022 Molecular & Cellular Proteomics article Medicine COVID-19 Clinical Research Studies Open access
Vincent R. Richard, Claudia Gaither, Robert Popp, Daria Chaplygina, Alexander G. Brzhozovskiy, Alexey S. Kononikhin, +4 more
48citations -
Prediction Power on Cardiovascular Disease of Neuroimmune Guidance Cues Expression by Peripheral Blood Monocytes Determined by Machine-Learning Methods2020 International Journal of Molecular Sciences article Immunology and Microbiology Atherosclerosis and Cardiovascular Diseases Open access
Huayu Zhang, Obbo W Bredewold, Dianne Vreeken, Jacques M.G.J. Duijs, Hetty C. de Boer, Adriaan O. Kraaijeveld, +7 more
7citations