Artificial Intelligence and Machine Learning in Computational Nanotoxicology: Unlocking and Empowering Nanomedicine
出版年份 2020 全文链接
标题
Artificial Intelligence and Machine Learning in Computational Nanotoxicology: Unlocking and Empowering Nanomedicine
作者
关键词
-
出版物
Advanced Healthcare Materials
Volume -, Issue -, Pages 1901862
出版商
Wiley
发表日期
2020-07-06
DOI
10.1002/adhm.201901862
参考文献
相关参考文献
注意：仅列出部分参考文献，下载原文获取全部文献信息。- From Petri Dishes to Organ on Chip Platform: The Increasing Importance of Machine Learning and Image Analysis
- (2019) Arianna Mencattini et al. Frontiers in Pharmacology
- DeepFunc: A Deep Learning Framework for Accurate Prediction of Protein Functions from Protein Sequences and Interactions
- (2019) Fuhao Zhang et al. PROTEOMICS
- 3D-QSAR, Docking, ADME/Tox studies on Flavone analogs reveal anticancer activity through Tankyrase inhibition
- (2019) Sarfaraz Alam et al. Scientific Reports
- Systems Biology and Multi-Omics Integration: Viewpoints from the Metabolomics Research Community
- (2019) Farhana R. Pinu et al. Metabolites
- Peptide-Induced Biomineralization of Tin Oxide (SnO2) Nanoparticles for Antibacterial Applications
- (2019) Ajay Vikram Singh et al. JOURNAL OF NANOSCIENCE AND NANOTECHNOLOGY
- An in vitro assay and artificial intelligence approach to determine rate constants of nanomaterial-cell interactions
- (2019) Edward Price et al. Scientific Reports
- Nano-(Q)SAR for Cytotoxicity Prediction of Engineered Nanomaterials
- (2019) Andrey A. Buglak et al. MOLECULES
- Pediatric Dose Selection and Utility of PBPK in Determining Dose
- (2018) Ian E. Templeton et al. AAPS Journal
- Cancer cells biomineralize ionic gold into nanoparticles-microplates via secreting defense proteins with specific gold-binding peptides
- (2018) Ajay Vikram Singh et al. Acta Biomaterialia
- Advancing Predictive Hepatotoxicity at the Intersection of Experimental, in Silico, and Artificial Intelligence Technologies
- (2018) Keith Fraser et al. CHEMICAL RESEARCH IN TOXICOLOGY
- Quasi-SMILES-Based Nano-Quantitative Structure–Activity Relationship Model to Predict the Cytotoxicity of Multiwalled Carbon Nanotubes to Human Lung Cells
- (2018) Tung Xuan Trinh et al. CHEMICAL RESEARCH IN TOXICOLOGY
- State-of-the-Art Review on Physiologically Based Pharmacokinetic Modeling in Pediatric Drug Development
- (2018) Venkata Yellepeddi et al. CLINICAL PHARMACOKINETICS
- Organs-on-a-chip: Current applications and consideration points for in vitro ADME-Tox studies
- (2018) Seiichi Ishida Drug Metabolism and Pharmacokinetics
- A comparison of two biorelevant in vitro drug release methods for nanotherapeutics based on advanced physiologically-based pharmacokinetic modelling
- (2018) Fabian Jung et al. EUROPEAN JOURNAL OF PHARMACEUTICS AND BIOPHARMACEUTICS
- The use of omics-based approaches in regulatory toxicology: an alternative approach to assess the no observed transcriptional effect level
- (2018) Daniele Quercioli et al. MICROCHEMICAL JOURNAL
- Pulmonary hypofunction due to calcium carbonate nanomaterial exposure in occupational workers: a cross-sectional study
- (2018) Guoliang Li et al. Nanotoxicology
- Diagrams for comprehensive molecular orbital-based chemical reaction analyses: reactive orbital energy diagrams
- (2018) Takao Tsuneda et al. PHYSICAL CHEMISTRY CHEMICAL PHYSICS
- Big-data and machine learning to revamp computational toxicology and its use in risk assessment
- (2018) Thomas Luechtefeld et al. Toxicology Research
- Software beats animal tests at predicting toxicity of chemicals
- (2018) Richard Van Noorden NATURE
- Physiologically Based Pharmacokinetic Modeling of Nanoparticles
- (2018) Dongfen Yuan et al. JOURNAL OF PHARMACEUTICAL SCIENCES
- Interlaboratory evaluation of a multiplexed high information content in vitro genotoxicity assay
- (2017) Steven M. Bryce et al. ENVIRONMENTAL AND MOLECULAR MUTAGENESIS
- Evolutionary toxicology in an omics world
- (2017) Elias M. Oziolor et al. Evolutionary Applications
- Nanotoxicity modelling and removal efficiencies of ZnONP
- (2017) Şeyda Fikirdeşici Ergen et al. INTERNATIONAL JOURNAL OF PHYTOREMEDIATION
- Physiologically Based Pharmacokinetic Modeling of Drug Transporters to Facilitate Individualized Dose Prediction
- (2017) Aleksandra Galetin et al. JOURNAL OF PHARMACEUTICAL SCIENCES
- Crowding in Cellular Environments at an Atomistic Level from Computer Simulations
- (2017) Michael Feig et al. JOURNAL OF PHYSICAL CHEMISTRY B
- Protein-based nanotoxicology assessment strategy
- (2017) Marlene Pedersen Elnegaard et al. Nanomedicine-Nanotechnology Biology and Medicine
- Probing the toxicity of nanoparticles: a unified in silico machine learning model based on perturbation theory
- (2017) Riccardo Concu et al. Nanotoxicology
- Application of Bayesian networks for hazard ranking of nanomaterials to support human health risk assessment
- (2017) Hans J. P. Marvin et al. Nanotoxicology
- The DifferentialNet database of differential protein–protein interactions in human tissues
- (2017) Omer Basha et al. NUCLEIC ACIDS RESEARCH
- Modeling of protein complexes in CAPRI Round 37 using template-based approach combined with model selection
- (2017) Justas Dapkūnas et al. PROTEINS-STRUCTURE FUNCTION AND BIOINFORMATICS
- Evaluating the toxicity of TiO2-based nanoparticles to Chinese hamster ovary cells and Escherichia coli: a complementary experimental and computational approach
- (2017) Alicja Mikolajczyk et al. Beilstein Journal of Nanotechnology
- vNN Web Server for ADMET Predictions
- (2017) Patric Schyman et al. Frontiers in Pharmacology
- Green Toxicology: a strategy for sustainable chemical and material development
- (2017) Sarah E. Crawford et al. Environmental Sciences Europe
- QSAR model for predicting cell viability of human embryonic kidney cells exposed to SiO 2 nanoparticles
- (2016) Serena Manganelli et al. CHEMOSPHERE
- Toward a general physiologically-based pharmacokinetic model for intravenously injected nanoparticles
- (2016) Ulrika Carlander et al. International Journal of Nanomedicine
- Improvements and additions to the Multiple Path Particle Dosimetry model
- (2016) Frederick J. Miller et al. JOURNAL OF AEROSOL SCIENCE
- Establishment of an in silico phospholipidosis prediction method using descriptors related to molecular interactions causing phospholipid–compound complex formation
- (2016) Yu Haranosono et al. JOURNAL OF TOXICOLOGICAL SCIENCES
- Accurate and interpretable nanoSAR models from genetic programming-based decision tree construction approaches
- (2016) Ceyda Oksel et al. Nanotoxicology
- Predicting toxic potencies of metal oxide nanoparticles by means of nano-QSARs
- (2016) Yunsong Mu et al. Nanotoxicology
- PBPK modeling and simulation in drug research and development
- (2016) Xiaomei Zhuang et al. Acta Pharmaceutica Sinica B
- Chemometric versus Random Forest Predictors of Ionic Liquid Toxicity
- (2015) Ž. Kurtanjek CHEMICAL AND BIOCHEMICAL ENGINEERING QUARTERLY
- Quasi-QSAR for mutagenic potential of multi-walled carbon-nanotubes
- (2015) Andrey A. Toropov et al. CHEMOSPHERE
- Optimal descriptor as a translator of eclectic data into prediction of cytotoxicity for metal oxide nanoparticles under different conditions
- (2015) Alla P. Toropova et al. ECOTOXICOLOGY AND ENVIRONMENTAL SAFETY
- Advances in Inhalation Dosimetry Models and Methods for Occupational Risk Assessment and Exposure Limit Derivation
- (2015) Eileen D. Kuempel et al. JOURNAL OF OCCUPATIONAL AND ENVIRONMENTAL HYGIENE
- A new genotoxicity assay based on p53 target gene induction
- (2015) Y. Zerdoumi et al. MUTATION RESEARCH-GENETIC TOXICOLOGY AND ENVIRONMENTAL MUTAGENESIS
- Comparative modeling of exposure to airborne nanoparticles released by consumer spray products
- (2015) Christian Riebeling et al. Nanotoxicology
- Say it with proteins: an alphabet of crystal structures
- (2015) Mark Howarth NATURE STRUCTURAL & MOLECULAR BIOLOGY
- In vivo biodistribution and physiologically based pharmacokinetic modeling of inhaled fresh and aged cerium oxide nanoparticles in rats
- (2015) Dingsheng Li et al. Particle and Fibre Toxicology
- Identification of pathway-based toxicity in the BALB/c 3T3 cell model
- (2015) Monica Vaccari et al. TOXICOLOGY IN VITRO
- Say it with proteins: an alphabet of crystal structures
- (2015) Mark Howarth NATURE STRUCTURAL & MOLECULAR BIOLOGY
- Biomineralized Anisotropic Gold Microplate–Macrophage Interactions Reveal Frustrated Phagocytosis-like Phenomenon: A Novel Paclitaxel Drug Delivery Vehicle
- (2014) Ajay Vikram Singh et al. ACS Applied Materials & Interfaces
- Periodic table-based descriptors to encode cytotoxicity profile of metal oxide nanoparticles: A mechanistic QSTR approach
- (2014) Supratik Kar et al. ECOTOXICOLOGY AND ENVIRONMENTAL SAFETY
- Computational ecotoxicology: Simultaneous prediction of ecotoxic effects of nanoparticles under different experimental conditions
- (2014) Valeria V. Kleandrova et al. ENVIRONMENT INTERNATIONAL
- Can the comet assay be used reliably to detect nanoparticle-induced genotoxicity?
- (2014) Hanna L. Karlsson et al. ENVIRONMENTAL AND MOLECULAR MUTAGENESIS
- Computational modeling of nanoscale and microscale particle deposition, retention and dosimetry in the mouse respiratory tract
- (2014) B. Asgharian et al. INHALATION TOXICOLOGY
- Computer-aided nanotoxicology: assessing cytotoxicity of nanoparticles under diverse experimental conditions by using a novel QSTR-perturbation approach
- (2014) Feng Luan et al. Nanoscale
- Using physiologically based pharmacokinetic (PBPK) modeling for dietary risk assessment of titanium dioxide (TiO2) nanoparticles
- (2014) Gerald Bachler et al. Nanotoxicology
- Towards understanding mechanisms governing cytotoxicity of metal oxides nanoparticles: Hints from nano-QSAR studies
- (2014) Agnieszka Gajewicz et al. Nanotoxicology
- The dynamics and regulators of cell fate decisions are revealed by pseudotemporal ordering of single cells
- (2014) Cole Trapnell et al. NATURE BIOTECHNOLOGY
- Free radical scavenging and formation by multi-walled carbon nanotubes in cell free conditions and in human bronchial epithelial cells
- (2014) Penny Nymark et al. Particle and Fibre Toxicology
- PBPK models for the prediction of in vivo performance of oral dosage forms
- (2013) Edmund S. Kostewicz et al. EUROPEAN JOURNAL OF PHARMACEUTICAL SCIENCES
- Predictive modeling of nanomaterial exposure effects in biological systems
- (2013) Xiong Liu et al. International Journal of Nanomedicine
- Carbon nanotube dosimetry: from workplace exposure assessment to inhalation toxicology
- (2013) Aaron Erdely et al. Particle and Fibre Toxicology
- Improvement of carcinogenicity prediction performances based on sensitivity analysis in variable selection of SVM models
- (2013) K. Tanabe et al. SAR AND QSAR IN ENVIRONMENTAL RESEARCH
- Nano-SAR Development for Bioactivity of Nanoparticles with Considerations of Decision Boundaries
- (2013) Rong Liu et al. Small
- In Silico Analysis of Nanomaterials Hazard and Risk
- (2012) Yoram Cohen et al. ACCOUNTS OF CHEMICAL RESEARCH
- Opening the Black Box: Low-Dimensional Dynamics in High-Dimensional Recurrent Neural Networks
- (2012) David Sussillo et al. NEURAL COMPUTATION
- Implication of oxidative stress in size-dependent toxicity of silica nanoparticles in kidney cells
- (2012) Isabelle Passagne et al. TOXICOLOGY
- Applying quantitative structure–activity relationship approaches to nanotoxicology: Current status and future potential
- (2012) David A. Winkler et al. TOXICOLOGY
- Nanotoxicology: in Vitro–in Vivo Dosimetry
- (2011) Günter Oberdörster ENVIRONMENTAL HEALTH PERSPECTIVES
- Modelling inhaled particle deposition in the human lung—A review
- (2011) Werner Hofmann JOURNAL OF AEROSOL SCIENCE
- Using nano-QSAR to predict the cytotoxicity of metal oxide nanoparticles
- (2011) Tomasz Puzyn et al. Nature Nanotechnology
- Quantitative Nanostructure−Activity Relationship Modeling
- (2010) Denis Fourches et al. ACS Nano
- DECISION TREES DO NOT GENERALIZE TO NEW VARIATIONS
- (2010) Yoshua Bengio et al. COMPUTATIONAL INTELLIGENCE
- PaDEL-descriptor: An open source software to calculate molecular descriptors and fingerprints
- (2010) Chun Wei Yap JOURNAL OF COMPUTATIONAL CHEMISTRY
- A stochastic whole-body physiologically based pharmacokinetic model to assess the impact of inter-individual variability on tissue dosimetry over the human lifespan
- (2010) Rémy Beaudouin et al. REGULATORY TOXICOLOGY AND PHARMACOLOGY
- Platform technologies for tubular organ regeneration
- (2010) Joydeep Basu et al. TRENDS IN BIOTECHNOLOGY
- In vitro and in vivo genotoxicity tests on fullerene C60 nanoparticles
- (2009) Naohide Shinohara et al. TOXICOLOGY LETTERS
- A new hybrid system of QSAR models for predicting bioconcentration factors (BCF)
- (2008) Chunyan Zhao et al. CHEMOSPHERE
- Designing PEGylated therapeutic molecules: advantages in ADMET properties
- (2008) Mehrdad Hamidi et al. Expert Opinion on Drug Discovery
- Modeling the structure-property relationships of nanoneedles: A journey toward nanomedicine
- (2008) Albert Poater et al. JOURNAL OF COMPUTATIONAL CHEMISTRY
- Perturbational profiling of nanomaterial biologic activity
- (2008) S. Y. Shaw et al. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
Publish scientific posters with Peeref
Peeref publishes scientific posters from all research disciplines. Our Diamond Open Access policy means free access to content and no publication fees for authors.
Learn MoreAdd your recorded webinar
Do you already have a recorded webinar? Grow your audience and get more views by easily listing your recording on Peeref.
Upload Now