Enalos Cloud Platform

Democratizing Access to Data Driven, Machine Learning & Artificial Intelligence Models

NanoXtract image analysis tool

NanoXtract is a unique online tool for the calculation of 18 image descriptors based on Transmission Electron Microscopy (TEM) images of nanomaterials.

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NInChI: InChI generation for nanomaterials

This tool enables the generation of NInChI for a nanomaterial (NM) of preference, assuming that the NM is specified following the inside-to-outside structure approach.

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MS3bD zeta potential model

This web service provides the functionality to predict the zeta-potential in water of individual or a set of engineered nanomaterials based on physicochemical and molecular properties.

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Image nanodescriptors zeta-potential model

A kNN/read-across model for the prediction of nanomaterials (NMs) zeta-potential based on the NM type of core, main elongation and medium's pH value.

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Safe-by-design tool for functionalised NMs

Two predictive QNAR/kNN models for the assessment of decorated multi-walled carbon nanotubes (MWCNTs) biological and toxicological profile.

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NanoCommons risk assessment tool

This web application, hosted and implemented within Enalos Cloud Platform, estimates the risk of triggering AOP 173 (Lung Fibrosis) in mice due to exposure to 20nm TiO2 engineered nanoparticles.

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Enalos QNAR iron oxide toxicity platform

This web-service hosts a fully validated predictive model which generates toxicity predictions for iron oxide nanoparticles based on a set of five properties.

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Cytotoxicity prediction for MeOx nanomaterials

The web service provides the functionality to predict the cytotoxicity on human bronchial epithelial and murine myeloid cell lines of metal oxide nanoparticles.

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Ecotox read-across models

This web-service hosts two ecotox models that predict the toxicological effects on Daphnia Magna of freshly dispersed and 2-year aged nanomaterials.

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RiskGONE Ethical Impact Assessment tools

The EIA stepwise analysis can be performed via a user-friendly tool to assess the relevance, severity and acceptance of nanomaterials ethical issues during manufacturing, use and waste processing.

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RiskGONE in vitro dosimetry simulation

This web-service hosts the De Loid et al. multi-step in vitro dosimetry methodology to quantify delivered nanomaterials dose metrics as a function of time.

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MouseTox: cytotoxicity prediction

The MouseTox web-service hosts a model that predicts the cytotoxic effects of small molecules to NIH/3T3 (mouse embryonic fibroblast) cells, based on calculated structural descriptors.

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Prediction of MNPs uptake in PaCa2 cells

This web service hosts a QNAR model that correlates the organic surface modifiers structural descriptors of metal-oxide nanoparticles (NPs) with the same core and the NPs cellular uptakes.

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TNF (specific NF-kB induction) prediction tool

This web-service hosts the Tumor Necrosis Factor TNFPubChem in silico model for the prediction of TNF (specific NF-kB Induction) activity of small molecules.

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Biokinetics model

This tool is used for the prediction of the rate at which Nickel (Ni) is released from cardiovascular devices following implantation of the body, using the biokinetics model proposed by Saylor et al.

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COMT ligand-based predictive model

This web service hosts a predictive consensus model to facilitate the design and virtual screening of novel potent small-molecule inhibitors of COMT (catechol-o-methyl transferase).

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BACE ligand-based predictive model

This web service hosts a robust, validated according to OECD principles ligand-based predictive model for beta-site APP-cleaving enzyme (BACE) inhibitory data.

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Enalos TNF-a production inhibition

This web-service hosts a consensus in silico predictive model for the assessment of the ability of small molecules to inhibit the cytotoxic effect of the Tumor Necrosis Factor (TNF).

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Facet cytotoxicity prediction for MeOx nanomaterials

This web tool is an implementation of a model predicting the toxicity of metal oxide nanomaterials towards bronchial epithelial, murine myeloid and E. coli cell lines.

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IATA: integration of PBPK and occupational exposure

This web application enables the use of PBPK models for simulating the biodistribution of nanoparticles in humans as a result of exposure via the inhalation route.

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Nanomaterials occupational exposure simulation

This application is based on the aerosol dynamics particle population balance equation model and is used for estimating nanomaterials' concentration evolution over time in indoor spaces.

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Nanomaterials lung exposure dose simulation

This model takes as input the evolution over time of the nanomaterials' concentration in an indoor space and computes its deposition dose in various human's respiratory regions.

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Simple4BoxNano: environmental fate

SimpleBox4nano simulates the environmental fate of chemicals as fluxes between a series of well-mixed boxes of air, water, sediment and soil on regional, continental and global spatial scales.

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Nano Protein Corona model

A predictive QNAR model of the cellular association of surface-modified gold nanoparticles (NPs) based on the acquired protein corona fingerprint and the NPs physicochemical properties.

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