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online chemical modeling environment (ochem)  (OChem Inc)

 
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    Structured Review

    OChem Inc online chemical modeling environment (ochem)
    Online Chemical Modeling Environment (Ochem), supplied by OChem Inc, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
    https://www.bioz.com/product/online+chemical+modeling+environment+(ochem)/online+chemical+modeling+environment++ochem+/pm40653408-62-29-30
    Average 90 stars, based on 1 article reviews
    online chemical modeling environment (ochem) - by Bioz Stars, 2026-09
    90/100 stars

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    Article Title: Prediction of Respiratory Irritation and Respiratory Sensitization of Chemicals Using Structural Alerts and Machine Learning Modeling.
    Article Snippet: After rigorous data curation and cleaning, structural alerts were generated using the SARpy package, and the classification models were developed using the publicly available Online Chemical Modeling Environment (OCHEM, https://ochem.eu).

    Article Title: Optimizing Hepatitis C Virus Inhibitor Identification with LightGBM and Tree-structured Parzen Estimator Sampling
    Article Snippet: [40] I. Sushko et al., "Online chemical modeling environment (OCHEM): web platform for data storage, model development and publishing of chemical information," Journal of Computer-Aided Molecular Design, vol.

    Article Title: AttenhERG: a reliable and interpretable graph neural network framework for predicting hERG channel blockers.
    Article Snippet: Sushko I et al (2011) Online chemical modeling environment (OCHEM): web platform for data storage, model development and publishing of chemical information.

    Article Title: Enhancing Transthyretin Binding Affinity Prediction with a Consensus Model: Insights from the Tox24 Challenge.
    Article Snippet: Chemosphere 2015, 139, 372−378. (9) Sushko, I.; Novotarskyi, S.; Körner, R.; Pandey, A. K.; Rupp, M.; Teetz, W.; Brandmaier, S.; Abdelaziz, A.; Prokopenko, V. V.; Tanchuk, V. Y.; et al. Online chemical modeling environment (OCHEM): web platform for data storage, model development and publishing of chemical information.

    Article Title: Be aware of overfitting by hyperparameter optimization!
    Article Snippet: Vorberg S, Tetko IV (2014) Modeling the biodegradability of chemical compounds using the online CHEmical Modeling Environment (OCHEM).

    Article Title: Pre-trained language models for protein and molecular design.
    Article Snippet: Pre-trained language models (PLMs) have recently emerged as a powerful tool, showcasing exceptional performance not just in natural language understanding but also in the realm of biological research.. The advantage of PLMs lies in their ability to leverage the structural similarity between biological sequences and natural language.. PLMs offer novel solutions for protein research and drug design applications.

    Generated:

    Article Title: Prediction of Respiratory Irritation and Respiratory Sensitization of Chemicals Using Structural Alerts and Machine Learning Modeling
    Article Snippet: .. After rigorous data curation and cleaning, structural alerts were generated using the SARpy package, and the classification models were developed using the publicly available Online Chemical Modeling Environment (OCHEM, https://ochem.eu ). ..



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