Delighted to share our manuscript on "Machine Learning Models to Accelerate the Design of Polymeric Long-Acting Injectables" now posted on @ChemRxiv. Please read and share feedback. Collaboration with @A_Aspuru_Guzik and made possible by @acceleration_c. https://t.co/H3OqXGacGW https://t.co/XARj1xXVst
Machine learning models to accelerate the design of polymeric long-acting injectables.
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Apr 2022 – Apr 2023Where it's discussed
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What people are saying
Several posts describe the article’s topic as a promising application of machine learning in drug development, using words like 'accelerate' and 'design' to suggest innovation. The tone is generally positive and curious, but many posts are retweets or brief mentions, which indicates moderate interest without deep exploration. This pattern reflects recognition of the research’s importance but limited detailed engagement.
The posts generally acknowledge the significance of applying machine learning to improve drug formulation, with some expressing enthusiasm and support for the research.
Many discussions highlight curiosity or recognition of the topic's relevance, emphasizing how machine learning could revolutionize pharmaceutical design.
Despite frequent mentions, the posts tend to be retweets or brief acknowledgments, indicating moderate engagement rather than deep analysis.
While some discussions note potential benefits, most posts suggest the research could have meaningful influence without explicitly demonstrating it.
Abstract in brief
- *Using polymer materials in these formulations allows for diverse drug properties, but predicting their performance is complex due to various interacting factors.
- *The study shows that machine learning can predict drug release from these systems and aid in designing new formulations, potentially reducing development time and costs.
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Most liked on X and BlueskyMachine Learning Models to Accelerate the Design of Polymeric Long-Acting Injectables #machinelearning https://t.co/Gg4ycSVtLa
Machine Learning Models to Accelerate the Design of Polymeric Long-Acting Injectables #machinelearning https://t.co/NbyxFdzrCB
Machine learning models to accelerate the design of polymeric long-acting injectables #machinelearning https://t.co/cbQ28HhIeF
Machine Learning Models to Accelerate the Design of Polymeric Long-Acting Injectables https://t.co/p86gJnKs8Z
RT @ChristineAllenW: Delighted to share our manuscript on "Machine Learning Models to Accelerate the Design of Polymeric Long-Acting Inject…
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Machine Learning for Designing Polymeric Long-Acting Injectables
Long-acting injectables are vital for chronic disease treatment, enhancing efficacy and patient adherence. This study demonstrates how machine learning predicts drug release and supports formulation design, potentially…
RT @PharmaExcipient: Machine learning models to accelerate the design of polymeric long-acting injectables https://t.co/LmkXTwWgec #excipie…
Machine learning models to accelerate the design of polymeric long-acting injectables https://t.co/LmkXTwWgec #excipients #pharmaceutical #formulation https://t.co/2sLHUrbD36
" This is Retweet by my automation system " " This is Retweet by my automation system " " This is Retweet by my automation system " RT manisaheb: " This is Retweet by my automation system " Machine learning models to accelerate the design of polymeric long-acting inject…
RT @manisaheb: " This is Retweet by my automation system " " This is Retweet by my automation system " RT manisaheb: " This is Retweet by m…
RT @manisaheb: " This is Retweet by my automation system " " This is Retweet by my automation system " " This is Retweet by my automation s…
" This is Retweet by my automation system " " This is Retweet by my automation system " RT manisaheb: " This is Retweet by my automation system " Machine learning models to accelerate the design of polymeric long-acting inject…
" This is Retweet by my automation system " " This is Retweet by my automation system " " This is Retweet by my automation system " Machine learning models to accelerate the design of polymeric long-acting injectables https://t.co/EjcUy8Dd5N
" This is Retweet by my automation system " RT manisaheb: " This is Retweet by my automation system " Machine learning models to accelerate the design of polymeric long-acting inject…
" This is Retweet by my automation system " " This is Retweet by my automation system " Machine learning models to accelerate the design of polymeric long-acting injectables https://t.co/EjcUy8Dd5N
RT @manisaheb: " This is Retweet by my automation system " Machine learning models to accelerate the design of polymeric long-acting inject…
" This is Retweet by my automation system " Machine learning models to accelerate the design of polymeric long-acting injectables https://t.co/EjcUy8Dd5N
Machine learning models to accelerate the design of polymeric long-acting injectables https://t.co/aHYiYCP1hR
Machine learning models to accelerate the design of polymeric long-acting injectables https://t.co/FjgOBxSfNV
Machine learning models to accelerate the design of polymeric long-acting injectables: The use of polymer materials in a drug formulation strategy can offer unparalleled diversity owing to the ability to synthesize materials with a wide range of propertie…https://t.co/0bfa3eWz20
Machine learning models to accelerate the design of polymeric long-acting injectables | Nature Communications https://t.co/7NIg0UXFV0
Machine learning models to accelerate the design of polymeric long-acting injectables #machinelearning https://t.co/cbQ28HhIeF
RT @ML_Chem: Machine Learning Models to Accelerate the Design of Polymeric Long-Acting Injectables #machinelearning https://t.co/NbyxFdzrCB
Machine Learning Models to Accelerate the Design of Polymeric Long-Acting Injectables #machinelearning https://t.co/NbyxFdzrCB
Machine Learning Models to Accelerate the Design of Polymeric Long-Acting Injectables https://t.co/J6csmvNsbu
RT @ChristineAllenW: Delighted to share our manuscript on "Machine Learning Models to Accelerate the Design of Polymeric Long-Acting Inject…
RT @ChristineAllenW: Delighted to share our manuscript on "Machine Learning Models to Accelerate the Design of Polymeric Long-Acting Inject…
RT @ChristineAllenW: Delighted to share our manuscript on "Machine Learning Models to Accelerate the Design of Polymeric Long-Acting Inject…
RT @ChristineAllenW: Delighted to share our manuscript on "Machine Learning Models to Accelerate the Design of Polymeric Long-Acting Inject…
RT @ChristineAllenW: Delighted to share our manuscript on "Machine Learning Models to Accelerate the Design of Polymeric Long-Acting Inject…
RT @ChristineAllenW: Delighted to share our manuscript on "Machine Learning Models to Accelerate the Design of Polymeric Long-Acting Inject…
Delighted to share our manuscript on "Machine Learning Models to Accelerate the Design of Polymeric Long-Acting Injectables" now posted on @ChemRxiv. Please read and share feedback. Collaboration with @A_Aspuru_Guzik and made possible by @acceleration_c. https://t.co/H3OqXGacGW https://t.co/XARj1xXVst
Machine Learning Models to Accelerate the Design of Polymeric Long-Acting Injectables #machinelearning https://t.co/Gg4ycSVtLa
Machine Learning Models to Accelerate the Design of Polymeric Long-Acting Injectables https://t.co/p86gJnKs8Z