Deep learning tools to accelerate antibiotic discovery

A Cesaro, M Bagheri, M Torres, F Wan… - Expert Opinion on …, 2023 - Taylor & Francis
Introduction As machine learning (ML) and artificial intelligence (AI) expand to many
segments of our society, they are increasingly being used for drug discovery. Recent deep …

Oral delivery of biomacromolecules by overcoming biological barriers in the gastrointestinal tract: an update

S Liu, X Wen, X Zhang, S Mao - Expert opinion on drug delivery, 2023 - Taylor & Francis
Introduction Biomacromolecules have proven to be an attractive choice for treating diseases
due to their properties of strong specificity, high efficiency, and low toxicity. Besides greatly …

[HTML][HTML] The role of artificial intelligence in generating original scientific research

M Elbadawi, H Li, AW Basit, S Gaisford - International Journal of …, 2024 - Elsevier
Artificial intelligence (AI) is a revolutionary technology that is finding wide application across
numerous sectors. Large language models (LLMs) are an emerging subset technology of AI …

Artificial intelligence generates novel 3D printing formulations

M Elbadawi, H Li, S Sun, ME Alkahtani, AW Basit… - Applied Materials …, 2024 - Elsevier
Abstract Formulation development is a critical step in the development of medicines. The
process requires human creativity, ingenuity and in-depth knowledge of formulation …

Machine learning for antimicrobial peptide identification and design

F Wan, F Wong, JJ Collins… - Nature Reviews …, 2024 - nature.com
Artificial intelligence (AI) and machine learning (ML) models are being deployed in many
domains of society and have recently reached the field of drug discovery. Given the …

[HTML][HTML] Solidification and oral delivery of biologics to the colon-a review

KT Kopp, L Saerens, J Voorspoels… - European Journal of …, 2023 - Elsevier
The oral delivery of biologics such as therapeutic proteins, peptides and oligonucleotides for
the treatment of colon related diseases has been the focus of increasing attention over the …

Deep learning for advancing peptide drug development: Tools and methods in structure prediction and design

X Wu, H Lin, R Bai, H Duan - European Journal of Medicinal Chemistry, 2024 - Elsevier
Peptides can bind challenging disease targets with high affinity and specificity, offering
enormous opportunities for addressing unmet medical needs. However, peptides' unique …

Impact of Peptide Structure on Colonic Stability and Tissue Permeability

F Taherali, N Chouhan, F Wang, S Lavielle, M Baran… - Pharmaceutics, 2023 - mdpi.com
Most marketed peptide drugs are administered parenterally due to their inherent
gastrointestinal (GI) instability and poor permeability across the GI epithelium. Several …

Colon Drug Delivery Systems Based on Swellable and Microbially Degradable High-Methoxyl Pectin: Coating Process and In Vitro Performance

S Moutaharrik, L Palugan, M Cerea, G Meroni… - Pharmaceutics, 2024 - mdpi.com
Oral colon delivery systems based on a dual targeting strategy, harnessing time-and
microbiota-dependent release mechanisms, were designed in the form of a drug-containing …

AI-Driven Decision-Making Applications in Pharmaceutical Sciences

B Yingngam, A Navabhatra… - Using Traditional Design …, 2024 - igi-global.com
This chapter explores AI's influence on pharmaceutical sciences, highlighting its
enhancement of traditional design methodologies. It explores AI's transformational role in …