Artificial intelligence applications in the diagnosis and treatment of bacterial infections
X Zhang, D Zhang, X Zhang, X Zhang - Frontiers in Microbiology, 2024 - frontiersin.org
The diagnosis and treatment of bacterial infections in the medical and public health field in
the 21st century remain significantly challenging. Artificial Intelligence (AI) has emerged as a …
the 21st century remain significantly challenging. Artificial Intelligence (AI) has emerged as a …
Recent advances in the development of DprE1 inhibitors using AI/CADD approaches
K Chen, R Xu, X Hu, D Li, T Hou, Y Kang - Drug Discovery Today, 2024 - Elsevier
Tuberculosis (TB) is a global lethal disease caused by Mycobacterium tuberculosis (Mtb).
The flavoenzyme decaprenylphosphoryl-β-d-ribose 2′-oxidase (DprE1) plays a crucial part …
The flavoenzyme decaprenylphosphoryl-β-d-ribose 2′-oxidase (DprE1) plays a crucial part …
Comparing LD50/LC50 Machine Learning Models for Multiple Species
TR Lane, J Harris, F Urbina, S Ekins - ACS Chemical Health & …, 2023 - ACS Publications
The lethal dose or concentration which kills 50% of the animals (LD50 or LC50) is an
important parameter for scientists to understand the toxicity of chemicals in different …
important parameter for scientists to understand the toxicity of chemicals in different …
Deep learning approach to the discovery of novel bisbenzazole derivatives for antimicrobial effect
Because of the growing bacterial resistance to antibiotics, the discovery of new antibiotics is
critical. The search for new antimicrobial drugs that are effective in treating new and existing …
critical. The search for new antimicrobial drugs that are effective in treating new and existing …
High-Throughput Phenotypic Screening and Machine Learning Methods Enabled the Selection of Broad-Spectrum Low-Toxicity Antitrypanosomatidic Agents
P Linciano, A Quotadamo, R Luciani… - Journal of Medicinal …, 2023 - ACS Publications
Broad-spectrum anti-infective chemotherapy agents with activity against Trypanosomes,
Leishmania, and Mycobacterium tuberculosis species were identified from a high …
Leishmania, and Mycobacterium tuberculosis species were identified from a high …
Validation of acetylcholinesterase inhibition machine learning models for multiple species
PA Vignaux, TR Lane, F Urbina, J Gerlach… - Chemical research in …, 2023 - ACS Publications
Acetylcholinesterase (AChE) is an important enzyme and target for human therapeutics,
environmental safety, and global food supply. Inhibitors of this enzyme are also used for pest …
environmental safety, and global food supply. Inhibitors of this enzyme are also used for pest …
Near-Term Quantum Classification Algorithms Applied to Antimalarial Drug Discovery
Computational approaches are widely applied in drug discovery to explore properties
related to bioactivity, physiochemistry, and toxicology. Over at least the last 20 years, the …
related to bioactivity, physiochemistry, and toxicology. Over at least the last 20 years, the …
Sequential Contrastive and Deep Learning Models to Identify Selective Butyrylcholinesterase Inhibitors
MK Ozalp, PA Vignaux, AC Puhl, TR Lane… - Journal of Chemical …, 2024 - ACS Publications
Butyrylcholinesterase (BChE) is a target of interest in late-stage Alzheimer's Disease (AD)
where selective BChE inhibitors (BIs) may offer symptomatic treatment without the harsh …
where selective BChE inhibitors (BIs) may offer symptomatic treatment without the harsh …
Antiviral Evaluation of Dispirotripiperazines against Hepatitis B Virus
T Jones, JE Tavis, Q Li, O Riabova… - Journal of Medicinal …, 2023 - ACS Publications
Hepatitis B virus (HBV) is a hepatotropic DNA virus that replicates by reverse transcription. It
chronically infects> 296 million people worldwide, including∼ 850,000 in the USA, and kills …
chronically infects> 296 million people worldwide, including∼ 850,000 in the USA, and kills …
1-Sulfonyl-3-amino-1H-1,2,4-triazoles as Yellow Fever Virus Inhibitors: Synthesis and Structure–Activity Relationship
E Kazakova, TR Lane, T Jones, AC Puhl, O Riabova… - ACS …, 2023 - ACS Publications
Yellow fever virus (YFV) transmitted by infected mosquitoes causes an acute viral disease
for which there are no approved small-molecule therapeutics. Our recently developed …
for which there are no approved small-molecule therapeutics. Our recently developed …