Machine Learning News and Research

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Insilico announces new multimodal transformer-based aging clock for processing diverse data sets

Clinical stage generative artificial intelligence (AI)-driven drug discovery company Insilico Medicine ("Insilico") has announced a new multimodal transformer-based aging clock that is capable of processing diverse data sets and providing insights into biomarkers for aging, mapping them to genes relevant to both aging and disease, and discovering new therapeutic targets designed to slow or reverse both aging and aging-related diseases.

15 Jun 2023

Reinforcement learning significantly outperforms commercial blood glucose controllers

The same type of machine learning methods used to pilot self-driving cars and beat top chess players could help type-1 diabetes sufferers keep their blood glucose levels in a safe range.

15 Jun 2023

Deep learning models could be crucial in battling the monkeypox virus

Researchers developed a machine-learning-based detection tool to detect mpox.

14 Jun 2023

Accepting artificial intelligence: barriers and facilitators influencing healthcare professionals' acceptance of AI in the hospital setting

Researchers investigated the factors that hinder or promote healthcare professionals' acceptance of artificial intelligence (AI) in hospitals.

13 Jun 2023

What does a chatbot know about eating disorders? Users of a help line are about to find out

For more than 20 years, the National Eating Disorders Association has operated a phone line and online platform for people seeking help for anorexia, bulimia, and other eating disorders. Last year, nearly 70,000 individuals used the help line.

12 Jun 2023

Scientists use machine learning to unveil new predictors of post-menopausal breast cancer

Researchers identify five novel correlations with post-menopausal breast cancer including urine biomarkers, blood counts, and blood biochemistry.

11 Jun 2023

Researchers create first integrated single-cell atlas of the human lung

The largest and most comprehensive cell map of the human lung is announced in Nature Medicine today (8 June). Revealing the great diversity of cell types in the lung and key differences between health and disease, the Human Lung Cell Atlas will be a valuable resource for lung researchers.

10 Jun 2023

Combining blood biomarkers with genomics could provide useful information about disease risk

Being to identify people at high risk of chronic disease means that they can be targeted with prevention measures before they become sick.

9 Jun 2023

Scientists determine the atomic-level structure of a zinc-transporter protein

Scientists at the U.S. Department of Energy's (DOE) Brookhaven National Laboratory have determined the atomic-level structure of a zinc-transporter protein, a molecular machine that regulates levels of this crucial trace metal micronutrient inside cells.

9 Jun 2023

MIS-C in children: A distinct autoimmune response to COVID-19 unveiled

The study reveals that MIS-C patients, post SARS-CoV-2 infection, develop a unique immune response against the virus' N protein, indicating a cross-reactivity with the self-protein SNX8, which might link the infection to the ensuing inflammatory syndrome.

8 Jun 2023

Insilico Medicine nominates pan-TEAD inhibitor as a potential solution for drug resistance in solid tumor patients

Insilico Medicine, a generative artificial intelligence (AI)-driven clinical-stage drug discovery company, today announced the nomination of ISM6331, a potential best-in-class pan-TEAD inhibitor, as a preclinical candidate compound (PCC) generated by Chemistry42, its proprietary generative chemistry-driven molecule design engine, targeting the Hippo pathway for the treatment of advanced solid tumors.

8 Jun 2023

An overview of the relationship between the exposome and cardiovascular health

Researchers discussed the association between cardiovascular health and the exposome.

8 Jun 2023

Electronic health records identified as hidden source of bias impacting clinical trials

Results of clinical trials are only as good as the data upon which they rest. This is especially true in terms of diversity -; if most people in a trial are from a certain race or socioeconomic group, then the results may not be broadly applicable.

7 Jun 2023

How do antibiotics affect the ecology of the gut microbiome?

Each person's gut microbiome contains a specific community of microorganisms that normally remains stable for years. However, it can be thrown off balance by factors such as dietary changes, infections or medications. Antibiotics in particular have a strong influence on the microbiome. In response, microorganisms employ various resistance mechanisms, with individual bacterial populations evolving through selection of antibiotic-resistant variants. Yet, the extent and mechanisms of these processes and their impact on the ecology of the microbial community are poorly understood.

7 Jun 2023

New deep learning model lays the foundation for specialized diagnostic models

Mount Sinai researchers have developed an innovative artificial intelligence (AI) model for electrocardiogram (ECG) analysis that allows for the interpretation of ECGs as language. This approach can enhance the accuracy and effectiveness of ECG-related diagnoses, especially for cardiac conditions where limited data is available on which to train.

7 Jun 2023

New strategy to grow and measure how tumor organoids respond to therapy

Scientists from the UCLA Jonsson Comprehensive Cancer Center have developed a new method to bioprint miniature tumor organoids that are designed to mimic the function and architecture of real tumors. The improved process allows researchers to use an advanced imaging method to study and analyze individual organoids in great detail, which can help researchers identify personalized treatments for people with rare or hard-to-treat cancers.

7 Jun 2023

Machine Learning News and Research

Insilico announces new multimodal transformer-based aging clock for processing diverse data sets

Reinforcement learning significantly outperforms commercial blood glucose controllers

Deep learning models could be crucial in battling the monkeypox virus

Accepting artificial intelligence: barriers and facilitators influencing healthcare professionals' acceptance of AI in the hospital setting

What does a chatbot know about eating disorders? Users of a help line are about to find out

Scientists use machine learning to unveil new predictors of post-menopausal breast cancer

Researchers create first integrated single-cell atlas of the human lung

Combining blood biomarkers with genomics could provide useful information about disease risk

Scientists determine the atomic-level structure of a zinc-transporter protein

MIS-C in children: A distinct autoimmune response to COVID-19 unveiled

Insilico Medicine nominates pan-TEAD inhibitor as a potential solution for drug resistance in solid tumor patients

An overview of the relationship between the exposome and cardiovascular health

Electronic health records identified as hidden source of bias impacting clinical trials

How do antibiotics affect the ecology of the gut microbiome?

New deep learning model lays the foundation for specialized diagnostic models

New strategy to grow and measure how tumor organoids respond to therapy

Prenatal COVID boosts protective power of breast milk

Is there radiographic evidence of premature brain aging in individuals with type 1 diabetes?

Efficient machine learning pipeline predicts the location of nanoscale interactions

Scientists develop AI-based method to visualize and track changes in the strength of synapses

AI In Healthcare eBook

Expanding research and clinical options for children with cancer

Examining how pain could play a direct protective role in the gut

From Puberty to Menopause: Clue’s CEO, Audrey Tsang on the Power of Femtech

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