Machine Learning News and Research

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Sylph: A Fast and Accurate Tool for Species-Level Metagenome Profiling

Sylph's innovative approach to metagenome profiling delivers high accuracy and efficiency, advancing research in microbial diversity and disease associations.

21 Nov 2024

Unveiling the Clinical Significance of Microbial Load in Human Health

Scientists built a new machine-learning model to predict microbial load — the density of microorganisms in the guts — and used it to explain how microbial load plays an essential role in disease-microbiome relationships.

14 Nov 2024

Using Machine Learning to Understand Gene Interactions

By examining changes in gene expression, researchers gain insights into how cells operate at a molecular level, which can contribute to a better understanding of the onset of various diseases.

8 Nov 2024

New Weapon in the Fight Against Antimicrobial Resistance

According to the Centers for Disease Control and Prevention, waterborne illnesses cost the healthcare system more than $3 billion a year and impact more than seven million Americans. However, not everyone is affected in the same way.

7 Nov 2024

MIT Engineers Develop Model to Decode Complex Biological Systems

Over the past two decades, new technologies have helped scientists generate a vast amount of biological data. Large-scale experiments in genomics, transcriptomics, proteomics, and cytometry can produce enormous quantities of data from a given cellular or multicellular system.

6 Nov 2024

AI and Bioinformatics Reveal Genes Linked to Rheumatoid Arthritis and Osteoporosis

Rheumatoid arthritis is a common disease affecting an estimated 17 million people worldwide. The disease is caused by immune cells attacking the joints and can result in pain, swelling, and damage to the cartilage and bone.

6 Nov 2024

A New Statistical Method to Mitigate AI Bias in Genetic Research

Researchers at the University of Wisconsin–Madison are cautioning that the growing use of artificial intelligence techniques in genetics and medicine may result in incorrect inferences regarding the relationship between genes and physical traits, such as risk factors for diseases like diabetes.

5 Nov 2024

Monoclonal Antibody Market Set to Triple by 2033, Revolutionizing Disease Treatment

Recent advancements in monoclonal antibody engineering are reshaping disease treatment, focusing on safety, effectiveness, and addressing current medical needs.

28 Oct 2024

AI Model Predicts Active Ingredients with Dual Target Properties

Researchers from the University of Bonn have trained an AI process to predict potential active ingredients with special properties.

25 Oct 2024

Artificial Intelligence Designs Novel DNA Elements for Precise Gene Control

Using artificial intelligence, scientists at Yale University, the Broad Institute of MIT and Harvard, and The Jackson Laboratory have created thousands of novel DNA switches that can precisely regulate a gene's expression in many cell types.

24 Oct 2024

DeepUrfold: A New AI Model Uncovers Hidden Protein Relationships and Redefines Fold Space

This study introduces DeepUrfold, a deep learning model that uncovers subtle structural links between proteins, advancing the field of protein evolution.

21 Oct 2024

Study Reveals Bait-and-Switch Tactics in Mouse Aggression

A research group led by Joshua Neunuebel at the University of Delaware, USA, tracked the behavior of mice using machine learning to understand how they handle aggressive behavior from other mice.

17 Oct 2024

Study Unlocks Mechanisms Behind Nucleosome Arrays Using Signal Theory and Machine Learning

Findings show that machine learning can accurately predict nucleosome positions, emphasizing the relationship between nucleosome architecture and gene activity.

17 Oct 2024

Advanced Model Predicts Nucleosome Positions with High Precision

DNA-;the molecule that carries the genetic information of all living organisms-;is packaged within cells in a complex manner that allows it to function efficiently.

15 Oct 2024

AI Uncovers Over 160000 New RNA Virus Species

Artificial intelligence (AI) has been used to reveal details of a diverse and fundamental branch of life living right under our feet and in every corner of the globe.

10 Oct 2024

New Approach Aims to Enhance CRISPR Safety and Precision

CRISPR is a revolutionary tool that allows scientists to precisely modify the genome and gene expression of cells in any organism.

8 Oct 2024

New AI Tool Revolutionizes Prediction of Rare Genetic Variant Effects

Whether we are predisposed to particular diseases depends to a large extent on the countless variants in our genome.

26 Sep 2024

Genome-Scale Analysis Reveals Cholera's Evolution

The genetic components that make the cholera-causing bacterium so lethal have been identified by experts using a state-of-the-art computational method, and this information may be crucial to averting the terrible illness.

24 Sep 2024

CHIEF Model Transforms Cancer Evaluation with Enhanced Generalizability Across Diverse Histopathology Samples

The CHIEF model revolutionizes cancer diagnosis, leveraging histopathological imaging to predict tumor origins and survival outcomes with exceptional accuracy.

16 Sep 2024

Innovative Computational Tool Analyzes Gut Microbiome for Early Health Insights

A team of Mayo Clinic researchers has developed a unique computational tool that analyzes the gut microbiome, a complex ecosystem of trillions of bacteria, fungi, viruses, and other microorganisms within the digestive system, to provide insights about general well-being.

5 Sep 2024