Machine Learning News and Research

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New study reveals how genes switch on and off in human cells

An international group of scientists has made a significant advancement in their understanding of the regulation of gene expression throughout the human genome.

17 Jan 2025

EMBL and ELLIS Forge Strategic Partnership to Advance AI in Life Sciences

A new collaborative agreement aims to help position Europe at the forefront of AI-driven advancements in life sciences research.

15 Jan 2025

UK Biobank to Study Protein Changes Across 600,000 Samples

UK Biobank has today announced the launch of the world's most comprehensive study of the proteins circulating in our bodies, which will transform the study of diseases and their treatments.

10 Jan 2025

Scalable Approach to Uncover Biological Discoveries from Single-Cell Data

To comprehend how even the smallest details affect human biology, researchers have compiled enormous single-cell gene expression databases.

9 Jan 2025

Researchers Uncover Genetic and Environmental Interplay in Bacterial Growth

Genetic and environmental factors influence cell growth. Although previous studies have evaluated the influence of these factors on growth, conducting studies that assess such factors in a cross-talk manner is necessary.

8 Jan 2025

AI Tool for Accelerating Biological Discovery

Brian Hie leads the Laboratory of Evolutionary Design at Stanford, focusing on the intersection of artificial intelligence and biology.

5 Dec 2024

New Biogel Test Detects Bacteria Through Simple Color Change

A novel new test for bacteria in fluids makes it as easy as observing a color change to confirm the presence of disease-causing pathogens, promising much easier diagnostic tests and greater food safety.

28 Nov 2024

Redefining plant monitoring with innovative tactile sensor technology

In a recent article, researchers present an iontronic tactile sensory system combined with machine learning, enabling accurate classification of plant species and growth stages for precision agriculture.

26 Nov 2024

Cell Shape and Surface Stiffness Drive Distinct Migratory Behaviors in Ovarian Cancer Cells

The spread of tumor from the primary cancer site to distant organs, called metastasis, has puzzled scientists for many years – they are only now beginning to pinpoint triggers and mechanisms that drive this process.

25 Nov 2024

Human Cell Atlas Consortium Makes Major Progress in Understanding the Human Body

Researchers with the global Human Cell Atlas (HCA) consortium report significant progress in their quest for a better understanding of the cells of the human body in health and disease, with the publication today (20 November) of a Collection of more than 40 peer-reviewed papers in Nature and other Nature Portfolio journals.

22 Nov 2024

Gradient Descent Approach to Optimizing AlphaFold2 Protein Predictions

Proteins are essential to human bodies as building blocks, transport systems, enzymes, and antibodies.

22 Nov 2024

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