Machine Learning News and Research

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The Influence of 'Silent' Mutations on Genetic Disorders

Genetic disorders -; like cystic fibrosis and Huntington's disease -; are considered incurable, with gene mutations occurring in essentially every cell of the body.

29 Aug 2024

NIR Spectroscopy Offers a New Frontier in Crop Analysis

In the agricultural and food industry, determining the chemical composition of raw materials is important for production efficiency, application, and price. Traditional laboratory testing is time-consuming, complicated, and expensive. New research from the University of Illinois Urbana-Champaign demonstrates that near-infrared (NIR) spectroscopy and machine learning can provide quick, accurate, and cost-effective product analysis.

28 Aug 2024

UChicago Team Secures $7.4 Million Grant to Study Cellular Adaptation

Cells use a variety of processes to adapt to changes and stressors in their environment, like increased temperature.

21 Aug 2024

Ancient Viral Remnants Serve as Accurate Aging Clock

DNA markers linked to retroelements - remaining pieces of ancient viral genetic material - in human genes have been found by researchers at Weill Cornell Medicine and the epigenetics startup TruDiagnostic.

20 Aug 2024

Study Uncovers Biomarkers for Low Muscle Mass, Offering Insights for Personalized Prevention

Machine learning models to analyze computed tomography (CT) images of the chest and a proteomics approach to determine blood protein biomarkers.

15 Aug 2024

Scientists Develop AI-Powered Tool to Optimize Gene Delivery

Gene therapy could potentially cure genetic diseases but it remains a challenge to package and deliver new genes to specific cells safely and effectively. Existing methods of engineering one of the most commonly used gene-delivery vehicles, adeno-associated viruses (AAV), are often slow and inefficient.

9 Aug 2024

Breakthrough Study Reveals Role of Tissue-Resident Memory T Cells in Lung Cancer Prognosis

An extensive analytical study performed at the Terasaki Institute and published in Frontiers in Immunology highlights the crucial role of tissue-resident memory T cells and how they influence the immune environment of patients with non-small cell lung cancer and their overall prognosis.

1 Aug 2024

Machine Learning and Infrared Light Unlock Health Insights

Researchers at Ludwig-Maximilians-Universität München (LMU) and the Max Planck Institute of Quantum Optics (MPQ), in collaboration with Helmholtz Zentrum München, are pioneering a new approach to health screening.

22 Jul 2024

Artificial Intelligence Drives Breakthroughs in Drug Discovery, Reducing Costs and Timelines

Researchers discussed using deep generative AI models and their diverse algorithms in de novo drug design.

12 Jul 2024

Harnessing Proteomics For Food Safety: Allergen Profiling and Food Authenticity Verification

The proteomics-based strategies used to profile food allergies and authenticate food products.

10 Jul 2024

AI Uncovers Cancer Drivers in Non-Coding DNA

Researchers at the Garvan Institute have discovered putative drivers of cancer concealed in so-called "junk" DNA regions, creating opportunities for novel approaches to diagnosis and treatment using artificial intelligence.

3 Jul 2024

Are Advances in AI Technology Transforming Immunohistochemistry Analysis in Pathology?

The platforms and AI-based programs that are being used to analyze immunohistochemical markers and interpret the results.

3 Jul 2024

PepFlow: Deep-Learning Model Unveils Multi-Conformational Peptide Structures

Researchers at the University of Toronto have developed a deep-learning model, called PepFlow, that can predict all possible shapes of peptides – chains of amino acids that are shorter than proteins, but perform similar biological functions.

1 Jul 2024

Fruit Fly Motor Circuitry Revealed Through Advanced Mapping Techniques

Work is underway on a wiring diagram of the motor circuits in the central nervous system that control muscles in fruit flies.

27 Jun 2024

Novel protein biomarker panel can detect Parkinson's disease in early stages using blood samples

A team of researchers used multiplexed mass spectrometry data and a machine learning model to identify biomarkers that can predict Parkinson’s disease.

27 Jun 2024

Researchers Develop New Way to Simulate Personalized, Microbiome-Mediated Diet Responses

Short-chain fatty acids (SCFAs) are beneficial molecules created by the bacteria residing in our gut that are closely tied to improved host metabolism, lower systemic inflammation, better cardiovascular health, lower cancer risk, and more.

25 Jun 2024

AI-Based Approach Revolutionizes Protein Interaction Prediction

Proteins are the building blocks of life, involved in virtually every biological process.

25 Jun 2024

Tabulae Paralytica: Mapping Cellular Dynamics in Spinal Cord Injuries

Scientists at EPFL have achieved a significant research milestone in the field of spinal cord injuries-;mapping out the cellular and molecular dynamics of paralysis in unprecedented detail with their open-source project 'Tabulae Paralytica'.

20 Jun 2024

Multimodal Imaging Reveals Heterogeneity in Amyloid Plaques

Alzheimer's disease (AD), which affects millions of people globally, is still one of the most difficult and common neurodegenerative conditions.

19 Jun 2024

AI Uncovers Rare Mutations with Major Impact on Heart Health

Researchers at the Icahn School of Medicine at Mount Sinai have discovered unusual coding variants in 17 genes that provide insight into the molecular causes of coronary artery disease (CAD), the world's leading cause of morbidity and mortality.

12 Jun 2024