Machine Learning News and Research

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Machine learning can increase effectiveness of drug repurposing for psychiatric disorders

Artificial intelligence can increase the effectiveness of drug repositioning or repurposing research, according to a study published in Translational Psychiatry.

4 Aug 2020

Newly discovered biomarkers predict response to immunotherapy in Type 1 diabetes

Scientists at UCL have discovered new biomarkers, which may identify those people with Type 1 diabetes who would benefit from the immunotherapy drug Abatacept, a finding which could eventually help thousands manage the disease more effectively.

From University College London 4 Aug 2020

Detecting rare circulating tumor cells

Metastasis - the development of tumor growth at a secondary site - is responsible for the majority of cancer-related deaths.

4 Aug 2020

Artificial intelligence-based process can help design novel proteins

Proteins are known to perform complex tasks and catalyze chemical reactions, making them crucial for cell survival.

27 Jul 2020

New technology can speed up drug development for tuberculosis

A novel technology that integrates machine learning and high-throughput imaging could accelerate drug discovery to fight tuberculosis (TB).

27 Jul 2020

Less invasive imaging system can improve cancer diagnosis

Cancer diagnosis requires a lengthy process of multiple analyses of tissue biopsies, impeding the quick and early detection of cancers.

From Osaka University 24 Jul 2020

Study shows how the immune system attacks harmful viruses and bacteria

A new study has revealed how immune cells migrate to the lymph nodes and help attack harmful viruses and bacteria.

23 Jul 2020

A mapping method to study different cell type changes in developing mouse brains

Penn State researchers have developed a new method for studying key moments in brain development. Yongsoo Kim, assistant professor of neural and behavioral sciences at Penn State College of Medicine, is using the method to understand how oxytocin receptor expression changes in normally developing mice and mouse models of autism spectrum disorder.

14 Jul 2020

Harvard neurobiologists provide new insights into the mystery of scent

The premiere of the movie Scent of Mystery in 1960 marked a singular event in the annals of cinema: the first, and last, motion picture debut "in glorious Smell-O-Vision."

3 Jul 2020

Cover Crops- Scaling Up a Key Sustainable Farming Practice

AZoLifeSciences speaks to agricultural scientists about their research into cover crops, and how this can help sustainable farming practices.

2 Jul 2020

Diagnosing Brain Tumors With A Blood Test

A highly sensitive blood test has been found to accurately diagnose and classify different types of brain tumors, resulting in more accurate diagnosis.

23 Jun 2020

Root Crop Growth Predicted With Drone Imagery

Root crops like cassava, carrots, and potatoes are notoriously good at hiding disease or deficiencies which might affect their growth.

22 Jun 2020

New machine learning model accurately predicts base editing outcomes

Gene editing technology is getting better and growing faster than ever before. New and improved base editors--an especially efficient and precise kind of genetic corrector--inch the tech closer to treating genetic diseases in humans.

15 Jun 2020

New research pairs spectroscopy with classic plant pathology diagnostics

Kaitlin (Katie) Gold is an assistant professor within the Plant Pathology and Plant-Microbe Biology section of the School of Integrative Plant Science at Cornell University. At her lab, the Grape Sensing, Pathology, and Extension Lab at Cornell AgriTech, she studies the fundamental and applied science of plant disease sensing.

11 Jun 2020

New minimally invasive method allows cells to be sampled over time

At any given moment, a variety of dynamic processes occur inside a cell, with many developing over time. Because current research methods for gene profiling or protein analysis destroy the cell, study is confined to just that one moment in time, and researchers are unable to return to the cell to examine how things change beyond that snapshot.

27 May 2020

Innovative tool to speed up the drug discovery process

A better understanding of the interaction between a molecule and the organism is important to consider its therapeutic potential.

21 May 2020

Researchers develop new AI model to bridge biology and chemistry

Insilico Medicine announces the publication of a new research paper titled "Molecular Generation for Desired Transcriptome Changes With Adversarial Autoencoders" in Frontiers in Pharmacology.

20 May 2020

The brain suppresses outside information during dreaming phase

Scientists from the CNRS and the ENS-PSL in France and Monash University in Australia have shown that the brain suppresses information from the outside world, such as the sound of a conversation, during the sleep phase linked to dreaming.

18 May 2020

AI accelerates drug discovery to fight COVID-19

A global race is underway to discover a vaccine, drug, or combination of treatments that can disrupt the SARS-CoV-2 virus, which causes the COVID-19 disease, and prevent widespread deaths.

24 Apr 2020

New database of 14,000 known macrolactones could aid future drug discovery

Researchers from North Carolina State University and Collaborations Pharmaceuticals have created a free-to-use database of 14,000 known macrolactones - large molecules used in drug development - which contains information about the molecular characteristics, chemical diversity and biological activities of this structural class.

22 Apr 2020