Machine Learning News and Research

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Fires hamper Northern forests’ ability to capture and store atmospheric carbon

New research indicates that the computer-based models currently used to simulate how Earth's climate will change in the future underestimate the impact that forest fires and drying climate are having on the world's northernmost forests, which make up the largest forest biome on the planet.

30 Apr 2021

New AI model predicts targets for previously unmapped T cells against coronavirus

A research team has created an AI technique that can bind immune cells to their targets and uncouple the types of white blood cells that identify SARS-CoV-2.

26 Apr 2021

National DNA Day 2021: An Interview with Professor George Church

In celebration of National DNA Day, AZoLifeSciences interviews renowned DNA expert Professor George Church about his life-long career in DNA research.

From Harvard Medical School 23 Apr 2021

Researchers use single-cell RNA sequencing to study the development of leaves

How do we become a complex, integrated multicellular organism from a single cell? While developmental biologists have long researched this fundamental question, Stanford University biologist and HHMI investigator Dominique Bergmann's recent work on the plant Arabidopsis thaliana has uncovered surprising answers.

6 Apr 2021

Smart data helps food producers to yield reliable business forecasts

Food production is a complex process involving the careful monitoring and management of raw materials, supply chains, market prices and much more besides.

26 Mar 2021

New technique based on AI can automate and streamline seed quality analysis

In Brazil, researchers affiliated with the Center for Nuclear Energy in Agriculture (CENA) and the Luiz de Queiroz College of Agriculture (ESALQ), both part of the University of São Paulo (USP), have developed a methodology based on artificial intelligence to automate and streamline seed quality analysis, a process required by law and currently done manually by analysts accredited with the Ministry of Agriculture.

22 Mar 2021

Scientists find a better way to identify cells and understand disease mechanisms

In researching the causes and potential treatments for degenerative conditions such as Alzheimer's or Parkinson's disease, neuroscientists frequently struggle to accurately identify cells needed to understand brain activity that gives rise to behavior changes such as declining memory or impaired balance and tremors.

18 Mar 2021

New machine learning method detects the pH of a cell to identify whether it is cancerous

Cancerous cells differ from healthy cells in various significant ways. This helps identify them as harmful.

17 Mar 2021

Amazing possibilities of using artificial intelligence in pathology

Artificial intelligence can already scan images of the eye to assess patients for diabetic retinopathy, a leading cause of vision loss, and to find evidence of strokes on brain CT scans.

9 Mar 2021

Bioinformatics approach accurately tracks the origin of synthetic genetic code

Monitoring the origin of the synthetic genetic code has not been easy, but it can be performed via bioinformatics or deep-learning computational techniques.

1 Mar 2021

New method to track how yellow fever mosquito moves through environment

The yellow fever mosquito (Aedes aegypti) is the main vector of deadly diseases like dengue fever, chikungunya, and the Zika virus, which result in hundreds of thousands of deaths worldwide each year.

25 Feb 2021

Genes inherited from parents are responsible for severe COVID-19

For the first time, scientists have discovered the genetic predisposition of severe COVID-19 disease.

24 Feb 2021

Machine learning algorithm helps differentiate benign and premalignant colorectal polyps

A machine learning algorithm helps accurately differentiate benign and premalignant colorectal polyps on CT colonography scans, according to a study published in the journal Radiology.

24 Feb 2021

New tool helps decode the language used by cells

A new tool developed by an multidisciplinary team of mathematicians and biologists from the University of California, Irvine could help decode the language used by cells to interact with each other.

22 Feb 2021

Machine learning approach to identify drugs that could be repurposed to fight Covid-19

When the Covid-19 pandemic struck in early 2020, doctors and researchers rushed to find effective treatments.

16 Feb 2021

New AI-based method produces new diversity of AAV capsids for optimized gene therapy

Dyno Therapeutics has demonstrated the use of AI to created an unparalleled range of adeno-associated virus capsids that can evade the immune system.

15 Feb 2021

Machine learning techniques help create real genomes for imaginary humans

Thanks to innovative algorithms and developments in computer technology, machines can currently learn complicated structures and even produce high-quality synthetic data, like photo-realistic images as well as resumes of fictional human beings.

9 Feb 2021

AI analyzes tissue scans to identify cancer patients at risk of hyperprogressive disease

Researchers at Case Western Reserve University, using artificial intelligence (AI) to analyze simple tissue scans, say they have discovered biomarkers that could tell doctors which lung cancer patients might actually get worse from immunotherapy.

5 Feb 2021

Study shows how AFV3-109 protein with slipknot structure folds and unfolds based on temperature

Scientists from the Pacific Quantum Center of Far Eastern Federal University (FEFU) figured out how the AFV3-109 protein with slipknot structure folds and unfolds depending on temperature. The protein is typical for the viruses of the oldest single-celled organisms that can survive in the extreme conditions of underwater volcanic sources - archaea. The research outcome appears in PLOS ONE.

15 Jan 2021

New deep neural network predicts transcription factors from protein sequences

A collaborative team of researchers have developed a deep neural network called DeepTFactor that predicts transcription factors from protein sequences.

8 Jan 2021