Machine Learning News and Research

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“Deep fake” protein created with AI to tackle water pollutants

If text-based artificial intelligence image generator like Craiyon or DALL-E has ever been used, it would lead to the knowledge of lifelike, yet entirely, synthetic visuals that AI tools produce.

21 Oct 2022

Applying machine learning to define significant immune cells

The method correctly categorizes macrophage states, which is crucial since these cells can alter their behavior and function as either pro- or anti-inflammatory agents during an immune response.

20 Oct 2022

Machine learning can predict the biological properties of Earth's most abundant enzyme

A Newcastle University study has for the first time shown that machine learning can predict the biological properties of the most abundant enzyme on Earth - Rubisco.

From Newcastle University 3 Oct 2022

Rutgers researchers seek to develop technology for protein editing

Rutgers researchers are seeking to develop the technology to modify or "edit" protein molecules in the body-;an advance that could spur major breakthroughs in human health.

From Rutgers University 26 Sep 2022

Researchers claim AI could produce protein molecules

Machine learning has completely changed protein structure prediction over the past two years. A comparable revolution in protein design is now described in three studies published in Science.

16 Sep 2022

Unique combination of transcription factors trigger cell regeneration in zebrafish

Scientists at the National Institutes of Health have identified a particular protein network required for cell regeneration to restore hearing in zebrafish.

From National Human Genome Research Institute (NHGRI) 15 Sep 2022

Cedars-Sinai builds bio-realistic and intricate computer models of brain cells

Researchers at Cedars-Sinai have produced an unprecedented number of bio-realistic and intricate computer models of individual brain cells.

11 Aug 2022

Researchers identify key molecular differences between initial and metastatic tumors

Researchers at Johns Hopkins Medicine claim to have discovered significant molecular variations between cancer cells that adhere to an initial tumor and those that spread out to develop distant tumors while researching the fatal form of breast cancer known as triple negative.

9 Aug 2022

Researchers propose a solution to delayed molecular diagnosis and therapy in childhood genetic diseases

Rady Children’s Institute for Genomic Medicine (RCIGM®) recently announced the publication in Nature Communications of research that describes and examines the efficiency of Genome-to-Treatment (GTRxTM), a computer-controlled, virtual disease management system that combines a quick Whole Genome Sequencing (rWGS®) diagnosis accomplished in 13.5 hours with a custom lab management information system and analysis pipeline.

28 Jul 2022

Membrane-based separation method for milking molecules from cultured microbes

A sustainable chemical separation method that uses membranes, microalgae and artificial intelligence has been developed by a team drawn from different KAUST groups whose members have diverse specialties in bioengineering, membranes and water reuse and recycling.

26 Jul 2022

High-throughput, model-guided approach for rationally tuning site-specific recombination reaction

Researchers from the University of Minnesota Twin Cities have, for the first time, created a novel tool to predict and customize the rate of a particular kind of DNA editing known as “site-specific recombination.”

22 Jul 2022

New research shows protein movements play an important role in their ability to function

Researchers at Johns Hopkins Medicine have reported that they have interrogated the atomic structure of proteins, adding to proof that the wobbles, shakes, and quivers of proteins play an important role in their ability to operate.

18 Jul 2022

Challenges in Drug Discovery; Where are we now, and where are we going?

As part of our SLAS Europe 2022 coverage, we speak to Steve Rees, Vice-President of Discovery Biology at AstraZeneca, about the challenges currently faced by the drug discovery sector.

From Society for Laboratory Automation and Screening (SLAS) 8 Jul 2022

Researchers examine ancient microbes to find life beyond earth

Researchers have reproduced what life was like for some of the oldest species on Earth using light-capturing proteins found in living microorganisms. These initiatives may enable everyone to spot life in distant worlds, whose atmospheres mirror the pre-oxygen planet more closely.

1 Jul 2022

Trace Genomics joins Phytobiomes Alliance as a sponsoring partner

The International Alliance for Phytobiomes Research is pleased to announce that Trace Genomics has joined the organization as a sponsoring partner.

29 Jun 2022

Monitoring Coral Reef Restoration with Artificial Intelligence

AZoLifeSciences talks to Ben Williams about his research recording the acoustics of coral reefs and using machine learning to monitor coral reef restoration.

From University College London 28 Jun 2022

Extinction risk of reptiles is widely underestimated in the IUCN Red List

The iconic Red List of Threatened Species, published by the International Union for Conservation of Nature (IUCN), identifies species at risk of extinction.

30 May 2022

Researchers develop advanced machine learning to count blood cells

The use of machine learning to do blood cell counts for illness detection rather than costly and often less reliable cell analyzer devices has proven labor-intensive, as the training of the machine learning model requires a tremendous amount of manual annotation activity by humans.

27 May 2022

New study investigates the stability of frozen methane crystals as the ocean temperatures rise

A vast amount of the powerful greenhouse gas is sequestered as frozen crystals in the world's oceans.

From New York University (NYU) 10 May 2022

Stunning 3D digital models visualize the surface of coral reefs in painstaking detail

Coral reefs are complex ecosystems, a jumble of microhabitats created by corals and the substrate beneath them: holes, areas that are smooth or rough, regions that have steep or shallow slopes.

6 May 2022