Machine Learning News and Research

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New tool can help produce large amounts of scientific literature on COVID-19

A team of materials scientists at Lawrence Berkeley National Laboratory (Berkeley Lab) - scientists who normally spend their time researching things like high-performance materials for thermoelectrics or battery cathodes - have built a text-mining tool in record time to help the global scientific community synthesize the mountain of scientific literature on COVID-19 being generated every day.

28 Apr 2020

Astellas and Insilico collaborate on new AI technology to develop new drug candidates

Insilico Medicine has announced that it has entered into a research collaboration agreement with Astellas Pharma Inc. to utilize Insilico Medicine's novel generative artificial intelligence technology aimed at accelerating development of candidates against a conventionally challenging target family.

28 Apr 2020

Gut microbiota could predict severity of COVID-19

The COVID-19 pandemic is spreading to every corner of the world. But not everyone is falling sick at the same rate. A new study published on the preprint server medRxiv in April 2020 suggests that the composition of the gut microbiome could partially explain the difference in susceptibility. This adds a new dimension to what is currently known about the disease.

27 Apr 2020

New approach to predicting the number of asymptomatic COVID-19 cases

Researchers in China have proposed a machine-based learning approach that predicts the transmission of COVID-19 and estimates the number of asymptomatic cases more accurately than classic virus transmission models.

26 Apr 2020

New computer model predicts suicide risk

Suicide is now the second most common cause of death among American youth. Fatal suicides rose 30 percent between 2000 and 2016, and 2016 alone saw 1.3 million nonfatal suicide attempts.

25 Apr 2020

3D face photos could predict the likelihood of obstructive sleep apnea

Facial features analyzed from 3D photographs could predict the likelihood of having obstructive sleep apnea, according to a study published in the April issue of the Journal of Clinical Sleep Medicine.

23 Apr 2020

Study advances high-density electroencephalography for dynamic functional neuroimaging

Marking a major milestone on the path to meeting the objectives of the NIH BRAIN initiative, research by Carnegie Mellon's Biomedical Engineering Department Head Bin He advances high-density electroencephalography (EEG) as the future paradigm for dynamic functional neuroimaging.

23 Apr 2020

Scientists demonstrate new brain-inspired learning mechanism

The origin of machine and deep learning algorithms, which increasingly affect almost all aspects of our life, is the learning mechanism of synaptic (weight) strengths connecting neurons in our brain.

23 Apr 2020

High density EEG produces dynamic image of brain signal source

Research has advanced high-density electroencephalography (EEG) as the future paradigm for dynamic functional neuroimaging.

23 Apr 2020

Researchers rebuild the bridge between neuroscience and artificial intelligence

Researchers have rebuilt the bridge between experimental neuroscience and artificial intelligence learning algorithms.

23 Apr 2020

WITec announces Paper Award 2020 winners

Every year, the WITec Paper Award competition recognizes three exceptional peer-reviewed publications that feature results acquired with a WITec microscope.

23 Apr 2020

UMB and UMD fund cross-campus research projects

The University of Maryland, Baltimore (UMB) and the University of Maryland, College Park (UMD) are funding new cross-campus research projects as part of a new joint program that seeks to solve big health care challenges through joint research that draws on the institutions world leading expertise in medicine and artificial intelligence.

23 Apr 2020

New database of 14,000 known macrolactones could support drug discovery and research

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

Nanostics to create new blood test to forecast the severity of COVID-19 in patients

Nanostics Inc., a diagnostic healthcare company that focuses on developing tests to determine a patient's disease risk, announced today plans to develop and validate ClarityDX COVID-19; a simple blood test to predict the severity of COVID-19 disease in patients.

22 Apr 2020

Making long-term research project a translational success

The Digital Health Accelerator (DHA) of the Berlin Institute of Health (BIH) is helping the scientists to make the long-term research project a translational success.

22 Apr 2020

Machine learning helps researchers to distinguish a rare subtype of kidney cancer

Putting together research for publication can be a challenging and time-consuming process, heightened even further because of the current COVID-19 situation, during which non-essential labs have been hibernated and many researchers are now working separately and remotely, instead of collaborating within the same space.

21 Apr 2020

Research could help stabilize and improve brain-computer interfaces

Researchers from Carnegie Mellon University and the University of Pittsburgh have published research in Nature Biomedical Engineering that will drastically improve brain-computer interfaces and their ability to remain stabilized during use, greatly reducing or potentially eliminating the need to recalibrate these devices during or between experiments.

20 Apr 2020

Research will drastically stabilize brain-computer interfaces

Researchers have drastically improve brain-computer interfaces and their ability to remain stabilized during use.

20 Apr 2020

Screening blood samples for COVID-19 using artificial intelligence

A promising new study published in the preprint online journal medRxiv in April 2020 shows the potential of artificial intelligence (AI) for developing a patient classifier that can separate patients likely to be negative for COVID-19 from among a pool of suspected patients visiting an emergency room (ER).

15 Apr 2020