Machine Learning News and Research

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Machine learning algorithm predicts life expectancy in heart failure patients

When Avi Yagil, PhD, Distinguished Professor of Physics at University of California San Diego flew home from Europe in 2012, he thought he had caught a cold from his travels. When a "collection of pills" did not improve his symptoms, his wife encouraged him to see a doctor.

13 Nov 2019

Using AI to improve psychiatric care

A new paper in Schizophrenia Bulletin shows that artificial intelligence (AI) can help doctors to diagnose the mental health of patients with speed and accuracy. The new app designed for mobiles has been developed to improve patient monitoring using cues picked up from their speech, and is based on machine-learning tools.

13 Nov 2019

New NIH grant could help develop novel tool to analyze unstructured data in safety reports

Reports that medical errors are the third leading cause of death in the United States have led the Institute of Medicine and several state legislatures to suggest that data from patient safety event reporting systems could help health care providers better understand safety hazards and, ultimately, improve patient care.

13 Nov 2019

Scientists move closer towards developing an effective malaria vaccine

Scientists have taken another big step forward towards developing a vaccine that’s effective against the most severe forms of malaria.

13 Nov 2019

TSU researchers develop new approach to diagnose adenocarcinoma

Scientists have developed a new approach to the diagnosis of adenocarcinoma - a malignant tumor of the prostate gland. Artificial intelligence is used to determine oncopathology and determine the stage of the disease with this approach.

13 Nov 2019

Certain brain regions must be intact in stroke survivors with aphasia for successful speech entrainment

In an article in Brain, researchers at the Medical University of South Carolina (MUSC) and elsewhere report which brain regions must be intact in stroke survivors with aphasia if they are to perform well in a speech entrainment session, successfully following along with another speaker.

12 Nov 2019

New PNNL approach improves accuracy of patient diagnosis dramatically

Artificial intelligence will never replace a doctor. However, researchers at the Department of Energy's Pacific Northwest National Laboratory have taken a big step toward the day when AI can help physicians predict medical events.

12 Nov 2019

Simulation-based approach to target epilepsy enters into clinical trial

In what represents a major milestone on the path to clinical application, a novel method to improve outcomes of Epilepsy surgery has now received approval for clinical testing in 13 French hospitals.

9 Nov 2019

Cytel expands its advanced real-world analytics capabilities with acquisition of MTEK Sciences

Cytel Inc., the leading provider of innovative analytical software and consulting services to the biopharmaceutical sector, and a portfolio company of New Mountain Capital, today announced that it has acquired MTEK Sciences to further expand its advanced real-world analytics capabilities.

From Cytel 8 Nov 2019

Musical pleasure linked to right combination of uncertainty and surprise

Why is it that people find songs such as James Taylor's "Country Roads," UB40's "Red, Red Wine," or The Beatles' "Ob-La-Di, Ob-La-Da" so irresistibly enjoyable? In a study reported in the journal Current Biology on November 7, researchers analyze 80,000 chords in 745 classic U.S. Billboard pop songs--including those three--and find that musical pleasure comes from the right combination of uncertainty and surprise.

8 Nov 2019

AI could help revolutionize pathology laboratories

An upgrade in The University of Queensland’s artificial intelligence capabilities could help to revolutionise pathology laboratories across Australia.

8 Nov 2019

Big data provide opportunity for research, drive learning at the healthcare system level

ISPOR, the professional society for health economics and outcomes research - held its third plenary session at ISPOR Europe 2019, "Big Data Healthcare: Endless Opportunities for Research and Learning," this morning in Copenhagen, Denmark.

7 Nov 2019

Brain-computer interface can cause changes in the brain after just one hour’s training

The interdisciplinary study examined the influence of two different types of BCI on the brains of test subjects with no prior experience of this technology.

7 Nov 2019

New tool accurately predicts risks of death, complications from obesity and diabetes

A new web-based risk calculator can accurately predict the likelihood a patient with type 2 diabetes and obesity will die or develop serious complications including a heart attack, heart failure and diabetic kidney disease (nephropathy) within the next 10 years.

6 Nov 2019

New calculator can estimate 10-year risk of diabetes complications

Patients struggling with type 2 diabetes and obesity are faced with the decision of whether to receive usual medical care or undergo weight-loss surgery.

5 Nov 2019

Signs of frailty could be identified through a new assessment

Signs of frailty, and the risks it brings, could be identified in young and old people alike through a new assessment developed in a study led by researchers at the University of Strathclyde.

5 Nov 2019

Discovery of human cell signaling systems using bioinformatics

There are many and various receptors on the surface of each human cell, which bind to specific molecules called ligands, to set off signals that modulate cell activity accordingly. These pathways are exploited by therapeutic drugs. In fact, one in three drugs makes use of receptors belonging to a single very large family – the GPCR (G protein receptor coupled receptor) family.

1 Nov 2019

New signaling systems discovered in human cells

The human cell has a wide variety of receptors on its surface that many molecules and therapeutic drugs can bind to in order to activate signals inside the cell to regulate different physiological functions. GPCRs are the largest - and a very important - family of receptors on human cells.

31 Oct 2019

LLNL leads multi-institutional collaboration in modeling protein interactions linked to cancer

Computational scientists, biophysicists and statisticians from Lawrence Livermore National Laboratory and Los Alamos National Laboratory are leading a massive multi-institutional collaboration that has developed a machine learning-based simulation for next-generation supercomputers capable of modeling protein interactions and mutations that play a role in many forms of cancers.

31 Oct 2019

New software helps assess interoperability and reusability of biomedical digital research objects

Mount Sinai investigators, together with an international consortium of colleagues, have developed a new toolbox to allow scientists to assess how easily the digital objects they generate as a result of their research projects can be used by other research teams.

31 Oct 2019

Machine Learning News and Research

Machine learning algorithm predicts life expectancy in heart failure patients

Using AI to improve psychiatric care

New NIH grant could help develop novel tool to analyze unstructured data in safety reports

Scientists move closer towards developing an effective malaria vaccine

TSU researchers develop new approach to diagnose adenocarcinoma

Certain brain regions must be intact in stroke survivors with aphasia for successful speech entrainment

New PNNL approach improves accuracy of patient diagnosis dramatically

Simulation-based approach to target epilepsy enters into clinical trial

Cytel expands its advanced real-world analytics capabilities with acquisition of MTEK Sciences

Musical pleasure linked to right combination of uncertainty and surprise

AI could help revolutionize pathology laboratories

Big data provide opportunity for research, drive learning at the healthcare system level

Brain-computer interface can cause changes in the brain after just one hour’s training

New tool accurately predicts risks of death, complications from obesity and diabetes

New calculator can estimate 10-year risk of diabetes complications

Signs of frailty could be identified through a new assessment

Discovery of human cell signaling systems using bioinformatics

New signaling systems discovered in human cells

LLNL leads multi-institutional collaboration in modeling protein interactions linked to cancer

New software helps assess interoperability and reusability of biomedical digital research objects

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