Machine Learning News and Research

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Study may lead to development of highly accurate screening test for early-stage ovarian cancer

Studying blood serum compounds of different molecular weights has led scientists to a set of biomarkers that may enable development of a highly accurate screening test for early-stage ovarian cancer.

17 Nov 2015

CWRU awarded two NIH grants to create pathology image informatics platform

Case Western Reserve University researchers have been awarded two grants totaling $3.16 million from the National Institutes of Health to create analytic software for managing, annotating, sharing and analyzing digital pathology imaging data.

12 Nov 2015

Columbia University to lead NSF-funded project for Northeast Big Data Innovation Hub

Columbia University will lead a $1.25 million project funded by the U.S. National Science Foundation (NSF) to share data, tools and ideas for tackling some of the big challenges facing the northeastern United States.

3 Nov 2015

Ensemble models provide accurate real-time estimates of current and impending flu activity

By combining data from a variety of non-traditional sources, a research team led by computational epidemiologists at Boston Children's Hospital has developed predictive models of flu-like activity that provide robust real-time estimates (aka "now-casts") of flu activity and accurate forecasts of flu-like illness levels up to three weeks into the future.

30 Oct 2015

UW researchers develop new model to more accurately predict harmful genetic mutations

Between any two people, there are likely to be at least 10 million differences in the genetic sequence that makes up their DNA.

26 Oct 2015

Louisiana Tech professor honored with AHIMA's 2015 Triumph Award for research

Dr. Prerna Dua, associate professor of health informatics and information management at Louisiana Tech University, has been honored by the American Health Information Management Association with its 2015 Triumph Award for research.

22 Oct 2015

Big data and analytics expected to play major role in Singapore’s healthcare market

Continuous data collection for chronic illness management is crucial to deliver personalized care for patients. In the era of globalization, patients still do not have the right tools to collect and share their physiological information on a frequent, real time basis.

16 Oct 2015

MIT researchers developing computer system to help predict effects of disease on brain anatomy

MIT researchers are developing a computer system that uses genetic, demographic, and clinical data to help predict the effects of disease on brain anatomy.

7 Oct 2015

Big data predictive analytic methods may help identify soldiers at high risk for committing violent crimes

Workplace violence perpetrated by military personnel is a major concern of the U.S. Department of Defense. Although programs have been implemented to teach violence prevention strategies to all military personnel, such programs are much less intensive than others developed in settings for people judged to be at high risk of violent behavior.

6 Oct 2015

NJIT President Joel Bloom to be honored as Educator of the Year

The Research & Development Council of New Jersey will honor the winners of the 2015 Edison Patent Awards at the 36th Edison Patent Awards Ceremony & Reception on November 12, 2015. Over 50 inventors and 12 New Jersey companies and universities will be recognized at the event.

23 Sep 2015

Using deep learning to analyze genetic mutations: an interview with Brendan Frey

To understand deep learning in the context of genetic disease, you need to understand shallow learning first. Shallow learning relates mutations to diseases by looking for mutations that commonly occur in patients with a disease. It’s a commonly used method.

21 Sep 2015

Researchers find intrinsic differences in mice’s neural stem cells using image-tracking technology

One of the longstanding debates in science, that has, perhaps unsurprisingly, permeated into the field of stem cell research, is the question of nature versus nurture influencing development.

4 Sep 2015

Dartmouth researcher finds way to predict human emotions

A Dartmouth researcher and his colleagues have discovered a way to predict human emotions based on brain activity.

12 Aug 2015

Statistical models play key role in risk analysis, help mitigate effects of natural and man-made disasters

Statistical models are playing an increasingly important role in risk analysis and helping the United States and other countries around the globe mitigate the effects of natural and man-made disasters, said Siddhartha (Sid) Dalal during a presentation at the 2015 Joint Statistical Meetings (JSM 2015) yesterday in Seattle.

11 Aug 2015

Mix of bacteria living in guts may band together to ward off dangerous infections

Like a collection of ragtag villagers fighting off an invading army, the mix of bacteria that live in our guts may band together to keep dangerous infections from taking hold, new research suggests.

24 Jul 2015

New algorithm provides more effective ECG diagnosis for individuals with heart conditions

A new algorithm created by engineering experts at the University of Lincoln, UK, provides more effective Electrocardiogram (ECG) diagnosis for people with heart conditions. The research, which improves ECG signal classification and improved abnormality detection and diagnosis, won an award at the recent International Conference on Medical and Health Science held in Berlin.

1 Jul 2015

'Brain-to-Text' system decodes spoken speech and transforms it into textual representation

Speech is produced in the human cerebral cortex. Brain waves associated with speech processes can be directly recorded with electrodes located on the surface of the cortex. It has now been shown for the first time that is possible to reconstruct basic units, words, and complete sentences of continuous speech from these brain waves and to generate the corresponding text.

16 Jun 2015

Stanford researchers explore true potential of fMRI machine in various applications

For the past several years, Anthony Wagner has been developing a computer program that can read a person's brain scan data and surmise, with a high degree of certainty, whether that person is experiencing a memory.

11 Jun 2015

Breakthrough in machine learning could revolutionize medical screening methods

A breakthrough in machine learning has also brought about a "game changer" for the science of metabolomics - and will hasten the development of diagnostic and predictive tests for Alzheimer's, cancer, diabetes and numerous other conditions, leading to improved prevention and treatment.

29 May 2015

Risk prediction model can help target hepatitis C treatment to patients with most urgent need

A team of researchers at the University of Michigan Health System has developed a risk prediction model that helps identify which hepatitis C patients have the most urgent need for new anti-viral drugs.

22 May 2015