Machine Learning News and Research

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High-throughput analysis of blood plasma could help identify biomarkers for ALS

High-throughput analysis of blood plasma could aid in identification of diagnostic and prognostic biomarkers for amyotrophic lateral sclerosis (ALS), according to research from North Carolina State University.

29 May 2020

Molecular signatures can predict outcome of sepsis patients based on their immune response

Scientists have identified molecular signatures in the immune component of the blood which indicate how patients in intensive care with sepsis, septic shock and systemic inflammatory response syndrome are likely to respond to the conditions.

28 May 2020

New models use computer vision and AI to identify COVID-19 in X-rays

Students at Cranfield University have designed computer models that can identify COVID-19 in X-rays.

27 May 2020

Scientists are collecting big data to expedite the fight against COVID-19

A nationwide collaboration of clinicians, informaticians and other biomedical researchers aims to turn data from hundreds of thousands of medical records from coronavirus patients into effective treatments and predictive analytical tools that could help lessen or end the global pandemic.

27 May 2020

A new approach to predict the evolutionary mechanisms of melanoma

Melanoma is a malignant tumour resulting from the transformation of melanocytes, the cells in the skin that undertake to synthesise melanin, a complex polymer which protects us from the negative effects of solar radiation.

27 May 2020

Disordered gut microbiomes are found in patients with hemorrhagic brain disease

A new study shows that people with a rare genetic disease that causes bleeding in the brain have gut microbiomes distinct from those without the disease.

27 May 2020

Novel testing system predicts outcomes in patients with sepsis

More than 1.7 million Americans develop sepsis each year, and more than 270,000 die from it. The condition--which happens when the body has an extreme response to a bacterial or viral infection, causing a chain reaction that can lead to organ failure and death--has few strategies for treatment.

26 May 2020

Methods to move precision medicine from evaluation into practice and policy

Value in Health, the official journal of ISPOR - the professional society for health economics and outcomes research, announced today the publication of a series of articles focused on methods for moving from the evaluation of precision medicine into practice and policy.

26 May 2020

New AI tool could predict risk of lung cancer recurrence

Computer scientists working with pathologists have trained an artificial intelligence tool to determine which patients with lung cancer have a higher risk of their disease coming back after treatment, as part of Cancer Research UK’s landmark TRACERx study.

26 May 2020

Pinpointing SARS-CoV-2 origin with new predictive model

Researchers in the United States and Canada have developed a combination of predictive statistical models that could help guide decisions about which animal species should be prioritized for detecting the origin of novel potential zoonotic viruses such as severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2).

25 May 2020

A clinical decision support system to help identify adverse health events in trauma patients

Chinese researchers from The Trauma Center of Peking University People's Hospital and National Institute of Health Data Science at Peking University are using big data to help identify trauma patients who could experience potential adverse health events in the emergency department through the aid of a clinical decision support system.

22 May 2020

Coronavirus tests the value of artificial intelligence in medicine

Dr. Albert Hsiao and his colleagues at the University of California-San Diego health system had been working for 18 months on an artificial intelligence program designed to help doctors identify pneumonia on a chest X-ray. When the coronavirus hit the United States, they decided to see what it could do.

22 May 2020

Improving IVF Treatments by Imaging Sperm Cells

News-Medical spoke to Professor Natan Shaked about his new sperm cell imaging technique that could be used to help improve the outcomes of IVF treatments.

22 May 2020

Indica Labs and Octo announce launch of online COVID Digital Pathology Repository

Indica Labs, a leading provider of computational pathology software, and Octo, a premiere information technology systems provider to the U.S. Federal Government, are pleased to announce the online COVID Digital Pathology Repository, a virtual collection of high resolution microscopic COVID-related human tissue images hosted at the National Institutes of Health.

22 May 2020

Computational immunology paves the way for SARS-CoV-2 peptide cocktail vaccine candidate

By employing an immunoinformatics approach, a new study available on the preprint server bioRxiv* shows how the combination of peptides designed from severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) nucleocapsid phosphoprotein and spike glycoprotein may trigger an improved immunological response with respectable safety profile, informing, in turn, further vaccine development.

21 May 2020

Lattice light-sheet microscopy could help in drug and vaccine development

From testing drugs to developing vaccines, the close study of the immune system is key to improving real-world health outcomes. T-cells are integral to this research, as these white blood cells help tailor the body's immune response to specific pathogens.

21 May 2020