Machine Learning News and Research

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New AI tool may soon offer the right treatment for stroke survivors

An AI developed by Japanese researchers might soon help stroke survivors get the right treatment by detecting a patient's post-stroke depression (PSD) type, a frequently seen but often overlooked neuropsychiatric manifestation after a stroke that could impair functional recovery.

15 Dec 2020

Researchers develop new model to determine quarantine measures for COVID-19

As Covid-19 infections soar across the U.S., some states are tightening restrictions and reinstituting quarantine measures to slow the virus' spread.

15 Dec 2020

New clue to protect neurons and encourage their growth found

Many neurodegenerative conditions, from glaucoma to Alzheimer's disease, are characterized by injury to axons - the long, slender projections that conduct electrical impulses from one nerve cell to another, facilitating cellular communications. Injury to axons often leads to neuronal impairment and cell death.

14 Dec 2020

AI-enabled real-time social-media monitoring of public sentiments on COVID-19 vaccination

The onslaught of the COVID-19 pandemic, the hunt for a drug, and the successful development of a vaccine has impacted people beyond measure worldwide.

14 Dec 2020

60-second breath test to detect COVID-19 with IONICON PTR-TOFMS

Singapore start-up develops fast breath test based on PTR-TOF technology.

From Ionicon Analytik Ges.m.b.H. 14 Dec 2020

New AI tool could make breast cancer treatment less expensive and more readily available

Imagine being a doctor and having a precocious resident permanently by your side, giving you brilliant insight into disease and helping you to identify the best treatment path for your patients.

11 Dec 2020

Government data underestimates the impact of social distancing in controlling COVID-19 spread

Quantifying the mitigating impact of social distancing on the spread of COVID-19 is critical for evaluating the efficacy of social restrictions and informing future health policy decisions.

11 Dec 2020

Researchers pinpoint key factors to ensure successful fecal microbiota transplants

Could number two be number one when it comes to combating recurrent Clostridium difficile (CDI) infections?Using genetic material analysis and machine learning, UBC researchers have pinpointed several key factors to ensure successful fecal microbiota transplants (FMT), which have proven successful in treating bacterial infections in the gut including illnesses like C. difficile, Crohn's Disease, Colitis and even obesity, explains lead author Negin Kazemian.

10 Dec 2020

Researchers identify new gene variants that modify the risk of late-onset Alzheimer's disease

Late-onset Alzheimer's disease (LOAD) is the most common form of dementia in the elderly, affecting almost 44 million people worldwide.

8 Dec 2020

Synthetic biology and machine-learning can speed up maturation of lab-grown organ

Researchers at the University of Pittsburgh School of Medicine have combined synthetic biology with a machine-learning algorithm to create human liver organoids with blood- and bile-handling systems. When implanted into mice with failing livers, the lab-grown replacement livers extended life.

8 Dec 2020

Targeting senescent 'zombie' cells may improve survival in women with cervical cancer

How well women with cervical cancer respond to treatment and survive correlates with the level of 10 proteins in their blood that also are associated with a "zombie" cell state called senescence, Medical College of Georgia scientists report.

7 Dec 2020

Exhaled breath can aid in the diagnosis of cancer

The air we exhale contains information that can assist with the diagnosis of disease. Researchers at the Fraunhofer Project Hub for Microelectronic and Optical Systems for Biomedicine MEOS are now developing solutions designed to enable the analysis of breath gas for this purpose. Although their research focuses on the early detection of cancer, the same principle could also be applied to distinguish between COVID-19 and other respiratory diseases.

4 Dec 2020

COVID-19 single-shot segmentation for chest CT-based diagnosis

A new study from an artificial intelligence (AI) scientist describes a method to predict COVID-19 from a single chest CT shot.

4 Dec 2020

New tool to predict breast cancer recurrences

A new tool combining traditional pathology with machine learning could predict which breast cancer patients actually need surgery.

3 Dec 2020

Scientists develop new technique to measure tissue oxygen levels

Tissue oxygenation is a measure of the oxygen level in biological tissue and is a useful clinical biomarker for tissue viability. Abnormal levels may indicate the presence of conditions such as sepsis, diabetes, viral infection, or pulmonary disease, and effective monitoring is important for surgical guidance as well as medical care.

2 Dec 2020

Machine learning model identifies which drug combinations kill tumor cells

When healthcare professionals treat patients suffering from advanced cancers, they usually need to use a combination of different therapies. In addition to cancer surgery, the patients are often treated with radiation therapy, medication, or both.

1 Dec 2020

SARS-CoV-2's microRNAs may have promoted its jump to humans

A new study uses machine learning to explore the small microRNAs (or miRNAs) of SARS-CoV-2 that may determine the virus's ability to successfully infect humans by altering the course of transcriptional events.

1 Dec 2020

Gut microbiota directly shapes the makeup of human immune system, shows study

MSK researchers have uncovered an important finding about the relationship between the microbiota and the immune system, showing for the first time that the concentration of different types of immune cells in the blood changes in relation to the presence of different bacterial strains in the gut.

1 Dec 2020

Machine learning model uses retinal scans to detect Alzheimer’s disease

A form of artificial intelligence designed to interpret a combination of retinal images was able to successfully identify a group of patients who were known to have Alzheimer's disease, suggesting the approach could one day be used as a predictive tool, according to an interdisciplinary study from Duke University.

30 Nov 2020

World’s largest proteomics centre accelerates biomarker discoveries to improve people’s lives

Opened in 2016, Manchester’s Stoller Biomarker Discovery Centre (SBDC) is a globally renowned, multi-million-pound precision medicine research facility.

From Stoller Biomarker Discovery Centre 30 Nov 2020

Machine Learning News and Research

New AI tool may soon offer the right treatment for stroke survivors

Researchers develop new model to determine quarantine measures for COVID-19

New clue to protect neurons and encourage their growth found

AI-enabled real-time social-media monitoring of public sentiments on COVID-19 vaccination

60-second breath test to detect COVID-19 with IONICON PTR-TOFMS

New AI tool could make breast cancer treatment less expensive and more readily available

Government data underestimates the impact of social distancing in controlling COVID-19 spread

Researchers pinpoint key factors to ensure successful fecal microbiota transplants

Researchers identify new gene variants that modify the risk of late-onset Alzheimer's disease

Synthetic biology and machine-learning can speed up maturation of lab-grown organ

Targeting senescent 'zombie' cells may improve survival in women with cervical cancer

Exhaled breath can aid in the diagnosis of cancer

COVID-19 single-shot segmentation for chest CT-based diagnosis

New tool to predict breast cancer recurrences

Scientists develop new technique to measure tissue oxygen levels

Machine learning model identifies which drug combinations kill tumor cells

SARS-CoV-2's microRNAs may have promoted its jump to humans

Gut microbiota directly shapes the makeup of human immune system, shows study

Machine learning model uses retinal scans to detect Alzheimer’s disease

World’s largest proteomics centre accelerates biomarker discoveries to improve people’s lives

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