Machine Learning News and Research

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FDA approves marketing of first AI-based device to assist clinicians during colon cancer screening

Today, the U.S. Food and Drug Administration authorized marketing of the GI Genius, the first device that uses artificial intelligence (AI) based on machine learning to assist clinicians in detecting lesions (such as polyps or suspected tumors) in the colon in real time during a colonoscopy.

9 Apr 2021

Joint industry project to advance markerless 3D analysis of biomechanics for sports, medicine

Southwest Research Institute has launched a joint industry project (JIP) to advance markerless 3D analysis of biomechanics for sports and medical applications.

8 Apr 2021

Computer-based approach helps diagnose neurological disorders based on motor impairment

The way we move says a lot about the state of our brain. While normal motor behavior points to a healthy brain function, deviations can indicate impairments owing to neurological diseases.

7 Apr 2021

Researchers use single-cell RNA sequencing technologies to track cellular development in leaves

While developmental biologists have long researched this fundamental question, Stanford University biologist and HHMI investigator Dominique Bergmann's recent work on the plant Arabidopsis thaliana has uncovered surprising answers.

5 Apr 2021

Novel method uses device cameras to measure physiological signals from real-time video of the face

Telehealth has become a critical way for doctors to still provide health care while minimizing in-person contact during COVID-19. But with phone or Zoom appointments, it's harder for doctors to get important vital signs from a patient, such as their pulse or respiration rate, in real time.

1 Apr 2021

SwRI researchers part of two collaborative teams receive SAMF bioscience grants

Collaborative teams that include Southwest Research Institute staff received two of six recently awarded San Antonio Medical Foundation (SAMF) bioscience grants. SwRI, in collaboration with UT Health San Antonio and University Health System, received a nearly $200,000 grant to develop machine learning algorithms for cancer detection.

31 Mar 2021

SwRI to design machine learning algorithms for integrated traffic management

Southwest Research Institute, in collaboration with Vanderbilt University, is developing machine learning algorithms to help the Tennessee Department of Transportation (TDOT) coordinate traffic management and incident response along portions of Interstate 24 in the rapidly growing Nashville region.

31 Mar 2021

New technologies can screen for cervical cancer better than Pap smears

Emerging technologies can screen for cervical cancer better than Pap smears and, if widely used, could save lives both in developing nations and parts of countries, like the United States, where access to health care may be limited.

30 Mar 2021

New machine learning technique reveals mutational signatures in cancer patients

Researchers at the Johns Hopkins Kimmel Cancer Center used machine learning techniques to detect mutational signatures in cancer patients.

30 Mar 2021

Machine learning can monitor and predict the progression of multiple sclerosis

Monitoring the progression of multiple sclerosis-related gait issues can be challenging in adults over 50 years old, requiring a clinician to differentiate between problems related to MS and other age-related issues.

29 Mar 2021

New smartphone application screens for carpal tunnel syndrome

A Japanese research group combined motion analysis that uses smartphone application and machine learning that uses an anomaly detection method, thereby developing a technique to easily screen for carpal tunnel syndrome. Carpal tunnel syndrome is common amongst middle-aged women.

29 Mar 2021

Combined clinical and genomic data better predicts COVID-19 severity

The current COVID-19 outbreak is one of the worst pandemics in history and has claimed millions of lives across the globe, overwhelmed healthcare systems, and created unprecedented socio-economic ramifications.

28 Mar 2021

Combination of X-rays and AI can serve as rapid diagnostic tool for COVID-19

X-rays, first used clinically in the late 1890s, could be a leading-edge diagnostic tool for COVID-19 patients with the help of artificial intelligence, according to a team of researchers in Brazil who taught a computer program, through various machine learning methods, to detect COVID-19 in chest X-rays with 95.6 to 98.5% accuracy.

26 Mar 2021

New "machine learning" method helps analyze large amounts of biological data

Studying genetic material on a cellular level, such as single-cell RNA-sequencing, can provide scientists with a detailed, high-resolution view of biological processes at work.

26 Mar 2021

New machine learning algorithm ranks drugs based on efficacy in reducing cancer cell growth

Researchers from the Queen Mary University of London have developed a machine learning algorithm that ranks drugs based on their efficacy in reducing cancer cell growth.

25 Mar 2021

World-first treatment for oral cancer

Professor Mark McGurk speaks to News-Medical about his groundbreaking research that has led to the discovery of a world-first treatment for oral cancer.

25 Mar 2021

Anabolic-androgenic steroids can have deleterious effects on the brain

Anabolic-androgenic steroids (AAS), a synthetic version of the male sex hormone testosterone, are sometimes used as a medical treatment for hormone imbalance. But the vast majority of AAS is used to enhance athletic performance or build muscle because when paired with strength training.

25 Mar 2021

Researchers are testing wearable devices to detect early Alzheimer's, other neurodegenerative diseases

The development of a wearable to detect early Alzheimer's and other neurodegenerative diseases years before symptoms show has taken a step closer to reality today, as UK charity Alzheimer's Research UK announces a partnership with Boston University that will see the first digital data flowing into its global Early Detection of Neurodegenerative diseases (EDoN) initiative.

25 Mar 2021

Near-infrared hyperspectral imaging technique can facilitate the diagnosis of fatty liver diseases

Excessive fat accumulation in the liver can lead to serious medical problems, including liver failure. Thus, understanding the distribution of lipids within the liver is a critical step in diagnosing fatty liver diseases.

25 Mar 2021

Artificial neural network for automatically decoding and interpreting cortical signals

Russian scientists have proposed a new algorithm for automatic decoding and interpreting the decoder weights, which can be used both in brain-computer interfaces and in fundamental research. The results of the study were published in the Journal of Neural Engineering.

23 Mar 2021

Machine Learning News and Research

FDA approves marketing of first AI-based device to assist clinicians during colon cancer screening

Joint industry project to advance markerless 3D analysis of biomechanics for sports, medicine

Computer-based approach helps diagnose neurological disorders based on motor impairment

Researchers use single-cell RNA sequencing technologies to track cellular development in leaves

Novel method uses device cameras to measure physiological signals from real-time video of the face

SwRI researchers part of two collaborative teams receive SAMF bioscience grants

SwRI to design machine learning algorithms for integrated traffic management

New technologies can screen for cervical cancer better than Pap smears

New machine learning technique reveals mutational signatures in cancer patients

Machine learning can monitor and predict the progression of multiple sclerosis

New smartphone application screens for carpal tunnel syndrome

Combined clinical and genomic data better predicts COVID-19 severity

Combination of X-rays and AI can serve as rapid diagnostic tool for COVID-19

New "machine learning" method helps analyze large amounts of biological data

New machine learning algorithm ranks drugs based on efficacy in reducing cancer cell growth

World-first treatment for oral cancer

Anabolic-androgenic steroids can have deleterious effects on the brain

Researchers are testing wearable devices to detect early Alzheimer's, other neurodegenerative diseases

Near-infrared hyperspectral imaging technique can facilitate the diagnosis of fatty liver diseases

Artificial neural network for automatically decoding and interpreting cortical signals

AI In Healthcare eBook

Achieving and maintaining ISO/IEC 27001 and BS 10012 certifications

Expanding research and clinical options for children with cancer

Examining how pain could play a direct protective role in the gut

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