Imaging Analytics

Machine Learning Network Determines Severity of Lung Cancer

by Jessica Kent

Researchers at Stanford University have developed a machine learning tool that can improve the interpretation of CT lung cancer images and determine the severity of the disease. Lung cancer is the...

Artificial Intelligence Could Speed COVID-19 Detection, Treatment

by Jessica Kent

Artificial intelligence has the potential to enhance the role of chest imaging and leverage large-scale data to quickly find solutions for detecting, containing, and treating COVID-19, according to a...

Artificial Intelligence Tool Identifies COVID-19 in CT Scans

by Jessica Kent

An artificial intelligence tool can quickly detect COVID-19 based on CT scans of the chest and patients’ clinical data, according to a study published in Nature Medicine. For more coronavirus...

UPenn, Intel Partner to Use Machine Learning to Detect Brain Tumors

by Jessica Kent

The Perelman School of Medicine at the University of Pennsylvania (Penn Medicine), Intel, and research institutions from around the world will partner to use a privacy-preserving machine learning...

RSNA Creates Medical Imaging Dataset for Machine Learning Research

by Jessica Kent

The Radiological Society of North America (RSNA) has created a public medical imaging dataset of expert-annotated brain hemorrhage CT scans, leading to the development of machine learning algorithms...

Artificial Intelligence Can Help Radiologists Diagnose Lung Disease

by Jessica Kent

Using artificial intelligence technologies, radiologists could augment their ability to objectively evaluate and treat lung disease, according to a study published in the American Journal of...

Deep Learning Could Help Cancer Patients Avoid Tumor Biopsies

by Jessica Kent

A deep learning tool was able to identify a specific genetic mutation in a glioma tumor just by analyzing 3D brain images, with more than 97 percent accuracy. The findings indicate that in the future,...

Privacy Protection Key for Using Patient Data to Develop AI Tools

by Jessica Kent

Clinical data should be treated as a public good when used for research or artificial intelligence algorithm development, so long as patients’ privacy is protected, according to a report from the...

How Machine Learning is Transforming Clinical Decision Support Tools

by Jessica Kent

In the era of value-based healthcare, digital innovation, and big data, clinical decision support systems have become vital for organizations seeking to improve care delivery. Clinical decision support (CDS) tools have the ability to...

Artificial Intelligence Can Help Predict Cancer Therapy Response

by Jessica Kent

Applying artificial intelligence tools to standard CT scans could help predict tumor response in patients with advanced non-small cell lung cancer (NSCLC), according to research published in Clinical...

AI Reveals Cellular Variants Between Black and White Cancer Patients

by Jessica Kent

Researchers at Case Western Reserve University are using artificial intelligence to reveal cellular distinctions between black and white patients with prostate cancer, and have received $3.2 million in...

Deep Learning Can Identify Newborns at High Risk of Eye Disease

by Jessica Kent

A deep learning device could help identify newborns at risk for aggressive posterior retinopathy of prematurity (AP-ROP), a condition that is difficult to diagnose and can lead to vision loss if left...

Robot Uses Deep Learning, Ultrasound Imaging to Draw Blood

by Jessica Kent

An autonomous, robotic tool used deep learning and ultrasound imaging to draw blood or insert catheters on par with or better than human providers, according to a study published in Nature Machine...

Radiologist, Machine Learning Combo Enhances Breast Cancer Screening

by Jessica Kent

Machine learning tools could help enhance the accuracy of breast cancer screenings when combined with assessments from human radiologists, a study published in JAMA Network Open revealed. Mammography...

Machine Learning May Support Personalized Mental Health Therapies

by Jessica Kent

Researchers from Penn Medicine leveraged machine learning techniques to identify the size and shape of brain networks in children, which could lead to improved understanding and more personalized...

53% of Execs Say Healthcare Leads Artificial Intelligence Adoption

by Jessica Kent

Fifty-three percent of healthcare executives say that the healthcare industry is ahead of most other industries in artificial intelligence adoption, according to a survey from KPMG. However, 37...

Artificial Intelligence Helps Providers Choose Depression Therapies

by Jessica Kent

Artificial intelligence tools may be able to help providers objectively diagnose and prescribe depression treatments based on analyses of brain activity, according to a study published in Nature...

Advanced Medical Imaging, Genetic Analysis Could Improve Cancer Care

by Jessica Kent

Incorporating genetic and cellular analysis of tumors with how they appear in medical images could help improve brain cancer treatment, showing that cells inside and surrounding a tumor play a major...

One-Third of Orgs Use Artificial Intelligence in Medical Imaging

by Jessica Kent

One-third of hospitals and imaging centers report using artificial intelligence, machine learning, or deep learning to aid tasks associated with patient care imaging or business operations, according...

Deep Learning Tools Can Kickstart Cancer Radiation Therapy

by Jessica Kent

New research from UT Southwestern has shown that deep learning technology could help providers quickly develop optimal treatment plans for cancer patients, decreasing the odds that the disease will...