Imaging Analytics

New Center to Advance Artificial Intelligence in Medical Imaging

by Jessica Kent

UC San Francisco (UCSF) is launching the Center for Intelligent Imaging, which will advance the application of artificial intelligence tools in medical imaging. The Center for Intelligent Imaging, or...

Artificial Intelligence in Radiology Will Require Ethics, Standards

by Jessica Kent

Ethical use of artificial intelligence in radiology will require stakeholders to carefully consider how they use data, as well as how they develop and operate decision-making tools, according to a...

Artificial Intelligence System Analyzes Chest X-Rays in 10 Seconds

by Jessica Kent

Researchers from Intermountain Healthcare and Stanford University have built an artificial intelligence system that can detect critical findings in chest x-rays in as fast as ten seconds. The device,...

Providers Use Automated Deep Learning to Develop Diagnostic Models

by Jessica Kent

Using automated deep learning tools, physicians with no coding experience were able to develop medical image diagnostic classifiers, showing that automated deep learning is a viable way to increase the...

Machine Learning Improves Medical Eye Imaging Resolution

by Jessica Kent

Researchers at Duke University’s Pratt School of Engineering have developed a machine learning algorithm that can increase the resolution of optical coherence tomography (OCT), an imaging...

Deep Learning, AI Improve Accuracy of Breast Cancer Detection

by Emily Sokol, MPH

New artificial intelligence (AI) helps radiologists more accurately read breast cancer screening images through deep learning models. The model read and interpreted the findings of digital breast...

Deep Learning Tool Detects Cancer in Radiology Reports

by Jessica Kent

A team from Dana-Farber Cancer Institute has developed a deep learning tool that performed as well as human reviewers in extracting clinical information regarding changes in tumors from unstructured...

AI Brings Personalized Cancer Treatment to Cleveland Clinic

by Emily Sokol, MPH

Artificial intelligence (AI) developed at the Cleveland Clinic uses machine learning to combine medical scans and electronic health records (EHR) generating personalized radiation therapy doses for...

System Obtains More Training Data for Machine Learning Models

by Jessica Kent

MIT researchers have developed an automated system that can gather more data from images used to train machine learning models, including algorithms that can analyze brain scans to help diagnose and...

Machine Learning Algorithm Accelerates Diagnosis of Gut Disease

by Jessica Kent

Machine learning algorithms can rapidly analyze biopsy images and reduce the time it takes to diagnose gut diseases in children, revealed a study published in JAMA Network Open. Sana Syed, assistant...

Top 4 Ways to Advance Artificial Intelligence in Medical Imaging

by Jessica Kent

Countless studies have shown the many ways artificial intelligence could transform the medical imaging field. From detecting lung cancer as well as human radiologists to predicting kidney function...

Unleashing the Value of Health Data in the Era of Artificial Intelligence

by Jennifer Bresnick

Few adages sum up the challenges of bringing artificial intelligence to the healthcare industry better than Amara’s law, which states that people tend to overestimate the effect of a new technology in the short term but underestimate...

Top 12 Artificial Intelligence Innovations Disrupting Healthcare by 2020

by Jennifer Bresnick

There’s no question that artificial intelligence is moving quickly in the healthcare industry.  Even just a few months ago, AI was still a dream for the next generation: something that would...

AI, Deep Learning Start to Tackle Common Problems in Healthcare

by Jennifer Bresnick

No longer the exclusive provenance of researchers and academics, artificial intelligence is quickly filtering into the everyday clinical setting.  From supporting radiologists to enhancing the...

Deep Learning Malware Can Fake Cancer on Medical Images

by Jennifer Bresnick

Deep learning has been hailed as a revolutionary tool for supporting faster, more accurate, and more detailed clinical decisions in radiology.  Almost every day, researchers are releasing new...

Finding a Happy Home for Artificial Intelligence in Healthcare

by Jennifer Bresnick

Every new technology has the potential to bring both risks and rewards to those who embrace it.  Artificial intelligence in healthcare is no exception. Healthcare organizations have thus far...

Cleveland Clinic Creates Artificial Intelligence Innovation Center

by Jennifer Bresnick

Cleveland Clinic has established the Center for Clinical Artificial Intelligence, an innovation hub focused on applying machine learning to healthcare. According to Crain’s Cleveland Business,...

Deep Learning Tool Classifies Lung Cancer as Well as Pathologists

by Jessica Kent

A deep learning tool was able to classify subtypes of lung cancer with the same level of accuracy as human pathologists, according to a study conducted by Dartmouth’s Norris Cotton Cancer Center...

Medical Imaging, Machine Learning to Align in 10 Key Areas

by Jennifer Bresnick

Medical imaging and machine learning are on a collision course that promises significant advancements in diagnostics and precision medicine, according to a new report from Frost &...

Artificial Intelligence in Healthcare Spending to Hit $36B

by Jennifer Bresnick

The global market for artificial intelligence in healthcare is set for incredible growth over the next few years, according to new research from ReportLinker. The AI in healthcare market is slated to...