Imaging Analytics

Deep Learning Model Can Enhance Standard CT Scan Technology

by Jessica Kent

Applying a deep learning model to standard CT scans could generate higher-quality images, enabling providers to extract better insights and improve diagnosis, according to a study published in...

Deep Learning Identifies Best Treatments for Lung Cancer Patients

by Jessica Kent

Combining a deep learning model with medical imaging techniques could help determine the best treatment options for patients with non-small cell lung cancer, according to a study published in Nature...

Study Uses Artificial Intelligence for Alzheimer’s Drug Development

by Jessica Kent

A team at the Perelman School of Medicine at the University of Pennsylvania will leverage artificial intelligence to find patterns in genetic, imaging, and clinical data from over 60,000...

Artificial Intelligence May Improve Heart Transplant Outcomes

by Jessica Kent

A $3.2 million grant from NIH will support researchers in using artificial intelligence to improve outcomes for heart transplant patients. Researchers from the Perelman School of Medicine at the...

Machine Learning Can Predict Heart Failure from a Single X-Ray

by Jessica Kent

Researchers from MIT’s Computer Science and Artificial Intelligence Laboratory (CSAIL) have developed a machine learning tool that can detect the severity of excess fluid in patients’ lungs...

Predictive Analytics Detects Breast Cancer Spread with 90% Accuracy

by Jessica Kent

A predictive analytics method was able to detect with 90 percent accuracy which stage 0 breast cancers are likely to spread and recur, according to a study published in the American Journal of...

Collaboration Will Offer Data to Train Machine Learning Tools

by Jessica Kent

Researchers at the University of Iowa (UI) have received a $1 million grant from the National Science Foundation (NSF) to develop a machine learning platform to train algorithms with data from around...

Artificial Intelligence May Predict Osteoarthritis Years Before Onset

by Jessica Kent

An artificial intelligence algorithm can detect subtle signs of osteoarthritis in MRI scans, years before symptoms of the condition even begin. Researchers at University of Pittsburgh School of...

Deep Learning Tool Accurately Selects High-Quality Embryos for IVF

by Jessica Kent

A deep learning system was able to choose the most high-quality embryos for in-vitro fertilization (IVF) with 90 percent accuracy, according to a study published in eLife. When compared with trained...

Machine Learning Can Predict Health Risks of Future Pregnancies

by Jessica Kent

A machine learning approach can analyze placenta slides and inform more women of their health risks in future pregnancies, leading to lower healthcare costs and better outcomes, according to a study...

Artificial Intelligence May Help Develop COVID-19 Treatments, Tests

by Jessica Kent

Throughout the COVID-19 pandemic, artificial intelligence tools have played a significant role in tracking, controlling, and predicting the spread of the virus. For more coronavirus updates, visit...

DoD Using Artificial Intelligence to Detect Cancer in Medical Images

by Jessica Kent

The Department of Defense’s (DoD) Defense Innovation Unit (DIU) is leveraging artificial intelligence tools and the department’s vast amount of medical data to identify cancers and other...

Deep Learning Models Can Detect COVID-19 in Chest CT Scans

by Jessica Kent

Deep learning tools were able to identify COVID-19 in chest CT scans, indicating that artificial intelligence could enhance diagnosis of the virus, according to a study published in Nature...

How Medical Imaging is Boosting COVID-19 Detection, Prevention

by Jessica Kent

With nearly every healthcare organization working to better manage and stop the spread of COVID-19, many have turned to medical imaging and imaging analytics tools to improve detection and prevention...

Artificial Intelligence Bests Clinicians in Flagging Prostate Cancer

by Jessica Kent

An artificial intelligence algorithm was able to identify prostate cancer from tissue slides significantly more accurately than expert pathologists and previous algorithms, according to a study...

NIH Launches AI, Medical Imaging Center to Combat COVID-19

by Jessica Kent

NIH has launched the Medical Imaging and Data Resource Center (MIDRC), which will utilize artificial intelligence and medical imaging to enhance COVID-19 detection and treatment. For more coronavirus...

New Machine Learning Approach Supports Patient Data Privacy

by Jessica Kent

A new technique enables clinicians to train machine learning models while preserving patient data privacy and could advance the field of brain imaging, according to a study published in Scientific...

ACR, RSNA Caution FDA Against Autonomous AI in Medical Imaging

by Jessica Kent

Despite the promise of artificial intelligence in medical imaging, the FDA currently cannot ensure the safety and efficacy of automated AI in the imaging field, according to comments from the American...

Enhancing Cervical Cancer Screenings with Artificial Intelligence

by Jessica Kent

The potential for artificial intelligence to advance medical imaging and radiology has been well-documented in healthcare research. From earlier detection and more accurate assessments, to less...

New Imaging Analytics Method May Boost Schizophrenia Treatment

by Jessica Kent

An innovative imaging analytics method helped researchers categorize subgroups of schizophrenia patients using functional magnetic resonance imaging (fMRI) data, according to a study published in...