Predictive Analytics

Predictive Model Accurately Flags Postpancreatectomy Hemorrhage Risk

by Shania Kennedy

Researchers have developed and validated a predictive model capable of identifying late postpancreatectomy hemorrhage (PPH) risk in patients with postoperative pancreatic fistula (cr-POPF) following...

Deep Learning Accurately Predicts Antihypertensive Treatment Success

by Shania Kennedy

Researchers have developed a deep neural network-based model to predict the most successful antihypertensive treatment for an individual, according to a study published recently in Mayo Clinic...

Predictive Models Flag Need for Nursing Home Care in Dementia Patients

by Shania Kennedy

Predictive models using self-report and proxy data can accurately forecast need for nursing home level of care (NHLOC) in community-dwelling older adults with dementia, according to a study published...

Large Language Model May Help Better Identify Postpartum Hemorrhage

by Shania Kennedy

Researchers from Brigham and Women’s Hospital have determined that a large language model (LLM) may be more accurate at identifying patients with postpartum hemorrhage than standard methods,...

Deep Learning Model Flags Non-Smokers at Increased Risk for Lung Cancer

by Shania Kennedy

A deep learning model can accurately identify non-smokers at high risk for lung cancer using only routine chest X-rays, according to research presented at this year’s meeting of the Radiological...

AI Tool May Help Breast Cancer Patients Avoid Unnecessary Chemotherapy

by Shania Kennedy

Researchers from Northwestern University have developed an artificial intelligence (AI) tool that may be able to spare breast cancer patients unnecessary chemotherapy treatments by using cell patterns...

AI Tool Uses Epigenetic Factors to Predict Cancer Survival Outcomes

by Shania Kennedy

Researchers from the UCLA Health Jonsson Comprehensive Cancer Center have created an artificial intelligence (AI) model that can successfully predict cancer survival outcomes by analyzing epigenetic...

Emory University Establishes Empathetic AI for Health Institute

by Shania Kennedy

Emory University will launch the Emory Empathetic AI for Health Institute (Emory AI.Health) later this month, which will support the development of artificial intelligence (AI) and predictive analytics...

AI Tools May Detect Heart Valve Disease, Predict Cardiovascular Risk

by Shania Kennedy

Artificial intelligence (AI) and deep learning tools may be capable of accurately detecting heart valve disease and predicting the risk of cardiovascular disease events, according to two preliminary...

Risk-Based Lung Cancer Screening May Reduce Racial, Ethnic Disparities

by Shania Kennedy

Researchers have demonstrated that a risk-based lung cancer screening model may reduce racial and ethnic disparities and improve screening efficiency compared to national lung cancer screening...

American College of Surgeons Develops Cancer Survival Prediction Tool

by Shania Kennedy

According to research presented at the American College of Surgeons (ACS) Clinical Congress 2023, a machine learning (ML) tool can accurately estimate patient-specific prognoses for thyroid,...

Cedars-Sinai Deep Learning Tool Accurately Predicts Atrial Fibrillation

by Shania Kennedy

Researchers from the Smidt Heart Institute at Cedars-Sinai demonstrated that a deep learning (DL) algorithm can accurately detect signs of atrial fibrillation in patients without symptoms, according to...

AI Tool Predicts Blood Clot Risk in Hospitalized Pediatric Patients

by Shania Kennedy

Researchers at Vanderbilt University Medical Center (VUMC) have developed an artificial intelligence (AI) tool capable of accurately identifying the risk of blood clots in pediatric patients, but found...

Artificial Intelligence Model May Help Predict Future Viral Outbreaks

by Shania Kennedy

Researchers from Harvard Medical School (HMS) and the University of Oxford have developed an artificial intelligence (AI) tool capable of predicting how a virus could evolve to escape the immune...

Predictive Models May Negatively Impact the Performance of Future Tools

by Shania Kennedy

Researchers from the Mount Sinai Icahn School of Medicine and the University of Michigan have found that the deployment of predictive analytics tools may influence the predictive capabilities of...

Precision Medicine Tool May Accurately Predict Bariatric Surgery Outcomes

by Shania Kennedy

Researchers from the University at Buffalo (UB) have demonstrated that a tool originally designed to predict a patient’s risk level for various addictions using genetic and psychosocial factors...

$2.8M NIH Grant to Support Development of Kidney Transplant AI

by Shania Kennedy

Researchers at University of Florida (UF) Health have been awarded a $2.8 million grant from the National Institutes of Health (NIH) to develop an artificial intelligence (AI)-based clinical decision...

AI Tool May Improve Tumor Removal Accuracy During Breast Cancer Surgery

by Shania Kennedy

Researchers from the University of North Carolina (UNC) Department of Surgery, the Joint UNC-North Carolina State University (NCSU) Department of Biomedical Engineering, and the UNC Lineberger...

University of Texas Awarded Funding for Disease Relapse Prediction AI

by Shania Kennedy

Researchers at the University of Texas at Arlington (UTA) have been awarded a $450,000 grant from the National Institute of General Medical Sciences to develop a machine learning-based model to predict...

How Can Predictive Analytics Help ACOs Boost Value-Based Care Delivery?

by Shania Kennedy

Accountable care organizations (ACOs) play a critical role in shifting the healthcare system toward value-based care, but population health management and care coordination initiatives require ACOs to invest in new technologies to achieve...