Effective risk stratification is essential in clinical practice, enabling better resource allocation and improved patient outcomes. Although machine learning models have been widely used for risk prediction and stratification in electronic health record (EHR)…
Continue Reading
Background: The mHealth App was believed as an effective method to support family caregivers to better care for stroke patients. This study aimed to explore the status and the influencing factors of mHealth App…
Continue Reading
Kidney transplantation offers life-extending treatment for patients with end-stage renal disease, yet long-term risks of graft loss and death persist. Traditional prediction models using only baseline data often fail to capture patients’ evolving health…
Continue Reading
Surgical site infections (SSIs), among the most frequent healthcare-associated infections, require surveillance, but traditional methods are labour-intensive. We developed machine learning (ML) and rule-based models for the semi-automated detection of deep and organ/space SSIs…
Continue Reading
Preoperative differentiation between xanthogranulomatous cholecystitis (XGC) and gallbladder cancer (GBC) remains challenging due to overlapping clinical and imaging features. This multicenter retrospective study developed a machine learning (ML) model, LIDGAX, using preoperative clinical, imaging,…
Continue Reading
We're excited to be back for another episode of the Life Sciences Today Podcast by Healthcare IT Today. My guest today is Aaron Smith, Co-Founder of Unlearn, to talk about how they use digital…
Continue Reading
What You Should Know:
– The Centers for Medicare & Medicaid (CMS) has launched a new market-based research challenge called the Crushing Fraud Chili Cook-Off Competition. The goal of the competition is to use explainable…
Continue Reading
Acute gastrointestinal bleeding (AGIB) is a potentially lethal complication in cirrhosis. In this prospective international multi-center study, the performance of CAGIB score for predicting the risk of in-hospital death in 2467 cirrhotic patients with…
Continue Reading
What You Should Know:
– Arkstone, a pioneer in machine learning (ML) and artificial intelligence (AI)-driven infectious disease clinical decision support and antimicrobial stewardship has been acquired by ARCHIMED, a private equity firm specializing in…
Continue Reading
Cochlear implants (CIs) have transformed the lives of over one million individuals with hearing impairment, including children as young as nine months. This systematic review critically examines the current literature on the application of…
Continue Reading
