machine learning – Page 2

Advancing Precision Medicine in Hepatocellular Carcinoma: Machine Learning Radiomic Models Surpass Clinical Biomarkers in Predicting Immunotherapy Outcomes

By MedXY 09/27/2025

Integrated radiomic-clinical machine learning models outperform traditional clinical biomarkers in predicting survival and treatment response in unresectable hepatocellular carcinoma patients undergoing atezolizumab plus bevacizumab therapy.

General Surgery news Oncology Specialties

Optimizing Treatment Selection for Hepatocellular Carcinoma: Machine Learning Guidance in Choosing Liver Transplantation versus Surgical Resection

By MedXY 09/23/2025

A machine learning model accurately stratifies patients with hepatocellular carcinoma to guide individualized selection between liver transplantation and surgical resection, improving survival outcomes while addressing donor scarcity and patient heterogeneity.

AI Cardiology Specialties

Harnessing Machine Learning to Predict High-Risk Coronary Artery Disease: Insights from the SCOT-HEART Trial

By MedXY 09/14/2025

Machine learning models trained on clinical data improve prediction of coronary artery disease on CT scans compared to traditional risk scores, potentially guiding better resource utilization in cardiovascular care.

Clinical Updates news Oncology Pathology & Lab Medicine

Revolutionizing Early Detection of Pancreatic Cancer: A cfDNA Fragmentomics and Machine Learning Model

By MedXY 09/08/2025

A new cell-free DNA fragmentomics model combined with machine learning achieves high accuracy for early pancreatic cancer detection, potentially improving patient outcomes through timely intervention.

AI Cardiology Specialties

Advancing Acute Coronary Syndrome Care: ECG-Based Machine Learning Enhances Risk Stratification

By MedXY 08/16/2025

A prospective study shows that machine learning models trained on 12-lead ECG features outperform HEART score in predicting mortality among chest pain patients, improving risk-based care precision.

$Explainable Artificial Intelligence for Predicting Refractory Ulcerative Colitis: Insights from a Japanese Nationwide Registry$

AI Clinical Updates Gastroenterology news Specialties

Explainable Artificial Intelligence for Predicting Refractory Ulcerative Colitis: Insights from a Japanese Nationwide Registry

By MedXY 08/07/2025

A machine learning model using nationwide registry data accurately predicts long-term remission in refractory ulcerative colitis and identifies key prognostic factors such as pseudopolyps.