Dilated Cardiomyopathy is conventionally defined by left ventricular dilatation and
dysfunction in the absence of coronary disease. Emerging evidence suggests many patients …

Pulmonary Arterial Wedge Pressure (PAWP) is an essential cardiovascular hemodynamics
marker to detect heart failure. In clinical practice, Right Heart Catheterization is considered a …

The recent advancements in artificial intelligence (AI) combined with the extensive amount
of data generated by today's clinical systems, has led to the development of imaging AI …

Deep learning has brought a significant progress in medical image analysis. However, their
lack of interpretability might bring high risk for wrong diagnosis with limited clinical …

Abstract Evaluation of predictive deep learning (DL) models beyond conventional
performance metrics has become increasingly important for applications in sensitive …

Deep learning methods have shown significant performance in medical image analysis
tasks. However, they generally act like “black box” without explanations in both feature …

Abnormal spleen enlargement (splenomegaly) is regarded as a clinical indicator for a range
of conditions, including liver disease, cancer and blood diseases. While spleen length …

Deep learning methods have shown significant performance in medical image analysis
tasks. However, they generally act like” black box” without explanations in both feature …

Early diagnosis of melanoma is important for patient care, but dermatologists are struggling
to keep up with the increasing demand for skin disease care. Computer-aided diagnostic …

This chapter focuses on how we can best predict the future health of patients, known as
prognosis. This encompasses areas such as risk prediction and predicting response to …