XAI is a rapidly progressing field of machine learning, aiming to unravel the predictions of
complex models. XAI is especially required in sensitive applications, eg in health care, when …

Epigenetic clock, a highly accurate age estimator based on DNA methylation (DNAm) level,
is the basis for predicting mortality/morbidity and elucidating the molecular mechanism of …

In recent years there has been a widespread interest in researching biomarkers of aging that
could predict physiological vulnerability better than chronological age. Aging, in fact, is one …

The performance of an educational institution is considered to have a negative impact due to
the high percentage of students who do not graduate on time. Therefore, the number of …

A common problem in machine learning and pattern recognition is the process of identifying
the most relevant features, specifically in dealing with high-dimensional datasets in …

Pulmonary hypertension (PH) is a common disease that affects the normal functioning of the
human pulmonary arteries. The peripheral blood mononuclear cells (PMBCs) served as an …

Immune thrombocytopenia (ITP) is an autoimmune disease with the typical symptom of a low
platelet count in blood. ITP demonstrated age and sex biases in both occurrences and …

eXplainable Artificial Intelligence (XAI) is a rapidly progressing field of machine learning,
aiming to unravel the predictions of complex models. XAI is especially required in sensitive …

Breast cancer is one of main causes of death for women. Most of the existing survival
analyses focus on the features' associations with whether the patients may survive five years …

Motivation: DNA methylation is a biological process impacting the gene functions without
changing the underlying DNA sequence. The DNA methylation machinery usually attaches …