The phrase “Let food be thy medicine…” means that food can be a form of medicine and
medicine can be a form of food; in other words, that the diet we eat can have a significant …

This review synthesizes the literature on explaining machine-learning models for digital
health data in precision medicine. As healthcare increasingly tailors treatments to individual …

This concept paper explores the integration of pharmacogenomic testing into personalized
medicine practices in the USA and its implications for medication quality control and …

Cyclooxygenase (COX) enzymes are pivotal in inflammation and cancer development. COX-
2, in particular, has been implicated in tumor growth, angiogenesis, and immune evasion …

Navigating the intricate landscape of the tumor microenvironment (TME) unveils a pivotal
arena for cancer therapeutics, where cytokines and soluble mediators emerge as double …

In our study, we introduce a novel hybrid ensemble model that synergistically combines
LSTM, BiLSTM, CNN, GRU, and GloVe embeddings for the classification of gene mutations …

This review critically examines the integration of Machine Learning (ML) in drug discovery,
highlighting its applications across target identification, hit discovery, lead optimization, and …

Background: Traditional toxicity testing emphasizes animal models with growing concerns
regarding predictive capacity, throughput and ethics. Rapid innovation surrounding human …

This review delves into Information Technology's (IT) transformative impact on precision
medicine and genomics, spotlighting the pivotal role of bioinformatics, data mining, machine …

Cancer is a major public health concern worldwide; it is the second-highest cause of death
in the United States. According to projections of cancer incidence and mortality rates …