Artificial intelligence and machine learning approaches using gene expression and variant data for personalized medicine
S Vadapalli, H Abdelhalim, S Zeeshan… - Briefings in …, 2022 - academic.oup.com
Precision medicine uses genetic, environmental and lifestyle factors to more accurately
diagnose and treat disease in specific groups of patients, and it is considered one of the …
diagnose and treat disease in specific groups of patients, and it is considered one of the …
Precision medicine with multi-omics strategies, deep phenotyping, and predictive analysis
Z Ahmed - Progress in molecular biology and translational …, 2022 - Elsevier
Precision medicine is driven by the paradigm shift of empowering clinicians to predict the
most appropriate course of action for patients with complex diseases and to improve routine …
most appropriate course of action for patients with complex diseases and to improve routine …
[HTML][HTML] Investigating genes associated with heart failure, atrial fibrillation, and other cardiovascular diseases, and predicting disease using machine learning …
Cardiovascular disease (CVD) is the leading cause of mortality and loss of disability
adjusted life years (DALYs) globally. CVDs like Heart Failure (HF) and Atrial Fibrillation (AF) …
adjusted life years (DALYs) globally. CVDs like Heart Failure (HF) and Atrial Fibrillation (AF) …
Functional mutation, splice, distribution, and divergence analysis of impactful genes associated with heart failure and other cardiovascular diseases
I Mhatre, H Abdelhalim, W Degroat, S Ashok… - Scientific reports, 2023 - nature.com
Cardiovascular disease (CVD) is caused by a multitude of complex and largely heritable
conditions. Identifying key genes and understanding their susceptibility to CVD in the human …
conditions. Identifying key genes and understanding their susceptibility to CVD in the human …
Multi-omics strategies for personalized and predictive medicine: past, current, and future translational opportunities
Z Ahmed - Emerging topics in life sciences, 2022 - portlandpress.com
Precision medicine is driven by the paradigm shift of empowering clinicians to predict the
most appropriate course of action for patients with complex diseases and improve routine …
most appropriate course of action for patients with complex diseases and improve routine …
Recent applications of bioinformatics in target identification and drug discovery for Alzheimer's disease
Alzheimer's disease (AD) is a complex multifactorial neurodegenerative disease
characterized by progressive memory loss. The main pathological features of the disease …
characterized by progressive memory loss. The main pathological features of the disease …
Deciphering genomic signatures associating human dental oral craniofacial diseases with cardiovascular diseases using machine learning approaches
Objectives Periodontal diseases are chronic, inflammatory disorders that involve the
destruction of supporting tissues surrounding the teeth which leads to permanent damage …
destruction of supporting tissues surrounding the teeth which leads to permanent damage …
RNA-seq driven expression and enrichment analysis to investigate CVD genes with associated phenotypes among high-risk heart failure patients
Background Heart failure (HF) is one of the most common complications of cardiovascular
diseases (CVDs) and among the leading causes of death in the US. Many other CVDs can …
diseases (CVDs) and among the leading causes of death in the US. Many other CVDs can …
[HTML][HTML] Hygieia: AI/ML pipeline integrating healthcare and genomics data to investigate genes associated with targeted disorders and predict disease
Due to the advancements in sequencing technologies, genomics data is developing at an
unmatched pace and levels to foster translational research. Over ten million genomics …
unmatched pace and levels to foster translational research. Over ten million genomics …
Genomics pipelines to investigate susceptibility in whole genome and exome sequenced data for variant discovery, annotation, prediction and genotyping
Over the last few decades, genomics is leading toward audacious future, and has been
changing our views about conducting biomedical research, studying diseases, and …
changing our views about conducting biomedical research, studying diseases, and …