Artificial intelligence, healthcare, clinical genomics, and pharmacogenomics approaches in precision medicine
… In this study, we hypothesize that the continued integration of pharmacogenomics, clinical
genomics, AI, and healthcare will allow for increased potential in patient diagnosis and …
genomics, AI, and healthcare will allow for increased potential in patient diagnosis and …
Precision psychiatry applications with pharmacogenomics: artificial intelligence and machine learning approaches
… Several works have applied artificial intelligence and machine learning methods to predict
future medical outcomes based on the current patient clinical and illness status. In this review, …
future medical outcomes based on the current patient clinical and illness status. In this review, …
Implementation of pharmacogenomics and artificial intelligence tools for chronic disease management in primary care setting
P Silva, D Jacobs, J Kriak, A Abu-Baker… - Journal of Personalized …, 2021 - mdpi.com
… with genomic and pharmacogenomic analyses combined with personal health and … ; to
demonstrate the value of personalized medicine approaches on public health outcomes. …
demonstrate the value of personalized medicine approaches on public health outcomes. …
Translating cancer genomics into precision medicine with artificial intelligence: applications, challenges and future perspectives
J Xu, P Yang, S Xue, B Sharma, M Sanchez-Martin… - Human genetics, 2019 - Springer
… Integration of artificial intelligence (AI) approaches such as machine learning, deep learning,
… We believe that AI will remain the main driver to healthcare transformation toward precision …
… We believe that AI will remain the main driver to healthcare transformation toward precision …
Deep learning in pharmacogenomics: from gene regulation to patient stratification
… many important subfields of artificial intelligence over the last … approaches for knowledge
extraction in pharmacogenomics … pharmacogenomic response, prediction of drug–genome …
extraction in pharmacogenomics … pharmacogenomic response, prediction of drug–genome …
[HTML][HTML] Pharmacogenomics in practice
L Wang, R Weinshilboum - Clinical pharmacology and …, 2019 - ncbi.nlm.nih.gov
… Pharmacogenomics is the aspect of clinical genomics that … of the healthcare team also
cries out for novel approaches—… to apply artificial intelligence and machine learning to create …
cries out for novel approaches—… to apply artificial intelligence and machine learning to create …
Artificial intelligence, big data and machine learning approaches in genome-wide SNP-based prediction for precision medicine and drug discovery
I Joshi, A Bhrdwaj, R Khandelwal, A Pande… - Big data analytics in …, 2023 - Elsevier
… a clinical genomic signature for novel drug discovery and target prediction in health omics. …
prevalent in mendelian disease prediction, pharmacogenomics, and precision oncology. …
prevalent in mendelian disease prediction, pharmacogenomics, and precision oncology. …
… machine learning and pharmacogenomic biomarkers for predicting response to antidepressant treatment: can computational intelligence be used to augment clinical …
AP Athreya, R Iyer, L Wang, RM Weinshilboum… - …, 2019 - Taylor & Francis
… at baseline, 4 and 8 weeks, as well as genomic data. The … and in healthcare more broadly
should be acknowledged … with machine learning and other artificial intelligence approaches to …
should be acknowledged … with machine learning and other artificial intelligence approaches to …
Pharmacogenomics at the center of precision medicine: challenges and perspective in an era of Big Data
D Primorac, L Bach-Rojecky, D Vađunec… - …, 2020 - Taylor & Francis
… We propose to apply the principles artificial intelligence to develop a medication … the tailoring
of medical treatment to the individual characteristics of each patient. The approach relies on …
of medical treatment to the individual characteristics of each patient. The approach relies on …
[PDF][PDF] Artificial Intelligence and Pharmacogenomics: A Timely Synergy for Individualizing Medicine
RK Iyer, AP Athreya, L Wang… - Advances in Molecular …, 2019 - Elsevier
… Methods embodying artificial intelligence play a crucial role … the power of clinical and
genome-wide genomic data have … medical centers and health systems that are implementing …
genome-wide genomic data have … medical centers and health systems that are implementing …