Artificial intelligence for drug discovery: Are we there yet?
C Hasselgren, TI Oprea - Annual Review of Pharmacology and …, 2024 - annualreviews.org
Drug discovery is adapting to novel technologies such as data science, informatics, and
artificial intelligence (AI) to accelerate effective treatment development while reducing costs …
artificial intelligence (AI) to accelerate effective treatment development while reducing costs …
Innovations in genomics and big data analytics for personalized medicine and health care: A review
Big data in health care is a fast-growing field and a new paradigm that is transforming case-
based studies to large-scale, data-driven research. As big data is dependent on the …
based studies to large-scale, data-driven research. As big data is dependent on the …
Computational models for clinical applications in personalized medicine—guidelines and recommendations for data integration and model validation
CB Collin, T Gebhardt, M Golebiewski… - Journal of personalized …, 2022 - mdpi.com
The future development of personalized medicine depends on a vast exchange of data from
different sources, as well as harmonized integrative analysis of large-scale clinical health …
different sources, as well as harmonized integrative analysis of large-scale clinical health …
Systems biology of angiogenesis signaling: Computational models and omics
Angiogenesis is a highly regulated multiscale process that involves a plethora of cells, their
cellular signal transduction, activation, proliferation, differentiation, as well as their …
cellular signal transduction, activation, proliferation, differentiation, as well as their …
[HTML][HTML] Credibility assessment of computational models according to ASME V&V40: Application to the Bologna biomechanical computed tomography solution
A Aldieri, C Curreli, JA Szyszko, AA La Mattina… - Computer Methods and …, 2023 - Elsevier
Background and objective When a computational model aims to be adopted beyond
research purposes, eg to inform a clinical or regulatory decision, trust must be placed in its …
research purposes, eg to inform a clinical or regulatory decision, trust must be placed in its …
[HTML][HTML] Digital twinning of the human ventricular activation sequence to Clinical 12-lead ECGs and magnetic resonance imaging using realistic Purkinje networks for …
Cardiac in silico clinical trials can virtually assess the safety and efficacy of therapies using
human-based modelling and simulation. These technologies can provide mechanistic …
human-based modelling and simulation. These technologies can provide mechanistic …
Bioreactors for engineering patient-specific tissue grafts
Bioreactors have the potential to advance the clinical application of cell-based therapies.
Cell expansion bioreactors have been used commercially for therapeutic applications; …
Cell expansion bioreactors have been used commercially for therapeutic applications; …
Evaluation framework for systems models
S Braakman, P Pathmanathan… - CPT: pharmacometrics & …, 2022 - Wiley Online Library
As decisions in drug development increasingly rely on predictions from mechanistic systems
models, assessing the predictive capability of such models is becoming more important …
models, assessing the predictive capability of such models is becoming more important …
In-silico drug trials for precision medicine in atrial fibrillation: From ionic mechanisms to electrocardiogram-based predictions in structurally-healthy human atria
Atrial fibrillation (AF) inducibility, sustainability and response to pharmacological treatment of
individual patients are expected to be determined by their ionic current properties, especially …
individual patients are expected to be determined by their ionic current properties, especially …
On the role of benchmarking data sets and simulations in method comparison studies
S Friedrich, T Friede - Biometrical Journal, 2024 - Wiley Online Library
Method comparisons are essential to provide recommendations and guidance for applied
researchers, who often have to choose from a plethora of available approaches. While many …
researchers, who often have to choose from a plethora of available approaches. While many …