Litcius/Paper detail

Multimodal molecular imaging in drug discovery and development

Isabeau Vermeulen, Emre M. Isin, Patrick Barton, Berta Cillero‐Pastor, Ron M. A. Heeren

2022Drug Discovery Today51 citationsDOIOpen Access PDF

Abstract

In addition to individual imaging techniques, the combination and integration of several imaging techniques, so-called multimodal imaging, can provide large amounts of anatomical, functional, and molecular information accelerating drug discovery and development processes. Imaging technologies aid in understanding the disease mechanism, finding new pharmacological targets, and assessment of new potential drug candidates and treatment response. Here, we describe how different imaging techniques can be used in different phases of drug discovery and development and highlight their strengths, related innovations, and future potential with a focus on the implementation of artificial intelligence (AI) and radiomics for imaging technologies.

Topics & Concepts

Drug discoveryDrug developmentMolecular imagingComputer scienceMechanism (biology)Artificial intelligenceDrugData scienceBioinformaticsMedicineBiologyPharmacologyBiotechnologyIn vivoEpistemologyPhilosophyRadiomics and Machine Learning in Medical ImagingMedical Imaging Techniques and ApplicationsMachine Learning in Materials Science