Automation: A revolutionary vision of artificial intelligence in theranostics

Bull Cancer. 2023 Feb;110(2):233-241. doi: 10.1016/j.bulcan.2022.10.009. Epub 2022 Dec 9.

Abstract

The last two decades have witnessed an extraordinary evolution of automation and artificial intelligence (AI), which has become an integral part of our daily lives. Lately, AI has also been assimilated in the field of medicine to upgrade overall healthcare system and encourage personalized treatment. Theranostics literally meaning combination of diagnosis and therapeutics, is a targeted pharmacotherapy, based on specific targeted diagnostic tests. Numerous theranostic agents/biomarkers are available which can identify the most beneficial treatment, correct dose or predict response to a medicine, thus, maximizing drug efficacy, minimizing toxicity and providing informed treatment choice. For instance, a statistics based Cluster-FLIM technology provides precise data on drug-receptor binding behavior in biological tissues using fluorescence real experimental imaging. Automated Idylla™ qPCR System is another approach in oncology to determine the EGFR mutations at initial stage as well as during the treatment and also assists the oncologist in designing the treatment protocol. Recent incorporation of automation and AI in theranostics has brought a drastic change in early detection and treatment protocols for various diseases such as cancer and diabetes. Also, it leads to quick analysis of number of diverse experimental datum with accuracy. The approach mainly uses computer algorithms to unveil relevant and significant information from clinical data, thereby assisting in making accurate, logical and pertinent decisions. This review highlights the emerging uses/role of automation and AI in theranostics, technical difficulties and focuses on its future prospects to facilitate a patient specific, reliable and efficient pharmacotherapy.

Keywords: Artificial intelligence; Automation; Cancer; In-silico; Precision medicine; Theranostics.

Publication types

  • Review

MeSH terms

  • Algorithms
  • Artificial Intelligence*
  • Automation
  • Humans
  • Neoplasms* / diagnosis
  • Neoplasms* / genetics
  • Neoplasms* / therapy
  • Precision Medicine / methods