View Article

Abstract

The goal of artificial intelligence (AI) is to imitate human cognitive processes. The healthcare industry is undergoing a paradigm shift due to the rapid advancement of analytics techniques and the increased availability of healthcare data. The industry has seen a positive change as a result of the development of artificial intelligence, which offers precise data-driven decisions. AI is crucial to many pharmacy domains, including polypharmacology, hospital pharmacy, drug delivery formulation development, and drug discovery. Different Artificial Neural Networks (ANNs), such as Deep Neural Networks (DNNs) or Recurrent Neural Networks (RNNs), are being used in drug discovery and drug delivery formulation development. In the current Review article, the various applications of AI in healthcare including the role of AI in pharmacy, drug discovery and drug design, disease diagnosis etc are discussed.

Keywords

Artificial intelligence (AI), drug design, Artificial Neural Network (ANN), Recurrent Neural Network (RNN)

Reference

  1. Rong G, Mendez A, Assi EB, Zhao B, Sawan M. Artificial intelligence in healthcare: review and prediction case studies. Engineering. 2020 Mar 1;6(3):291-301.
  2. Verma I, Krishna KR, Sen D, Prasad JK. Artificial intelligence on future aspects (how AI will impact in 2030). Psychology and Education Journal. 2021;58(2):401-14.
  3.  Amann J, Blasimme A, Vayena E, Frey D, Madai VI, Precise4Q Consortium. Explainability for artificial intelligence in healthcare: a multidisciplinary perspective. BMC medical informatics and decision making. 2020 Dec; 20:1-9.
  4. Alugubelli R. Exploratory study of artificial intelligence in healthcare. International Journal of Innovations in Engineering Research and Technology. 2016;3(1):1-0.
  5. Yu KH, Beam AL, Kohane IS. Artificial intelligence in healthcare. Nature biomedical engineering. 2018 Oct;2(10):719-31.
  6. Guan J. Artificial intelligence in healthcare and medicine: promises, ethical challenges and governance. Chinese Medical Sciences Journal. 2019 Jun 1;34(2):76-83.
  7.  Manne R, Kantheti SC. Application of artificial intelligence in healthcare: chances and challenges. Current Journal of Applied Science and Technology. 2021 Apr 24;40(6):78-89.
  8.   Hessler G, Baringhaus KH. Artificial intelligence in drug design. Molecules. 2018 Oct 2;23(10):2520…
  9.   Schneider P, Walters WP, Plowright AT, Sieroka N, Listgarten J, Goodnow Jr RA, Fisher J, Jansen JM, Duca JS, Rush TS, Zentgraf M. Rethinking drug design in the artificial intelligence era. Nature Reviews Drug Discovery. 2020 May;19(5):353-64.
  10.  Pacis DM, Subido ED, Bugtai NT. Trends in telemedicine utilizing artificial intelligence. In AIP conference proceedings 2018 Feb 13 (Vol. 1933, No. 1). AIP Publishing.
  11.  Das S, Dey R, Nayak AK. Artificial intelligence in pharmacy. Indian Journal of Pharmaceutical Education and Research. 2021 Apr 1;55(2):304-18.
  12. Mishra V. Artificial intelligence: the beginning of a new era in pharmacy profession. Asian Journal of Pharmaceutics (AJP). 2018 May 30;12(02).
  13. Kumar Y, Koul A, Singla R, Ijaz MF. Artificial intelligence in disease diagnosis: a systematic literature review, synthesizing framework and future research agenda. Journal of ambient intelligence and humanized computing. 2022 Jan 13:1-28.
  14. Shen J, Zhang CJ, Jiang B, Chen J, Song J, Liu Z, He Z, Wong SY, Fang PH, Ming WK. Artificial intelligence versus clinicians in disease diagnosis: systematic review. JMIR medical informatics. 2019 Aug 16;7(3): e10010.
  15. Aung YY, Wong DC, Ting DS. The promise of artificial intelligence: a review of the opportunities and challenges of artificial intelligence in healthcare. British medical bulletin. 2021 Sep;139(1):4-15.
  16. Khan B, Fatima H, Qureshi A, Kumar S, Hanan A, Hussain J, Abdullah S. Drawbacks of artificial intelligence and their potential solutions in the healthcare sector. Biomedical Materials & Devices. 2023 Feb 8:1-8.
  17. Lukashenko O, Bikila Z, Dubgorn A. Opportunities and challenges of artificial intelligence in healthcare. InE3S Web of Conferences 2019 (Vol. 110, p. 02028). EDP Sciences.
  18. Sharma T, Mankoo A, Sood V. Artificial intelligence in advanced pharmacy. International Journal of Science and Research Archive. 2021;2(1):047-54

Photo
Greeshma Ramachandran
Corresponding author

Department of Pharmacy Practice, Srinivas College of Pharmacy, Mangalore-574143

Photo
Krishnananda Kamath
Co-author

Department of Pharmacy Practice, Srinivas College of Pharmacy, Mangalore-574143

Photo
A R Shabaraya
Co-author

Department of Pharmacy Practice, Srinivas College of Pharmacy, Mangalore-574143

Greeshma Ramachandran*, Krishnananda Kamath, A R Shabaraya Artificial Intelligence In Healthcare: A Review, Int. J. in Pharm. Sci., 2023, Vol 1, Issue 11, 588-595. https://doi.org/10.5281/zenodo.10213764

More related articles
Synthesis, Mechanism of action And Characterizatio...
Dhobale Sushmita , Gholap Rutuja , Khutal Tejaswinee , Dr. Lokhan...
Neurological Complication of Energy Drinks (ED) & ...
Kailash Singh Bisht, Sanket Agari, Ashok, ...
Long-Acting Injectable Drug Systems (LAI) – New ...
Meet Agrawal , Preet Patil, Gagan Patel, Isha Sharma, Upashna Sol...
View more
Cryo–TEM Analysis of Liposomes...
Dr. Manisha Nangude, R. D. Damse, Chetana Mayekar, T. A. Dalvi, G. M. Choudhary, A. S. Desai, G. N. ...
Adverse Drug Reaction Monitoring in Indian Hospital Pharmacy: A Review...
Mutthe Prashant , ...
Analytical Optimization Of 1,2,4-Triazole Derivative in Pharmaceutical Dosage Fo...
Jisha M. S., Prasanth V. V., Karmvir, ...
View more
Download PDF
Related Articles
Formulation And Evaluation of Cassia Auriculata Herbal Ointment For Anti-Microb...
M. Sujatha, Akelesh T., W. D. Sam Solomon , ...
Formulation And Evaluation of Anthralin Nano Particle Loaded Shampoo for Alopeci...
Aadi Sathyan, Dr. Rakesh Kumar Jat, Dr. Lal Prasanth M. L., ...
A Review on Human Immuno Deficiency Virus and Acquired Immuno Deficiency Syndrom...
Boddani Sunil , Nuthipalli Joshna, Addala Bhargavi Satya, Nada Akshitha, Rejeti Himabindu, Javvadi D...
Formulation and Evaluation on Herbal Hair Shampoo...
Jayraj Khedkar, Aarti Lahamage, Dipti Naikwadi, ...
Synthesis, Mechanism of action And Characterization of Sulphonamide ...
Dhobale Sushmita , Gholap Rutuja , Khutal Tejaswinee , Dr. Lokhande R. P. , ...
More related articles
Synthesis, Mechanism of action And Characterization of Sulphonamide ...
Dhobale Sushmita , Gholap Rutuja , Khutal Tejaswinee , Dr. Lokhande R. P. , ...
Neurological Complication of Energy Drinks (ED) & Caffeinated Beverages in Young...
Kailash Singh Bisht, Sanket Agari, Ashok, ...
Long-Acting Injectable Drug Systems (LAI) – New Generation Therapies...
Meet Agrawal , Preet Patil, Gagan Patel, Isha Sharma, Upashna Solanki , Sahil Patel, Parvez Lakdawal...
View more
Synthesis, Mechanism of action And Characterization of Sulphonamide ...
Dhobale Sushmita , Gholap Rutuja , Khutal Tejaswinee , Dr. Lokhande R. P. , ...
Neurological Complication of Energy Drinks (ED) & Caffeinated Beverages in Young...
Kailash Singh Bisht, Sanket Agari, Ashok, ...
Long-Acting Injectable Drug Systems (LAI) – New Generation Therapies...
Meet Agrawal , Preet Patil, Gagan Patel, Isha Sharma, Upashna Solanki , Sahil Patel, Parvez Lakdawal...
View more

Copyright © 2025 IJPS. All rights reserved