The state of quantum computing applications in health and medicine

FF Flöther - Research Directions: Quantum Technologies, 2023 - cambridge.org
Medicine, including fields in healthcare and life sciences, has seen a flurry of quantum-
related activities and experiments in the last few years (although biology and quantum …

[HTML][HTML] The potential of quantum computing and machine learning to advance clinical research and change the practice of medicine

D Solenov, J Brieler, JF Scherrer - Missouri medicine, 2018 - ncbi.nlm.nih.gov
We may be at the advent of a revolution in computer applications in clinical care and
medical research. Quantum computing can exponentially advance computational power and …

Biology and medicine in the landscape of quantum advantages

BA Cordier, NPD Sawaya… - Journal of the …, 2022 - royalsocietypublishing.org
Quantum computing holds substantial potential for applications in biology and medicine,
spanning from the simulation of biomolecules to machine learning methods for subtyping …

Quantum machine learning applications in the biomedical domain: A systematic review

D Maheshwari, B Garcia-Zapirain, D Sierra-Sosa - Ieee Access, 2022 - ieeexplore.ieee.org
Quantum technologies have become powerful tools for a wide range of application
disciplines, which tend to range from chemistry to agriculture, natural language processing …

Harnessing Quantum Computing for Drug Discovery and Molecular Modelling in Precision Medicine: Exploring Its Applications and Implications for Precision Medicine …

M Raparthi - Advances in Deep Learning Techniques, 2022 - thesciencebrigade.com
Quantum computing is poised to revolutionize various scientific fields, including drug
discovery and molecular modeling in precision medicine. This paper explores the potential …

Quantum machine learning revolution in healthcare: a systematic review of emerging perspectives and applications

U Ullah, B Garcia-Zapirain - IEEE Access, 2024 - ieeexplore.ieee.org
Quantum computing (QC) stands apart from traditional computing systems by employing
revolutionary techniques for processing information. It leverages the power of quantum bits …

A survey on quantum machine learning: Current trends, challenges, opportunities, and the road ahead

K Zaman, A Marchisio, MA Hanif… - arXiv preprint arXiv …, 2023 - arxiv.org
Quantum Computing (QC) claims to improve the efficiency of solving complex problems,
compared to classical computing. When QC is applied to Machine Learning (ML) …

[HTML][HTML] Quantum computing for healthcare: A review

R Ur Rasool, HF Ahmad, W Rafique, A Qayyum… - Future Internet, 2023 - mdpi.com
In recent years, the interdisciplinary field of quantum computing has rapidly developed and
garnered substantial interest from both academia and industry due to its ability to process …

Quantum computing algorithms: getting closer to critical problems in computational biology

L Marchetti, R Nifosì, PL Martelli… - Briefings in …, 2022 - academic.oup.com
The recent biotechnological progress has allowed life scientists and physicians to access an
unprecedented, massive amount of data at all levels (molecular, supramolecular, cellular …

Quantum machine learning in healthcare: Developments and challenges

S Rani, PK Pareek, J Kaur, M Chauhan… - … on Integrated Circuits …, 2023 - ieeexplore.ieee.org
Machine learning is playing a very significant role to process voluminous data and its
classification in a variety of domains. Due to better performance and rapid development in …