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The state of quantum computing applications in health and medicine
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 …
related activities and experiments in the last few years (although biology and quantum …
From intuition to AI: evolution of small molecule representations in drug discovery
Within drug discovery, the goal of AI scientists and cheminformaticians is to help identify
molecular starting points that will develop into safe and efficacious drugs while reducing …
molecular starting points that will develop into safe and efficacious drugs while reducing …
Quantum fuzzy neural network for multimodal sentiment and sarcasm detection
Sentiment and sarcasm detection in social media contribute to assessing social opinion
trends. Over the years, most artificial intelligence (AI) methods have relied on real values to …
trends. Over the years, most artificial intelligence (AI) methods have relied on real values to …
QNMF: A quantum neural network based multimodal fusion system for intelligent diagnosis
Abstract The Internet of Medical Things (IoMT) has emerged as a significant research area in
the medical field, enabling the transmission of various types of data to the cloud for analysis …
the medical field, enabling the transmission of various types of data to the cloud for analysis …
Quantum machine learning on near-term quantum devices: Current state of supervised and unsupervised techniques for real-world applications
The past decade has witnessed significant advancements in quantum hardware,
encompassing improvements in speed, qubit quantity, and quantum volume—a metric …
encompassing improvements in speed, qubit quantity, and quantum volume—a metric …
Navigating with chemometrics and machine learning in chemistry
Chemometrics and machine learning are artificial intelligence-based methods stirring a
transformative change in chemistry. Organic synthesis, drug discovery and analytical …
transformative change in chemistry. Organic synthesis, drug discovery and analytical …
Recent advances in quantum computing for drug discovery and development
Preserving human health is of utmost importance, and unrestricted availability of
medications is essential for overall wellness. Pharmaceuticals, which consist of a wide …
medications is essential for overall wellness. Pharmaceuticals, which consist of a wide …
Quantum utility–definition and assessment of a practical quantum advantage
Several benchmarks have been proposed to holistically measure quantum computing
performance. While some have focused on the end user's perspective (eg, in application …
performance. While some have focused on the end user's perspective (eg, in application …
Quantum machine learning predicting ADME-Tox properties in drug discovery
In the drug discovery paradigm, the evaluation of absorption, distribution, metabolism, and
excretion (ADME) and toxicity properties of new chemical entities is one of the most critical …
excretion (ADME) and toxicity properties of new chemical entities is one of the most critical …
A practitioner's guide to quantum algorithms for optimisation problems
Quantum computing is gaining popularity across a wide range of scientific disciplines due to
its potential to solve long-standing computational problems that are considered intractable …
its potential to solve long-standing computational problems that are considered intractable …