Research Article

Heart Failure Detection Using Quantum-Enhanced Machine Learning and Traditional Machine Learning Techniques for Internet of Artificially Intelligent Medical Things

Table 2

QML-based healthcare platforms [1, 79, 23, 38, 45, 46].

Developed platformPurposeHow to use

PathAIThey developed a machine-learning algorithm to assist pathologists in making precise diagnoses.Ingenious methods can be developed for different medical treatments, and also, it helps minimize errors in cancer detection.
EnliticArtificial intelligence deep learning for actionable insightsIt is used to streamline radiology diagnosis and analyses raw and unlabelled medical data such as radiology images and genomics.
FreenomeEarlier cancer detection with AIFreenome is subjected to discover cancer in its early phases and subsequently helps build new methods of treating cancer.
BioXcel TherapeuticsBioXcel Therapeutics employs AI to re-innovate clinically approved products and medicines.BioXcel Therapeutics’ mission is to reinvent drugs in the immuno-oncology and neuroscience domains. AI is believed to be the only instrument to maximize the value of clinically approved treatments and goods.
BERG HealthTreating rare disease with AIBERG is an AI-based clinical platform that leverages the treatment by quick mapping of disease, thereby helping develop medicines.
XtalPiCombining AI-cloud and quantum computing-based digital drug discoveryXtalPi’s ID4 platform is an AI-based engine that predicts the chemical and pharmaceutical properties for reinventing drug design and development.
AtomwiseNeural network for clinical trialsAtomwise uses AI technology to configure the most dangerous diseases such as Ebola and multiple sclerosis (MS).
Deep GenomicsIdentifying more promising prospects for developing medicinesDeep Genomics is a platform primarily based on AI that can develop drug-related disorders such as neuromuscular and neurodegenerative.
BenevolentAIDeep learning for targeted treatmentBenevolent is subjected to providing the appropriate treatment to the right patients at the required time by using AI for a better target. Also, it gives unearthed insights with the help of deep learning.
OliveAutomating the most repetitive processes in healthcareOlive is an AI-based platform built to automate the repetitive task of the healthcare industry and thus saves the precious time of administrators, thereby fostering them to accomplish higher-order tasks.
QventusReal-time patient flow optimizationQventus is a platform that is based on artificial intelligence, which aids in overcoming operational challenges primarily related to emergency rooms and patient safety.
Babylon HealthIncreasing access to healthcareBabylon is an artificial intelligence-based platform that enables patients to access various healthcare-related services via a powerful interactive interface.
CloudMedXFor a better patient journeyCloudMedX provides AI tools to ease the burden by reducing manual work. It works by ingesting structured and unstructured data and then uses this data to get insights by using machine learning algorithms.
Vicarious surgicalVirtual reality-enabled robotics for surgeryVicarious Surgical aims to improve patient outcomes by fusing virtual reality with robots exhibiting AI technology.
Auris healthAI robots revolutionizing endoscopyAuris Health is leveraging medical intervention by introducing the Monarch platform. This platform integrates data science and microinstrumentation to bring improvement in endoscopies design and tools.
IntuitivePioneering robotic surgeryIntuitive’s da Vinci platforms have come up with a pioneering robotic surgery technique in industries.
MicrosureImproving surgical precisionMicrosure robots were designed with the ability to aid surgeons with robotic assistance and thereby to overcome human physical limitations.