A survey on multimodal data-driven smart healthcare systems: approaches and applications

Q Cai, H Wang, Z Li, X Liu - IEEE Access, 2019 - ieeexplore.ieee.org
Multimodal data-driven approach has emerged as an important driving force for smart
healthcare systems with applications ranging from disease analysis to triage, diagnosis and …

A comprehensive survey on multimodal medical signals fusion for smart healthcare systems

G Muhammad, F Alshehri, F Karray, A El Saddik… - Information …, 2021 - Elsevier
Smart healthcare is a framework that utilizes technologies such as wearable devices, the
Internet of Medical Things (IoMT), sophisticated machine learning algorithms, and wireless …

Multimodal biomedical AI

JN Acosta, GJ Falcone, P Rajpurkar, EJ Topol - Nature Medicine, 2022 - nature.com
The increasing availability of biomedical data from large biobanks, electronic health records,
medical imaging, wearable and ambient biosensors, and the lower cost of genome and …

[HTML][HTML] A survey of multimodal information fusion for smart healthcare: Mapping the journey from data to wisdom

T Shaik, X Tao, L Li, H Xie, JD Velásquez - Information Fusion, 2023 - Elsevier
Multimodal medical data fusion has emerged as a transformative approach in smart
healthcare, enabling a comprehensive understanding of patient health and personalized …

Toward practical privacy-preserving analytics for IoT and cloud-based healthcare systems

S Sharma, K Chen, A Sheth - IEEE Internet Computing, 2018 - ieeexplore.ieee.org
Modern healthcare systems now rely on advanced computing methods and technologies,
such as Internet of Things (IoT) devices and clouds, to collect and analyze personal health …

Medical analytics for healthcare intelligence–Recent advances and future directions

T Chen, E Keravnou-Papailiou, G Antoniou - Artificial Intelligence in …, 2021 - Elsevier
Recent advances in information technology have facilitated the massive collection of big
data in numerous areas, including the healthcare sector. Healthcare data exists in various …

Intelligence-based health recommendation system using big data analytics

AK Sahoo, S Mallik, C Pradhan, BSP Mishra… - Big data analytics for …, 2019 - Elsevier
In today's digital world, healthcare is one of the core areas in the medical domain. A
healthcare system is required to analyze a large amount of patient data, which helps to …

Health big data analytics: A technology survey

G Harerimana, B Jang, JW Kim, HK Park - Ieee Access, 2018 - ieeexplore.ieee.org
Because of the vast availability of data, there has been an additional focus on the health
industry and an increasing number of studies that aim to leverage the data to improve …

[HTML][HTML] Technology-based innovations to foster personalized healthy lifestyles and well-being: a targeted review

EG Spanakis, S Santana, M Tsiknakis, K Marias… - Journal of medical …, 2016 - jmir.org
Background New community-based arrangements and novel technologies can empower
individuals to be active participants in their health maintenance, enabling people to control …

A data integration platform for patient-centered e-healthcare and clinical decision support

M Jayaratne, D Nallaperuma, D De Silva… - Future Generation …, 2019 - Elsevier
The proliferation of disconnected information systems accumulating increasing volumes of
heterogeneous data is a formidable challenge in the healthcare domain. It is necessary to …