A comprehensive review of data analytics in healthcare management: Leveraging big data for decision-making

JO Arowoogun, O Babawarun, R Chidi… - World Journal of …, 2024 - wjarr.com
This research paper presents a comprehensive review of data analytics in healthcare
management, focusing on leveraging big data for decision-making. The literature review …

A Comprehensive Review of Smart Healthcare Systems: Architecture, Applications, Challenges, and Future Directions

G Mishra - International Journal of Innovative Research in …, 2024 - ijirts.org
Smart healthcare systems represent a transformative paradigm that leverages emerging
technologies to enhance patient care, improve healthcare delivery, and optimize clinical …

[HTML][HTML] MED-Prompt: A novel prompt engineering framework for medicine prediction on free-text clinical notes

A Ahmed, X Zeng, R Xi, M Hou, SA Shah - Journal of King Saud University …, 2024 - Elsevier
Existing AI-based medicine prediction systems require substantial training time, computing
resources, and extensive labeled data, yet they often lack scalability. To bridge these gaps …

Prompt-Eng: Healthcare Prompt Engineering: Revolutionizing Healthcare Applications with Precision Prompts

A Ahmed, M Hou, R Xi, X Zeng, SA Shah - Companion Proceedings of …, 2024 - dl.acm.org
Prompt Engineering has emerged as a pivotal technique in Natural Language Processing,
providing a flexible approach for leveraging pre-trained language models. Particularly, a …

[HTML][HTML] 15 years of Big Data: a systematic literature review

D Tosi, R Kokaj, M Roccetti - Journal of Big Data, 2024 - Springer
Big Data is still gaining attention as a fundamental building block of the Artificial Intelligence
and Machine Learning world. Therefore, a lot of effort has been pushed into Big Data …

[HTML][HTML] A 30-Year Review on Nanocomposites: Comprehensive Bibliometric Insights into Microstructural, Electrical, and Mechanical Properties Assisted by Artificial …

F Gomes Souza Jr, S Bhansali, K Pal… - Materials, 2024 - mdpi.com
From 1990 to 2024, this study presents a groundbreaking bibliometric and sentiment
analysis of nanocomposite literature, distinguishing itself from existing reviews through its …

[HTML][HTML] A computational fractional order model for optimal control of wearable healthcare monitoring devices for maternal health

OO Nneka, KC Okafor, CA Nwabueze, CB Mbachu… - Healthcare …, 2024 - Elsevier
The post-COVID-19 landscape has propelled the global telemedicine sector to a projected
valuation of USD 91.2 billion by 2022, with a remarkable compounded annual growth rate …

M3H: Multimodal Multitask Machine Learning for Healthcare

D Bertsimas, Y Ma - arXiv preprint arXiv:2404.18975, 2024 - arxiv.org
Recent breakthroughs in AI are poised to fundamentally enhance our study and
understanding of healthcare. The development of an integrated many-to-many framework …

[HTML][HTML] PLA—A Privacy-Embedded Lightweight and Efficient Automated Breast Cancer Accurate Diagnosis Framework for the Internet of Medical Things

C Yan, X Zeng, R Xi, A Ahmed, M Hou, MH Tunio - Electronics, 2023 - mdpi.com
The Internet of Medical Things (IoMT) can automate breast tumor detection and classification
with the potential of artificial intelligence. However, the leakage of sensitive data can cause …

[HTML][HTML] Analysis of Publications on Health Information Management Using the Science Mapping Method: A Holistic Perspective

D Tengilimoğlu, F Orhan, P Şenel Tekin, M Younis - Healthcare, 2024 - mdpi.com
Objective: In the age of digital transformation, there is a need for a sustainable information
management vision in health. Understanding the accumulation of health information …