A survey on knowledge graphs for healthcare: Resources, application progress, and promise
Healthcare knowledge graphs (HKGs) have emerged as a promising tool for organizing
medical knowledge in a structured and interpretable way, which provides a comprehensive …
medical knowledge in a structured and interpretable way, which provides a comprehensive …
Healthcare knowledge graph construction: State-of-the-art, open issues, and opportunities
The incorporation of data analytics in the healthcare industry has made significant progress,
driven by the demand for efficient and effective big data analytics solutions. Knowledge …
driven by the demand for efficient and effective big data analytics solutions. Knowledge …
Healthcare knowledge graph construction: A systematic review of the state-of-the-art, open issues, and opportunities
The incorporation of data analytics in the healthcare industry has made significant progress,
driven by the demand for efficient and effective big data analytics solutions. Knowledge …
driven by the demand for efficient and effective big data analytics solutions. Knowledge …
Patient-Centric Knowledge Graphs: A Survey of Current Methods, Challenges, and Applications
HSA Khatib, S Neupane, HK Manchukonda… - arXiv preprint arXiv …, 2024 - arxiv.org
Patient-Centric Knowledge Graphs (PCKGs) represent an important shift in healthcare that
focuses on individualized patient care by mapping the patient's health information in a …
focuses on individualized patient care by mapping the patient's health information in a …
Medical knowledge graph: Data sources, construction, reasoning, and applications
Medical knowledge graphs (MKGs) are the basis for intelligent health care, and they have
been in use in a variety of intelligent medical applications. Thus, understanding the research …
been in use in a variety of intelligent medical applications. Thus, understanding the research …
Challenges for healthcare data analytics over knowledge graphs
Over the past decade, the volume of data has experienced a significant increase, and this
growth is projected to accelerate in the coming years. Within the healthcare sector, various …
growth is projected to accelerate in the coming years. Within the healthcare sector, various …
Towards electronic health record-based medical knowledge graph construction, completion, and applications: A literature study
L Murali, G Gopakumar, DM Viswanathan… - Journal of biomedical …, 2023 - Elsevier
With the growth of data and intelligent technologies, the healthcare sector opened numerous
technology that enabled services for patients, clinicians, and researchers. One major hurdle …
technology that enabled services for patients, clinicians, and researchers. One major hurdle …
Applying personal knowledge graphs to health
Knowledge graphs that encapsulate personal health information, or personal health
knowledge graphs (PHKG), can help enable personalized health care in knowledge-driven …
knowledge graphs (PHKG), can help enable personalized health care in knowledge-driven …
A novel Multi-Level Refined (MLR) knowledge graph design and chatbot system for healthcare applications
Imagine having a knowledge graph that can extract medical health knowledge related to
patient diagnosis solutions and treatments from thousands of research papers, distilled …
patient diagnosis solutions and treatments from thousands of research papers, distilled …
PharmKG: a dedicated knowledge graph benchmark for bomedical data mining
Biomedical knowledge graphs (KGs), which can help with the understanding of complex
biological systems and pathologies, have begun to play a critical role in medical practice …
biological systems and pathologies, have begun to play a critical role in medical practice …