Learning A Health Knowledge Graph

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Learning a Health Knowledge Graph from Electronic Medical Records

(3 days ago) WEBOur study shows that direct and automated construction of high quality health knowledge graphs from medical records using rudimentary concept extraction is feasible. The noisy …

https://dspace.mit.edu/handle/1721.1/113644

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Learning a Health Knowledge Graph from Electronic Medical Records

(7 days ago) WEBThis study explored an automated process to learn high quality knowledge bases linking diseases and symptoms directly from electronic medical records. Medical concepts were …

http://clinicalml.org/publication/rotmensch-nature-sr-17/

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Learning a Health Knowledge Graph from Electronic Medical Records

(6 days ago) WEBD. Sontag. Published in Scientific Reports 20 July 2017. Medicine, Computer Science. TLDR. This study shows that direct and automated construction of high quality …

https://www.semanticscholar.org/paper/Learning-a-Health-Knowledge-Graph-from-Electronic-Rotmensch-Halpern/8b0de2074bb42a55395efd7e95503bd74736cdd7

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Learning a Health Knowledge Graph from Electronic Medical Records

(3 days ago) WEBThe Google health knowledge graph, first announced in 2015, aims to empower users in their health decisions 19. Google created the graph using a multi …

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5519723/

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Robustly Extracting Medical Knowledge from EHRs: A Case Study …

(1 days ago) WEBIn one prominent example, a causal health knowledge graph could learn relationships between diseases and symptoms and then serve as a diagnostic tool to be refined with …

https://pubmed.ncbi.nlm.nih.gov/31797583/

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Learning a Health Knowledge Graph from Electronic Medical Records

(1 days ago) WEBOur study shows that direct and automated construction of high quality health knowledge graphs from medical records using rudimentary concept extraction is …

https://pubmed.ncbi.nlm.nih.gov/28729710/

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Healthcare knowledge graph construction: A systematic review of …

(4 days ago) WEBFor example, Zhang et al. developed Health Knowledge Graph Builder (HKGB), which is a framework that can be used to construct a Health KG (HuadingKG) …

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10225120/

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Towards electronic health record-based medical knowledge graph

(7 days ago) WEBFig. 2 reveals that there has been a steady rise in the number of published articles in the knowledge graph domain that incorporated the use of EHR data. The …

https://www.sciencedirect.com/science/article/pii/S1532046423001247

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Learning a Health Knowledge Graph from Electronic Medical …

(2 days ago) WEBGoogle health knowledge graph . A novel aspect of our study is the use of an expansive and manually curated health knowledge graph provided, with permission …

https://europepmc.org/article/MED/28729710

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Towards electronic health record-based medical knowledge graph

(1 days ago) WEBWith the growth of data and intelligent technologies, the healthcare sector opened numerous technology that enabled services for patients, clinicians, and …

https://www.sciencedirect.com/science/article/abs/pii/S1532046423001247

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Robustly Extracting Medical Knowledge from EHRs: A Case …

(4 days ago) WEBa manually curated health knowledge graph from Google. The health knowledge graph created from parameters of a tted noisy OR model had the best precision and recall, …

https://psb.stanford.edu/psb-online/proceedings/psb20/Chen_I.pdf

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Learning a Health Knowledge Graph from Electronic Medical Records

(6 days ago) WEBOur study shows that direct and automated construction of high quality health knowledge graphs from medical records using rudimentary concept extraction is …

https://www.researchgate.net/publication/318571526_Learning_a_Health_Knowledge_Graph_from_Electronic_Medical_Records

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GitHub - clinicalml/HealthKnowledgeGraph: Health knowledge …

(Just Now) WEBHealth knowledge graph for 157 diseases and 491 symptoms, learned from >270,000 patients' data - clinicalml/HealthKnowledgeGraph. Learning a Health Knowledge …

https://github.com/clinicalml/HealthKnowledgeGraph

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Learning a Health Knowledge Graph from Electronic Medical …

(4 days ago) WEBSCIENTIFIC REPORTS 7: 5994 O:10.1038s4158-017-05778- 1 www.nature.comscientificreports Learning a Health Knowledge Graph from Electronic …

https://www.nature.com/articles/s41598-017-05778-z.pdf

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Predicting Patient Outcomes with Graph Representation Learning

(2 days ago) WEBWe start with a set of static and temporal features for each patient. Our first step (top-left in Fig. 2) is to define a patient graph construction, \ (\mathcal {G}\), where …

https://link.springer.com/chapter/10.1007/978-3-030-93080-6_20

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Health-Aware Food Recommendation Based on Knowledge Graph …

(1 days ago) WEBFKGM employs a knowledge-aware attention graph convolutional neural network to capture the semantic associations between users and recipes on the …

https://www.mdpi.com/2304-8158/12/10/2079

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