Visual analytics of electronic health records with a focus on acute kidney injury

SS Abdullah - 2020 - search.proquest.com
… is to prove the use of visual analytics (VA) to solve various … a higher risk of developing acute
kidney injury (AKI). VALENCIA … the ICES-KDT (Kidney Dialysis and Transplantation program)…

[HTML][HTML] RenalViz: Visual analysis of cohorts with chronic kidney disease

M Höhn, S Schwindt-Drews, S Hahn, S Patyna… - Computers & …, 2024 - Elsevier
Chronic Kidney Disease (CKD) is a prominent health problem. Progressive CKD leads to
impaired kidney function with decreased ability to filter the patients’ blood, concluding in …

TrajVis: a visual clinical decision support system to translate artificial intelligence trajectory models in the precision management of chronic kidney disease

Z Li, X Liu, Z Tang, N Jin, P Zhang… - Journal of the …, 2024 - academic.oup.com
… the visual analytics tasks of the TrajVis system as well as its design and functionalities. A
graph AI model for chronic kidneykidney function, and recovered from 5 acute kidney injury

Visual Analytics for Predicting Disease Outcomes Using Laboratory Test Results

N Rostamzadeh, SS Abdullah, K Sedig, AX Garg… - Informatics, 2022 - mdpi.com
… We demonstrate the usefulness of SUNRISE through a usage scenario of exploring the
association between laboratory test results and acute kidney injury, using large provincial …

Research hotspots and frontiers of machine learning in renal medicine: a bibliometric and visual analysis from 2013 to 2024

F Li, CH Hu, X Luo - International Urology and Nephrology, 2024 - Springer
… Acute kidney injury," "chronic kidney disease," and "kidney tumors" are the most discussed
… This study represents the inaugural application of bibliometrics and visual analytics to the …

A pattern-discovery-based outcome predictive tool integrated with clinical data repository: design and a case study on contrast related acute kidney injury

Y Li, TM Chan, J Feng, L Tao, J Jiang, B Zheng… - BMC medical informatics …, 2022 - Springer
… Therefore, we developed a pattern discovery based visual analytics tool and applied it in
this case study. Furthermore, our current model uses data from CDR and EHR system, which …

Bibliometric and visual analysis of immunisation associated with acute kidney injury from 2003 to 2023

L Chen, J Hu, J Lu, X Gong - Frontiers in Pharmacology, 2024 - frontiersin.org
… Objective: This study aims to conduct a detailed bibliometric and visual analysis of acute
kidney injury (AKI) and immune-related research conducted over the past two decades, …

A survey of visual analytics for public health

B Preim, K Lawonn - Computer Graphics Forum, 2020 - Wiley Online Library
… We describe visual analytics solutions aiming to support public health professionals, and
thus, preventive measures. Prevention aims at advocating behaviour and policy changes likely …

Multiple regression analysis and frequent itemset mining of electronic medical records: A visual analytics approach using VISA_M3R3

SS Abdullah, N Rostamzadeh, K Sedig, AX Garg… - Data, 2020 - mdpi.com
… Medication-induced acute kidney injury (AKI) is a well-known problem in clinical medicine.
This paper reports the first development of a visual analytics (VA) system that examines how …

Meta-analytic techniques to assess the association between N-acetylcysteine and acute kidney injury after contrast administration: a systematic review and meta …

K Magner, JV Ilin, EG Clark, JWY Kong… - JAMA Network …, 2022 - jamanetwork.com
… Acute kidney injury network: report of an initiative to improve outcomes in acute kidney
injury… the prevention of contrast-induced acute kidney injury when all studies were considered …