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4721
Handbook of Research on Modern Systems Analysis and Design Technologies and Applications /
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software, multimedia -
4722
Enabling personalised disease diagnosis by combining a patient’s time-specific gene expression profile with a biomedical knowledge base
Published 2024-02-01“…However, the use of such biomedical KBs in combination with patients’ temporal clinical data still largely remains unexplored, but has the potential to immensely benefit medical diagnostic decision support systems. Results We propose two new algorithms, LOADDx and SCADDx, to combine a patient’s gene expression data with gene-disease association and other related information available in the form of a KB, to assist personalized disease diagnosis. …”
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4723
Predicting venous thromboembolism (VTE) risk in cancer patients using machine learning
Published 2023-08-01“…These results are encouraging for potential applications of ML to predicting cancer‐associated VTE in clinical settings such as in bedside decision support systems where feature availability may be limited.…”
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4724
Stakeholder Perspectives on an Inpatient Hypoglycemia Informatics Alert: Mixed Methods Study
Published 2021-11-01“… BackgroundIatrogenic hypoglycemia is a common occurrence among hospitalized patients and is associated with poor clinical outcomes and increased mortality. Clinical decision support systems can be used to reduce the incidence of this potentially avoidable adverse event. …”
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4725
Enhancing Kidney Transplant Care through the Integration of Chatbot
Published 2023-09-01“…Its integration with existing clinical decision support systems may enhance risk stratification and treatment planning, contributing to more informed and efficient decision making in kidney transplant care. …”
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4726
Validation of a Brief Dietary Questionnaire for Use in Clinical Practice: Mini‐EAT (Eating Assessment Tool)
Published 2023-01-01“…Future studies to test the Mini‐EAT's validity in diverse populations and for development of clinical decision support systems to capture changes over time are needed.…”
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4727
Decision-Making Using Big Data Relevant to Sustainable Development Goals (SDGs)
Published 2022-06-01“…Thus, the outcomes of this article can help those who wish to develop pragmatic decision support systems leveraging the capacity of big data in fulfilling SDGs.…”
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4728
Non-negative matrix factorisation methods for the spectral decomposition of MRS data from human brain tumours
Published 2012-03-01“…The application of Convex-NMF in computer assisted decision support systems is expected to facilitate further improvements in the uptake of MRS-derived information by clinicians.…”
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4729
Clinicians and Older Adults’ Perceptions of the Utility of Patient-Generated Health Data in Caring for Older Adults: Exploratory Mixed Methods Study
Published 2021-11-01“…Four main themes were identified from the focus group interviews: influence of PGHD on patient-provider trust, reliability of PGHD, meaningful use of PGHD and PGHD-based decision support systems, and perceived clinical benefits and intrusiveness of PGHD. …”
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4730
Assessing capacitance soil moisture sensor probes’ ability to sense nitrogen, phosphorus, and potassium using volumetric ion content
Published 2024-02-01“…The probes’ readings could be incorporated into decision support systems for irrigation and nutrient management and improve control systems for precision water and nutrient management.…”
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4731
Spatiotemporal Trend Analysis of Temperature and Rainfall over Ziway Lake Basin, Ethiopia
Published 2021-12-01“…Rainfall and temperature trends detection is vital for water resources management and decision support systems in agro-hydrology. This study assessed the historical (1983–2005) and future (2026–2100) rainfall, maximum temperature (T<sub>max</sub>), and minimum temperature (T<sub>min</sub>) trends of the Ziway Lake Basin (Ethiopia). …”
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4732
Natural Language Processing of Referral Letters for Machine Learning–Based Triaging of Patients With Low Back Pain to the Most Appropriate Intervention: Retrospective Study
Published 2024-01-01“… BackgroundDecision support systems (DSSs) for suggesting optimal treatments for individual patients with low back pain (LBP) are currently insufficiently accurate for clinical application. …”
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4733
Developing practical recommendations for drug-disease interactions in patients with hypertension
Published 2024-04-01“…Drugs with evidence for a relevant change in blood pressure which are prescribed under close monitoring of blood pressure according to clinical guidelines, were deemed to be not clinically relevant for signalling.Conclusion:This study provides specific recommendations that can be implemented directly in clinical practice, for example, in clinical decision support systems, potentially resulting in safer drug use in patients with hypertension and better healthcare by reducing alert fatigue. …”
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4734
Research and Application of Improved Clustering Algorithm in Retail Customer Classification
Published 2021-09-01“…The evaluating system can be used to quantify customer value, to segment the customers, and to build a decision-supporting system for customer value management. The fourth part presents the cure, mainly an analysis of the typical k-means algorithm; this paper proposes two algorithms to improve the k-means algorithm. …”
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4735
About the methodology of system synthesis of decision-makings and its procedures automation
Published 2016-08-01“…The problem qualitative assessment of technologies and innovations, which cannot be solved without modern methods and decision support systems, is currently particularly relevant. …”
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4736
Geospatial Assessment of Water-Migration Scenarios in the Context of Sustainable Development Goals (SDGs) 6, 11, and 16
Published 2020-04-01“…For example, the high GCRI values for the African region speak to SDG targets 11.B (integrated policies/plans) and 16.7 (decision support systems for peaceful societies). Two key highlights from the synthesis: (a) migration and urbanization are closely interconnected, and (b) the impact of water and climate crisis is comparatively high for rural-urban migration due to the considerable dependence of rural communities on nature-based livelihoods. …”
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4737
Editorial
Published 2023-09-01“…The RoMedINF 2023 conference covers various topics, including but not limited to healthcare ecosystems; telemedicine, tele-assistance, and telemonitoring; mHealth; eHealth; virtual reality; digital/virtual twins; computational models; statistical modeling; artificial intelligence; virtual clinical trials; decision support systems; nursing health informatics; medical engineering; healthcare monitoring; algorithms evaluation; wearables; sensors; medical devices; data security; data sharing; ethics; medical informatics training; continuing education etc. …”
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4738
Using Bias Parity Score to Find Feature-Rich Models with Least Relative Bias
Published 2020-11-01“…Machine learning-based decision support systems bring relief and support to the decision-maker in many domains such as loan application acceptance, dating, hiring, granting parole, insurance coverage, and medical diagnoses. …”
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4739
Implementation of workflow engine technology to deliver basic clinical decision support functionality
Published 2011-04-01“…We focus on two challenges in decision support systems: the ability to test decision logic on retrospective data prior prospective deployment and the challenge of user-friendly representation of clinical logic.…”
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4740
Crop Yield Estimation Using Deep Learning Based on Climate Big Data and Irrigation Scheduling
Published 2021-05-01“…Deep learning has already been successfully used in the development of decision support systems in various domains. Therefore, there is an incentive to apply it in other important domains such as agriculture. …”
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