Search Results - "Ali, Taqdir"
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Artificial intelligence for the diagnosis of heart failure
Published in NPJ digital medicine (08-04-2020)“…The diagnosis of heart failure can be difficult, even for heart failure specialists. Artificial Intelligence-Clinical Decision Support System (AI-CDSS) has the…”
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Ubiquitous Health Profile (UHPr): a big data curation platform for supporting health data interoperability
Published in Computing (01-11-2020)“…The lack of Interoperable healthcare data presents a major challenge, towards achieving ubiquitous health care. The plethora of diverse medical standards,…”
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Clinical Concept Extraction with Lexical Semantics to Support Automatic Annotation
Published in International journal of environmental research and public health (09-10-2021)“…Extracting clinical concepts, such as problems, diagnosis, and treatment, from unstructured clinical narrative documents enables data-driven approaches such as…”
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Clinical Decision Support System Based on Hybrid Knowledge Modeling: A Case Study of Chronic Kidney Disease-Mineral and Bone Disorder Treatment
Published in International journal of environmental research and public health (26-12-2021)“…Clinical decision support systems (CDSSs) represent the latest technological transformation in healthcare for assisting clinicians in complex decision-making…”
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The Intelligent Medical Platform: A Novel Dialogue-Based Platform for Health-Care Services
Published in Computer (Long Beach, Calif.) (01-02-2020)“…The proposed Intelligent Medical Platform is a dialoguebased medical decision-making system that provides medical coaching and recommendation services, based…”
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Knowledge‐based reasoning and recommendation framework for intelligent decision making
Published in Expert systems (01-04-2018)“…A physical activity recommendation system promotes active lifestyles for users. Real‐world reasoning and recommendation systems face the issues of data and…”
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On Curating Multimodal Sensory Data for Health and Wellness Platforms
Published in Sensors (Basel, Switzerland) (01-07-2016)“…In recent years, the focus of healthcare and wellness technologies has shown a significant shift towards personal vital signs devices. The technology has…”
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Prediction of Blood Risk Score in Diabetes Using Deep Neural Networks
Published in Journal of clinical medicine (20-02-2023)“…Improving the prediction of blood glucose concentration may improve the quality of life of people living with type 1 diabetes by enabling them to better manage…”
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Context representation and fusion: advancements and opportunities
Published in Sensors (30-05-2014)“…The acceptance and usability of context-aware systems have given them the edge of wide use in various domains and has also attracted the attention of…”
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Journal Article Book Review -
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Unsupervised Semantic Mapping for Healthcare Data Storage Schema
Published in IEEE access (2021)“…Data, information, and knowledge processing systems, in the domain of healthcare, are currently plagued by heterogeneity at various levels. Current solutions…”
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Text Classification in Clinical Practice Guidelines Using Machine-Learning Assisted Pattern-Based Approach
Published in Applied sciences (01-04-2021)“…Clinical Practice Guidelines (CPGs) aim to optimize patient care by assisting physicians during the decision-making process. However, guideline adherence is…”
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Rationale design and efficacy of a smartphone application for improving self-awareness of adherence to edoxaban treatment: study protocol for a randomised controlled trial (adhere app)
Published in BMJ open (27-04-2022)“…IntroductionHigh adherence to oral anticoagulants is essential for stroke prevention in patients with atrial fibrillation (AF). We developed a smartphone…”
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Multi-model-based interactive authoring environment for creating shareable medical knowledge
Published in Computer methods and programs in biomedicine (01-10-2017)“…•Provides user friendly interfaces to physicians to acquire the clinical knowledge.•Focuses on the shareability of knowledge in medical domain.•Facilitate the…”
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Knowledge-Based Query Construction Using the CDSS Knowledge Base for Efficient Evidence Retrieval
Published in Sensors (Basel, Switzerland) (28-08-2015)“…Finding appropriate evidence to support clinical practices is always challenging, and the construction of a query to retrieve such evidence is a fundamental…”
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Clinically Harmonized Wellness Concepts Model for Health and Wellness Services
Published in IEEE access (01-01-2018)“…A considerable number of frameworks and platforms are available to model terminologies in the clinical domains, but wellness domain lacks a development…”
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GUDM: Automatic Generation of Unified Datasets for Learning and Reasoning in Healthcare
Published in Sensors (Basel, Switzerland) (02-07-2015)“…A wide array of biomedical data are generated and made available to healthcare experts. However, due to the diverse nature of data, it is difficult to predict…”
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Mining Minds: An innovative framework for personalized health and wellness support
Published in 2015 9th International Conference on Pervasive Computing Technologies for Healthcare (PervasiveHealth) (01-10-2015)“…The world is witnessing a spectacular shift in the delivery of health and wellness care. The key ingredient of this transformation consists in the use of…”
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Conference Proceeding Journal Article -
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A Practical Approach towards Causality Mining in Clinical Text using Active Transfer Learning
Published 10-12-2020“…Journal of Biomedical Informatics 123 (2021) 103932 Objective: Causality mining is an active research area, which requires the application of state-of-the-art…”
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Use of mind maps and iterative decision trees to develop a guideline-based clinical decision support system for routine surgical practice: case study in thyroid nodules
Published in Journal of the American Medical Informatics Association : JAMIA (01-06-2019)“…The study sought to develop a clinical decision support system (CDSS) for the treatment of thyroid nodules, using a mind map and iterative decision tree (IDT)…”
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Data-driven knowledge acquisition, validation, and transformation into HL7 Arden Syntax
Published in Artificial intelligence in medicine (01-11-2018)“…Highlights • Facilitating physicians to acquire the clinical knowledge. • Data-driven knowledge acquisition and validation approach provides baseline for…”
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