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Modeling Healthcare Quality via Compact Representations of Electronic Health Records

Jelena Stojanovic, Djordje Gligorijevic, Vladan Radosavljevic, Nemanja Djuric, Mihajlo Grbovic, Zoran Obradovic
2017 IEEE/ACM Transactions on Computational Biology & Bioinformatics  
Increased availability of Electronic Health Record (EHR) data provides unique opportunities for improving quality of health services.  ...  Our model outperformed the baseline models on all tasks, indicating a strong potential of the proposed approach for advancing quality of the healthcare system.  ...  Healthcare Cost and Utilization Project (HCUP), Agency for Healthcare Research and Quality, provided data used in this study.  ... 
doi:10.1109/tcbb.2016.2591523 pmid:27429443 fatcat:qgivczvfijfupji4xsn7tunzxu

DWT Based Image Compression for Health Systems

Ibrahim Abdulai Sawaneh
2018 Journal of advanced research in Medical and Health science  
There are calls for enhancing present healthcare sectors when it comes to handling huge data size of patients' records. The huge files contain lots of duplicate copies.  ...  A representation of enabling innovations in communication technologies with big data for health monitoring is achievable through effective data compression techniques.  ...  Acknowledgement The report would not have been feasible without the divine direction of Allah. I  ... 
doi:10.53555/nnmhs.v4i9.603 fatcat:tqch52kvxfhcrbex2gfcq2qs6a

IoMT Platform for Pervasive Healthcare Data Aggregation, Processing, and Sharing Based on OneM2M and OpenEHR

Jesús N. S. Rubí, Paulo R. L. Gondim
2019 Sensors  
Among the standards, the importance of OpenEHR has been recognized, since it enables the separation of medical semantics from data representation of electronic health records.  ...  This article proposes an Internet of Medical Things (IoMT) platform for pervasive healthcare that ensures interoperability, quality of the detection process, and scalability in an M2M-based architecture  ...  Conflicts of Interest: The authors declare no conflict of interest.  ... 
doi:10.3390/s19194283 pmid:31623304 pmcid:PMC6806104 fatcat:bobwioquirf2vjt2wktsa55tnq

The New Leadership Paradigm in Digital Health and Its Relations to Hospital Services

Ede Surya Darmawan, Sidhi Laksono
2021 Jurnal Ilmu Kesehatan Masyarakat  
Digital health products can be in the form of electronic health (eHealth), cellular health (mHealth), health information technology, teleconsultation (telehealth/telemedicine).  ...  The current and future of the healthcare system will face various problems, ranging from digitizing the health system, digital transformation and disruption of the health world or the problem of digital  ...  Conflict of Interest We have no conflict of interest in writing this article. .  ... 
doi:10.26553/jikm.2021.12.2.89-103 fatcat:b236ph3owzd63jbqrqkiu2ipji

A Medical Data Reliability Assessment Model

Bandar Alhaqbani, Audun Jøsang, Colin Fidge
2009 Journal of Theoretical and Applied Electronic Commerce Research  
Concerns about the privacy and reliability of Electronic Health Records are crucial to healthcare service consumers.  ...  There is currently a strong focus worldwide on the potential of large-scale Electronic Health Record (EHR) systems to cut costs and improve patient outcomes through increased efficiency.  ...  The first author's work is sponsored by King Saud bin Abdulaziz University for Health Sciences -Saudi Arabia.  ... 
doi:10.4067/s0718-18762009000200006 fatcat:hcguvuijo5bo3icfqgfhknhage

Research challenges in computation, communication, and context awareness for ubiquitous healthcare

Hariharasudhan Viswanathan, Baozhi Chen, Dario Pompili
2012 IEEE Communications Magazine  
Alerts and reports of early diagnosis can be made available to health workers through a remote online electronic health record database.  ...  Analysis of stored data from multiple subjects under geographic and demographic context may reveal patterns of endemics/epidemics and enable timely medical intervention.  ...  Alerts and reports of early diagnosis can be made available to health workers through a remote online electronic health record database.  ... 
doi:10.1109/mcom.2012.6194388 fatcat:up53yitcbjh6tpey3l6x3q5e5u

Ensuring data integrity of healthcare information in the era of digital health

Mohammad Zarour, Mamdouh Alenezi, Md Tarique Jamal Ansari, Abhishek Kumar Pandey, Masood Ahmad, Alka Agrawal, Rajeev Kumar, Raees Ahmad Khan
2021 Healthcare technology letters  
The outcome of ranking analysis using a fuzzy analytical hierarchy process methodology offers a route for Saudi Arabian researchers to promote medical records or data security in Arabic healthcare.  ...  This sort of endangering scenario causes tremendous difficulty in handling healthcare data.  ...  integrity of information and electronic records in healthcare?  ... 
doi:10.1049/htl2.12008 pmid:34035927 pmcid:PMC8136763 fatcat:76qgh2ti3jcsxku3j7eptdvw2i

A Survey on Healthcare Systems using Internet of Things

Chitra Ramesh, Jayalakshmi Sekar, J. Kannan R., P. Kommers, A. S, A. Quadir Md
2021 ITM Web of Conferences  
Finally this paper demonstrates the Internet of Things and Big Data survey of healthcare systems with a reference table.  ...  The system involved in analytics of healthcare and data sources involved in analytics are further clarified.  ...  HEALTHCARE ANALYTICS DATA SOURCES Electronic Health Record The digitised version of medical records for individuals is the Electronic Health Record.  ... 
doi:10.1051/itmconf/20213701015 fatcat:xaiz5n6rx5bd5deng4vcfxmsw4

Converging blockchain and next-generation artificial intelligence technologies to decentralize and accelerate biomedical research and healthcare

Polina Mamoshina, Lucy Ojomoko, Yury Yanovich, Alex Ostrovski, Alex Botezatu, Pavel Prikhodko, Eugene Izumchenko, Alexander Aliper, Konstantin Romantsov, Alexander Zhebrak, Iraneus Obioma Ogu, Alex Zhavoronkov
2017 OncoTarget  
Presently, the patients do not have control over the access privileges to their medical records and remain unaware of the true value of the data they have.  ...  We also present a roadmap for a blockchain-enabled decentralized personal health data ecosystem to enable novel approaches for drug discovery, biomarker development, and preventative healthcare.  ...  One of the major benefits of the digital healthcare system and electronic medical records is the improved access to the healthcare records both for health professionals and patients.  ... 
doi:10.18632/oncotarget.22345 pmid:29464026 pmcid:PMC5814166 fatcat:letjwuibxfd5tosha5qipuyiky

A Graph Based Methodology for Temporal Signature Identification from HER

Fei Wang, Chuanren Liu, Yajuan Wang, Jianying Hu, Guoqiang Yu
2015 AMIA Annual Symposium Proceedings   retracted
Electronic Health Records (EHR) is one of the main carriers for conducting the data driven healthcare research, where the goal is to derive insights from healthcare data and utilize such insights to improve  ...  the quality of care delivery.  ...  Introduction Patient Electronic Health Records (EHRs) [6] is one of the major carriers for conducting data driven healthcare research.  ... 
pmid:26958267 pmcid:PMC4765704 fatcat:bnxaspjjnvb2rhlfro5rl5lz6e

Personal health records: key adoption issues and implications for management

Mahesh S. Raisinghani, Erika Young
2008 International Journal of Electronic Healthcare  
Electronic Personal Health Records (PHRs) has been perceived as the tool to empower consumers to become active decision-makers of their healthcare instead of leaving the decision to providers.  ...  The paper-based and fragmented healthcare system is no longer appropriate for the digital economy of the 21st century.  ...  • PHR: (Electronic) Personal Health Record • EMR: Electronic Medical Record • EHR: Electronic Health Record • PBHR: Payer-based Health Record • EHCR: Electronic Health Care Record  ... 
doi:10.1504/ijeh.2008.018921 pmid:18583296 fatcat:hc6jpylz2zhrpjwj3axnrqk3bu

A Review on the Role of Nano-Communication in Future Healthcare Systems: A Big Data Analytics Perspective

Ali Rizwan, Ahmed Zoha, Rui Zhang, Wasim Ahmad, Kamran Arshad, Najah Abu Ali, Akram Alomainy, Muhammad Ali Imran, Qammer H. Abbasi
2018 IEEE Access  
condition Likewise, another source of information with regards to patients' data comes from the text records such as Electronic Health Records (EHR).  ...  The visualization of data obtained from the sensors or developing a visual representation of textual health records of the patient comes under the realm of InfoViz.  ... 
doi:10.1109/access.2018.2859340 fatcat:5xnpp3phbzeslneyezhcx6jvzq

Cognitive Smart Healthcare for Pathology Detection and Monitoring

Syed Umar Amin, M. Shamim Hossain, Ghulam Muhammad, Musaed Alhussein, Md. Abdur Rahman
2019 IEEE Access  
We employ a range of healthcare smart sensors, including an EEG smart sensor, to record and monitor multimodal healthcare data continuously.  ...  The proposed deep learning model achieves better accuracy than the state-of-the-art systems. INDEX TERMS Cognitive, IoT-cloud, deep learning, smart healthcare, EEG.  ...  Several studies [16] proposed frameworks for electronic health records processing and maintenance.  ... 
doi:10.1109/access.2019.2891390 fatcat:v3qbzu4ysvhz7ag7yyelpgglre

A system architecture for ensuring interoperability in a South African national electronic health record system

Tamir Tsegaye, Stephen Flowerday
2021 South African Computer Journal  
This involves the use of an electronic health record (EHR) which is a longitudinal electronic record of a patient's information.  ...  ountries such as South Africa have attempted to leverage eHealth by digitising patients' medical records with the aim of improving the delivery of healthcare.  ...  For example, the personal health record, electronic medical record and virtual electronic health records were merged with the electronic health record category, which also functions as a code.  ... 
doi:10.18489/sacj.v33i1.838 fatcat:njjerodbt5cehhg6xzmwqrh4ay

Information Society Technologies in Healthcare [chapter]

Dimitrios G. Katehakis, Manolis Tsiknakis, Stelios C. Orphanoudakis
2000 Lecture Notes in Computer Science  
, and medical collaboration through sharing of health-related information resources.  ...  the exploitation of Information and Telecommunications Technologies in the health sector.  ...  Acknowledgements The development of the Regional Health Telematics Network of Crete is a longterm goal of the Center of Medical Informatics and Health Telematics Applications (CMI-HTA), at the Institute  ... 
doi:10.1007/3-540-44411-4_10 fatcat:ctjudgu72zdf7mlp4pw6zmldd4
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