Academic literature on the topic 'FHIR Standards'

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Journal articles on the topic "FHIR Standards"

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Strasberg, Howard R., Bryn Rhodes, Guilherme Del Fiol, Robert A. Jenders, Peter J. Haug, and Kensaku Kawamoto. "Contemporary clinical decision support standards using Health Level Seven International Fast Healthcare Interoperability Resources." Journal of the American Medical Informatics Association 28, no. 8 (2021): 1796–806. http://dx.doi.org/10.1093/jamia/ocab070.

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Abstract Objective To facilitate the development of standards-based clinical decision support (CDS) systems, we review the current set of CDS standards that are based on Health Level Seven International Fast Healthcare Interoperability Resources (FHIR). Widespread adoption of these standards may help reduce healthcare variability, improve healthcare quality, and improve patient safety. Target Audience This tutorial is designed for the broad informatics community, some of whom may be unfamiliar with the current, FHIR-based CDS standards. Scope This tutorial covers the following standards: Arden
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Lobach, David F., Aziz Boxwala, Nitu Kashyap, et al. "Integrating a Patient Engagement App into an Electronic Health Record-Enabled Workflow Using Interoperability Standards." Applied Clinical Informatics 13, no. 05 (2022): 1163–71. http://dx.doi.org/10.1055/s-0042-1758736.

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Abstract Background Patient use of mobile health applications is increasing. To promote patient-centered care, data from these apps must be integrated into clinician workflows within the electronic health record (EHR). Health Level 7 Fast Healthcare Interoperability Resources (FHIR) offers a standards-based application programming interface (API) that may support such integration. Objective We aimed to use interoperability standards to integrate a patient mobile application (coronavirus 2019 [COVID-19] Tracker) with an EHR. The COVID-19 Tracker engages patients by sending introductory and remi
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Mandel, Joshua C., David A. Kreda, Kenneth D. Mandl, Isaac S. Kohane, and Rachel B. Ramoni. "SMART on FHIR: a standards-based, interoperable apps platform for electronic health records." Journal of the American Medical Informatics Association 23, no. 5 (2016): 899–908. http://dx.doi.org/10.1093/jamia/ocv189.

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Abstract Objective In early 2010, Harvard Medical School and Boston Children’s Hospital began an interoperability project with the distinctive goal of developing a platform to enable medical applications to be written once and run unmodified across different healthcare IT systems. The project was called Substitutable Medical Applications and Reusable Technologies (SMART). Methods We adopted contemporary web standards for application programming interface transport, authorization, and user interface, and standard medical terminologies for coded data. In our initial design, we created our own op
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Ayaz, Muhammad, Muhammad Fermi Pasha, Tham Yu Le, Tahani Jaser Alahmadi, Nik Nailah Binti Abdullah, and Zaid Ali Alhababi. "A Framework for Automatic Clustering of EHR Messages Using a Spatial Clustering Approach." Healthcare 11, no. 3 (2023): 390. http://dx.doi.org/10.3390/healthcare11030390.

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Although Health Level Seven (HL 7) message standards (v2, v3, Clinical Document Architecture (CDA)) have been commonly adopted, there are still issues associated with them, especially the semantic interoperability issues and lack of support for smart devices (e.g., smartphones, fitness trackers, and smartwatches), etc. In addition, healthcare organizations in many countries are still using proprietary electronic health record (EHR) message formats, making it challenging to convert to other data formats—particularly the latest HL7 Fast Health Interoperability Resources (FHIR) data standard. The
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Terry, May, Howard Anton, Michelle Casagni, Srikar Chamala, and James Lin Chen. "Exchanging genomics reports between pathology labs and medical centers using the Minimal Clinical Oncology Data Element (mCODE) FHIR implementation guide." Journal of Clinical Oncology 41, no. 16_suppl (2023): e13575-e13575. http://dx.doi.org/10.1200/jco.2023.41.16_suppl.e13575.

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e13575 Background: The automated transfer of discrete molecular data from pathology labs into the electronic health record (EHR) is rapidly becoming commonplace and is designed to facilitate clinical decision making. Simple genomic changes are represented in existing EHR data transfer standards, but current data standards lack clinical fields that correspond to treatment insights such as associated medications and potential clinical trials. To address this, the mCODE effort defines a consensus oncology data standard that facilitates lightweight transmission of data from patients with cancer. m
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Lee, Preston, Daniel Mendoza, Martha Kaiser, Eric Lott, Gagandeep Singh, and Adela Grando. "FHIR Granular Sensitive Data Segmentation." Applied Clinical Informatics 16, no. 01 (2025): 156–66. https://doi.org/10.1055/a-2466-4371.

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Abstract Background Due to fear of stigma, patients want more control over the sharing of sensitive medical records. The Substance Abuse and Mental Health Administration (SAMHSA) and the Office of the National Coordinator (ONC) supported the development of standards-compliant, consent-respecting medical record exchange technology using metadata labeling (e.g., substance use information). Existing technologies must be updated with newer standards and support more than binary-sensitive categorizations to better align with how physicians categorize sensitive medical records. Objectives Our goal w
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Lenivtceva, Iuliia D., and Georgy Kopanitsa. "Evaluating Manual Mappings of Russian Proprietary Formats and Terminologies to FHIR." Methods of Information in Medicine 58, no. 04/05 (2019): 151–59. http://dx.doi.org/10.1055/s-0040-1702154.

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Abstract Background Evaluating potential data losses from mapping proprietary medical data formats to standards is essential for decision making. The article implements a method to evaluate the preliminary content overlap of proprietary medical formats, including national terminologies and Fast Healthcare Interoperability Resources (FHIR)—international medical standard. Methods Three types of mappings were evaluated in the article: proprietary format matched to FHIR, national terminologies matched to the FHIR mappings, and concepts from national terminologies matched to Systematized Nomenclatu
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Buchholz, Ralf. "IT-Standards: Schmiermittel im Datenfluss." kma - Klinik Management aktuell 24, no. 10 (2019): 68–69. http://dx.doi.org/10.1055/s-0039-1700428.

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Nicht nur Daten sind ständig im Fluss. Auch die Standards, die dafür sorgen, dass die Daten zwischen verschiedenen Informationssystemen nicht ins Stocken geraten, sind einem steten Wandel unterworfen. Zu den wichtigsten für den Austausch medizinischer Daten gehören DICOM, HL7, FHIR und IHE.
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Jaffe, Charles, Daniel J. Vreeman, Diego Kaminker, and Viet Nguyen. "Implementing HL7 FHIR." Journal of Healthcare Management Standards 2, no. 1 (2023): 1–8. http://dx.doi.org/10.4018/jhms.316144.

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Fast Healthcare Interoperability Resources (FHIR), created by HL7 more than a decade ago, has become a global standard for exchanging data. Communities of interest have organized under the HL7 FHIR Accelerator Program to develop implementation guides and applications for patient care, health payment systems, public health, patient engagement, clinical and basic research, and social determinants of health. Despite efforts to coordinate the creation of applications in an ever-increasing diversity of use cases, there have been challenges to ensure semantic interoperability, security, privacy, con
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Ayaz, Muhammad, Muhammad Fermi Pasha, Tahani Jaser Alahmadi, Nik Nailah Binti Abdullah, and Hend Khalid Alkahtani. "Transforming Healthcare Analytics with FHIR: A Framework for Standardizing and Analyzing Clinical Data." Healthcare 11, no. 12 (2023): 1729. http://dx.doi.org/10.3390/healthcare11121729.

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In this study, we discussed our contribution to building a data analytic framework that supports clinical statistics and analysis by leveraging a scalable standards-based data model named Fast Healthcare Interoperability Resource (FHIR). We developed an intelligent algorithm that is used to facilitate the clinical data analytics process on FHIR-based data. We designed several workflows for patient clinical data used in two hospital information systems, namely patient registration and laboratory information systems. These workflows exploit various FHIR Application programming interface (APIs) t
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Dissertations / Theses on the topic "FHIR Standards"

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Hansson, Rebecka. "The outlook for HL7 FHIR profiles in Sweden." Thesis, KTH, Medicinteknik och hälsosystem, 2019. http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-246003.

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The Vision for eHealth infers that Sweden should be best in the world to utilize the opportunities of the digitization by 2025. One of three particularly important areas of action to realize the vision is standardization of e.g. exchange of information. HL7 FHIR is a modern standard for interoperability within e-health. HL7 FHIR enables the exchange of information between different healthcare information systems in an easy way. The basic building blocks in HL7 FHIR are called resources. These represent healthcare entities of some kind, e.g. Patient, Medication, Care plan, and Device. A base se
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Engman, Anton, and Anders Olsson. "Utveckling av testmiljö för kommunikation inom hälso- och sjukvården med stöd för standarden FHIR." Thesis, Karlstads universitet, Institutionen för matematik och datavetenskap (from 2013), 2019. http://urn.kb.se/resolve?urn=urn:nbn:se:kau:diva-72561.

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För att svenska vårdsystem skall kunna kommunicera med varandra har Inera som ägs av Sveriges Kommuner och Landsting (SKL) utformat en standard för hur vårdinformation skall struktureras. Denna standard kallas Regelverk för interoperabilitet inom vård och omsorg – tekniska anvisningar (RIVTA) och består av en uppsättning regler, så kallade tjänstekontrakt. Problemet med RIVTA är att det inte sträcker sig utanför Sveriges gränser. Därför är regioner (f.d. landsting) och kommuner intresserade av en ny internationell standard som kallas Fast Healthcare Interoperability Resources (FHIR). Studiens
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Urbini, Elia. "Sviluppo di sistemi interoperabili nell’ambito di internet of medical things basati su standard fhir: un caso di studio." Bachelor's thesis, Alma Mater Studiorum - Università di Bologna, 2021. http://amslaurea.unibo.it/24307/.

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L'Internet of Things (IoT) sta cambiando le nostre vite in un modo mai immaginato prima. A differenza del paradigma tradizionale, nel mondo dell'IoT tutte le cose sono considerate come oggetti intelligenti, i quali sono connessi l'uno con l'altro. Spaziando dagli elettrodomestici intelligenti alle città intelligenti, l'IoT ha anche aperto una nuova sfida nel settore sanitario, chiamata Internet of Medical Things (IoMT). Essa gioca un ruolo fondamentale nell'aggiornamento degli ospedali verso il modello di smart hospital. I dispositivi usati nell'IoMT sono generalmente interoperabili e possono
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Maioli, Edoardo. "Internet of Medical Things e Sviluppo di Sistemi Interoperabili basati su Standard FHIR: Un caso di studio basato sull'integrazione di un Dispositivo EGA." Bachelor's thesis, Alma Mater Studiorum - Università di Bologna, 2021. http://amslaurea.unibo.it/24306/.

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Ci troviamo in un mondo in costante cambiamento ed evoluzione, in particolar modo nel settore informatico. È proprio in questo continuo processo di evoluzione che spicca l’IoT ovvero Interent Of Things (Internet delle cose). Oggetti, anche di tutti i giorni, collegati ad Internet capaci di scambiarsi messaggi e di comunicare tra loro. Kevin Ashton, pioniere dell’IoT, dice che questa sarà la prossima rivoluzione tecnologica come lo è stato a suo tempo Internet. Tuttavia, come sarà discusso in questa tesi, alcuni ambiti di applicazione dell’IoT come il sistema medico ed osped
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Pabich, Marcin Tomasz. "Progettazione e Sviluppo di un Sistema a Microservizi interoperabile e modulare per Televisite in Ambito Sanitario." Master's thesis, Alma Mater Studiorum - Università di Bologna, 2021. http://amslaurea.unibo.it/23169/.

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La pandemia Covid-19 ha provocato un maggiore interesse da parte delle aziende a modernizzare il campo della sanità digitale. La volontà di colmare alcune delle lacune nell'ambito analizzato fa nascere l'esigenza di creare sistemi, nell'era dell'Industria 4.0, capaci di affrontare con uno sguardo moderno le possibilità offerte. Nella Tesi proposta viene affrontata la progettazione e la realizzazione di un sistema modulare, in grado di permettere la fruizione di un servizio legato al mondo delle Televisite. Si vuole porre particolare attenzione agli standard esistenti nell'ambito della Telemdic
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CHENG, WEN-HSIN, and 鄭文欣. "A Study Regarding Use of HL7/FHIR Standards to Develop a Personal Health Record Exchange Services Platform." Thesis, 2017. http://ndltd.ncl.edu.tw/handle/55tcfz.

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碩士<br>國立臺北護理健康大學<br>資訊管理研究所<br>105<br>Healthcare information technologies can help simplify a caregiver’s routine work and allow more time for care services. Currently, many medical records are saved in the information systems of various institutions. Having a format that follows international standards would allow for improved sharing and representation of medical information. Fast Healthcare Interoperability Resources (FHIR) was introduced as a health information exchange standard format. This study aims to collect information on the development of international exchange standards. We develo
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CHOUNG, CHUNG-HAN, and 莊忠翰. "Establishing a single sign-on portal based on HL7 FHIR standard for healthcare." Thesis, 2019. http://ndltd.ncl.edu.tw/handle/a669s8.

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碩士<br>慈濟大學<br>醫學資訊學系碩士班<br>107<br>Standard is important for medical records and health record sharing across systems. At present, electronic medical record (EMR) systems and personal health record (PHR) systems usually without support standard protocol and cannot be integrated. This study establish of standards single sign-on (SSO) portal based on Health Level 7 (HL7) Fast Healthcare Interoperability Resources (FHIR) to solve the following two problems. Frist, this study addresses the interaction specifications for sharing personal and system information across EMR and PHR system. Second, basi
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Book chapters on the topic "FHIR Standards"

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Braunstein, Mark L. "Pre-FHIR Interoperability and Decision Support Standards." In Health Informatics. Springer International Publishing, 2022. http://dx.doi.org/10.1007/978-3-030-91563-6_8.

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Braunstein, Mark L. "Data and Interoperability Standards." In Health Informatics on FHIR: How HL7's New API is Transforming Healthcare. Springer International Publishing, 2018. http://dx.doi.org/10.1007/978-3-319-93414-3_7.

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Braunstein, Mark L. "Pre-FHIR Interoperability and Clinical Decision Support Standards." In Health Informatics on FHIR: How HL7's New API is Transforming Healthcare. Springer International Publishing, 2018. http://dx.doi.org/10.1007/978-3-319-93414-3_8.

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Pereira, José D., Samuel Frade, Rui Ribeiro, Manuel Santos, Miguel A. Brito, and Ricardo J. Machado. "Comparison of eHealth Interoperability Standards: HL7 FHIR, OpenEHR, and CDISC." In Lecture Notes in Networks and Systems. Springer Nature Switzerland, 2025. https://doi.org/10.1007/978-3-031-81685-7_18.

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Helm, Emmanuel, Oliver Krauss, Anna Lin, Andreas Pointner, Andreas Schuler, and Josef Küng. "Process Mining on FHIR - An Open Standards-Based Process Analytics Approach for Healthcare." In Lecture Notes in Business Information Processing. Springer International Publishing, 2021. http://dx.doi.org/10.1007/978-3-030-72693-5_26.

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Kasthurirathne Suranga N., Mamlin Burke, Grieve Grahame, and Biondich Paul. "Towards Standardized Patient Data Exchange: Integrating a FHIR Based API for the Open Medical Record System." In Studies in Health Technology and Informatics. IOS Press, 2015. https://doi.org/10.3233/978-1-61499-564-7-932.

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Interoperability is essential to address limitations caused by the ad hoc implementation of clinical information systems and the distributed nature of modern medical care. The HL7 V2 and V3 standards have played a significant role in ensuring interoperability for healthcare. FHIR is a next generation standard created to address fundamental limitations in HL7 V2 and V3. FHIR is particularly relevant to OpenMRS, an Open Source Medical Record System widely used across emerging economies. FHIR has the potential to allow OpenMRS to move away from a bespoke, application specific API to a standards b
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Majeed, Raphael W., Mark R. Stöhr, and Andreas Günther. "HIStream-Import: A Generic ETL Framework for Processing Arbitrary Patient Data Collections or Hospital Information Systems into HL7 FHIR Bundles." In German Medical Data Sciences: Bringing Data to Life. IOS Press, 2021. http://dx.doi.org/10.3233/shti210053.

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Data integration is a necessary and important step to perform translational research and improve the sample size beyond single data collections. For health information, the most recent established communication standards is HL7 FHIR. To bridge the concepts of “minimal invasive” data integration and open standards, we propose a generic ETL framework to process arbitrary patient related data collections into HL7 FHIR – which in turn can then be used for loading into target data warehouses. The proposed algorithm is able to read any relational delimited text exports and produce a standard HL7 FHI
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Bosca Diego, Moner David, Maldonado Jose Alberto, and Robles Montserrat. "Combining Archetypes with Fast Health Interoperability Resources in Future-proof Health Information Systems." In Studies in Health Technology and Informatics. IOS Press, 2015. https://doi.org/10.3233/978-1-61499-512-8-180.

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Messaging standards, and specifically HL7 v2, are heavily used for the communication and interoperability of Health Information Systems. HL7 FHIR was created as an evolution of the messaging standards to achieve semantic interoperability. FHIR is somehow similar to other approaches like the dual model methodology as both are based on the precise modeling of clinical information. In this paper, we demonstrate how we can apply the dual model methodology to standards like FHIR. We show the usefulness of this approach for data transformation between FHIR and other specifications such as HL7 CDA, E
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Bae, Ye Seul, Yeju Park, Seung Min Lee, et al. "Implementation of Interoperable Healthcare Standards for Community Healthcare." In Caring is Sharing – Exploiting the Value in Data for Health and Innovation. IOS Press, 2023. http://dx.doi.org/10.3233/shti230146.

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Building an integrated data model that includes not only clinical data but also personal health records has become increasingly important. We aimed to build a big data healthcare platform by developing a common data model that can be utilized in the healthcare field. To this end, we acquired health data from various communities to establish community care digital healthcare service models. Further, to improve personal health data interoperability, we ensured conformance to international standards, namely, the Systemized Nomenclature of Medicine Clinical Terms (SNOMED-CT) and transmission stand
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Klofenstein, Sophie Anne Ines, Carina Nina Vorisek, Aliaksandra Shutsko, et al. "Fast Healthcare Interoperability Resources (FHIR) in a FAIR Metadata Registry for COVID-19 Research." In Applying the FAIR Principles to Accelerate Health Research in Europe in the Post COVID-19 Era. IOS Press, 2021. http://dx.doi.org/10.3233/shti210817.

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Adopting international standards within health research communities can elevate data FAIRness and widen analysis possibilities. The purpose of this study was to evaluate the mapping feasibility against HL7® Fast Healthcare Interoperability Resources® (FHIR)® of a generic metadata schema (MDS) created for a central search hub gathering COVID-19 health research (studies, questionnaires, documents = MDS resource types). Mapping results were rated by calculating the percentage of FHIR coverage. Among 86 items to map, total mapping coverage was 94%: 50 (58%) of the items were available as standard
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Conference papers on the topic "FHIR Standards"

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Chirila, Oana Sorina, Lăcrămioara Stoicu-Tivadar, Denis Avram, Mihaela Monica Szilagyi, and Ciprian-Bogdan Chirila. "Enhancing Patient Care: Achieving Interoperability between General Practitioners’ and Stomatologists’ Information Systems Using FHIR Standard and Firebase Cloud." In 2024 IEEE 18th International Symposium on Applied Computational Intelligence and Informatics (SACI). IEEE, 2024. http://dx.doi.org/10.1109/saci60582.2024.10619795.

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Andersen, Bjorn, Martin Kasparick, Hannes Ulrich, et al. "Point-of-care medical devices and systems interoperability: A mapping of ICE and FHIR." In 2016 IEEE Conference on Standards for Communications and Networking (CSCN). IEEE, 2016. http://dx.doi.org/10.1109/cscn.2016.7785165.

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Sentausa, Dionysius, and David Habsara Hareva. "Exploring Interoperability and Decentralized Applications for Personal Health Data using FHIR Standards." In ICIT 2023: IoT and Smart City. ACM, 2023. http://dx.doi.org/10.1145/3638985.3638988.

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Vanin, Fausto Neri da Silva, Rodrigo da Rosa Righi, and Cristiano André da Costa. "MEPCA: a technical model to improve on-chain Electronic Health Records processing." In Anais Estendidos do Simpósio Brasileiro de Computação Aplicada à Saúde. Sociedade Brasileira de Computação (SBC), 2025. https://doi.org/10.5753/sbcas_estendido.2025.7254.

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Blockchain technology in healthcare is gaining attention for addressing data privacy, interoperability, and health record integrity issues. Standards like HL7 FHIR and OpenEHR ensure data consistency, but privacy concerns persist under regulations like HIPAA, GDPR, and LGPD. Existing methods often store only data hashes, raising validation risks. The MEPCA model introduces a blockchain-based framework for secure health record management, focusing on on-chain EHR data processing. Key elements include Data Steward, Shared Data Vault, and Zero-Knowledge Proofs of HL7 FHIR fields. Experiments with
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Sfat, Razvan, and Constantin Viorel Marian. "Medical Systems Open Data Exchange Interconnection and Web Questionnaires Based on the HL7 FHIR Standards." In 2022 E-Health and Bioengineering Conference (EHB). IEEE, 2022. http://dx.doi.org/10.1109/ehb55594.2022.9991574.

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Severo, Liverson Paulo Furtado, and Jean Everson Martina. "Digital Prescription and Dispensation of Medications." In Simpósio Brasileiro de Sistemas de Informação. Sociedade Brasileira de Computação, 2025. https://doi.org/10.5753/sbsi.2025.246608.

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Context: In Brazil, the prescription and dispensing of medications remain largely manual, relying on physical documents. This approach poses challenges for security, traceability, and regulatory compliance, especially for controlled substances. Problem: Manual systems are insufficient for tracking medication dispensing, preventing misuse, and ensuring interoperability between healthcare providers and pharmacies. Solution: This study proposes a system that integrates the FHIR interoperability standard, adapted to produce self-contained documents, with JAdES digital signatures for secure and aut
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Ahmed, Ashir, Muhammad Asyraf Danial Bin Karim, Rafiqul Islam, Mostafa Taufiq Ahmed, and Naoki Nakashima. "An Affordable and Standard Digital Healthcare management as a Service (HaaS) for Small Clinics in Developing Countries." In 8th International Conference on Human Interaction and Emerging Technologies. AHFE International, 2022. http://dx.doi.org/10.54941/ahfe1002786.

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Millions of clinics in developing countries are using paper-based health records in their daily operations. Health information is archived in papers, patients use these paper records which are hard to manage. These clinics do not have the technical expertise to deploy electronic health record systems neither can they maintain these systems on their own. Some health data management systems are freely available, but they are not used by these small clinics. Standards such as Health Level Seven (HL7), openEHR, Systematized Nomenclature of Medicine (SNOMED) Clinical Terms, International Classifica
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Stock, Simon, Marius Gerdes, Florian Mazura, Markus Schinle, Jonathan Helmond, and Wilhelm Stork. "Minimizing Chat-Bot Risks in Telemedical Applications: A Semi-Rule-Based System Approach for Large Language Model (LLM) Interactions in an Outpatient Setting." In 2024 AHFE International Conference on Human Factors in Design, Engineering, and Computing (AHFE 2024 Hawaii Edition). AHFE International, 2024. http://dx.doi.org/10.54941/ahfe1005699.

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We present a patient-centric system integrating Large Language Models (LLMs) into medical applications, focusing on a diverse set of use cases. An initial use case for symptom reporting was explored using natural language, addressing the limitations of traditional questionnaires. This collected data can be analysed by healthcare professionals during visits. Designed within the EU's Medical Device Regulation (MDR), our system incorporates a semi-rule-based approach to guide conversations, ensuring control over the LLM's outputs. With modular architecture and open standards like FHIR, our system
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Gomes, Fabio, Renato Freitas, Morgana Ribeiro, Csar Moura, Odorico Andrade, and Mauro Oliveira. "GIRLS, a Gateway for Interoperability of electronic health Record in Low-cost System : * Interoperability beetween FHIR and OpenEHR Standards." In 2019 IEEE International Conference on E-health Networking, Application & Services (HealthCom). IEEE, 2019. http://dx.doi.org/10.1109/healthcom46333.2019.9009602.

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Sloane, Elliot B., Todd Cooper, and Ricardo Silva. "MDIRA: IEEE, IHE, and FHIR Clinical Device and Information Technology Interoperability Standards, bridging Home to Hospital to “Hospital-in-Home”." In SoutheastCon 2021. IEEE, 2021. http://dx.doi.org/10.1109/southeastcon45413.2021.9401934.

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Reports on the topic "FHIR Standards"

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Leavy, Michelle B., Costas Boussios, Robert L. Phillips, Jr., et al. Outcome Measure Harmonization and Data Infrastructure for Patient-Centered Outcomes Research in Depression: Final Report. Agency for Healthcare Research and Quality (AHRQ), 2022. http://dx.doi.org/10.23970/ahrqepcwhitepaperdepressionfinal.

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Objective. The objective of this project was to demonstrate the feasibility and value of collecting harmonized depression outcome measures in the patient registry and health system settings, displaying the outcome measures to clinicians to support individual patient care and population health management, and using the resulting measures data to support patient-centered outcomes research (PCOR). Methods. The harmonized depression outcome measures selected for this project were response, remission, recurrence, suicide ideation and behavior, adverse effects of treatment, and death from suicide. T
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