jmir medical informatics

https://medinform.jmir.org/2022/3/e32313/authors JMIR Medical Informatics - Predicting Long-term Survival After Allogeneic Hematopoietic Cell... Background: Scoring systems developed for predicting survival after allogeneic hematopoietic cell transplantation (HCT) show suboptimal prediction power, and... jmir medical informatics long term predicting https://medinform.jmir.org/2023/1/e45534/ JMIR Medical Informatics - Understanding Views Around the Creation of a Consented, Donated Databank... Background: Information stored within electronic health records is often recorded as unstructured text. Special computerized natural language processing (NLP)... jmir medical informatics https://medinform.jmir.org/2018/4/e45/metrics JMIR Medical Informatics - Novel Approach to Cluster Patient-Generated Data Into Actionable Topics:... Background: The increasing use of social media and mHealth apps has generated new opportunities for health care consumers to share information about their... jmir medical informatics https://medinform.jmir.org/fees/institutional-partners/475 JMIR Medical Informatics - Institutional Partners jmir medical informatics institutional partners https://medinform.jmir.org/2026/1/e88235/citations JMIR Medical Informatics - The Ethics of AI Scribes as Epistemic Agents Artificial intelligence (AI) scribes using ambient documentation technology that capture clinician-patient dialogue and auto-generate visit notes promise to... the ethics of ai jmir medical informatics https://medinform.jmir.org/2020/8/e20992/ JMIR Medical Informatics - Nationwide Results of COVID-19 Contact Tracing in South Korea:... Background: Evidence regarding the effectiveness of contact tracing of COVID-19 and the related social distancing is limited and inconclusive. Objective: This... jmir medical informatics https://medinform.jmir.org/2026/1/e75655 JMIR Medical Informatics - Enhancing Model Generalizability in Medical Artificial Intelligence:... Background: Despite the increasing use of machine learning (ML) in clinical research, the early stages of data preparation, especially for structured clinical... jmir medical informatics enhancing model artificial intelligence https://medinform.jmir.org/2023/1/e44784/citations JMIR Medical Informatics - Integrated Personal Health Record in Indonesia: Design Science Research... Background: Personal health records (PHRs) are consumer-centric tools designed to facilitate the tracking, management, and sharing of personal health... jmir medical informatics personal health record https://medinform.jmir.org/2014/2/e29/citations JMIR Medical Informatics - Clinical Decision Support System to Enhance Quality Control of... Background: We recently demonstrated that quality of spirometry in primary care could markedly improve with remote offline support from specialized... jmir medical informatics clinical decision support https://medinform.jmir.org/2021/3/e27767/authors JMIR Medical Informatics - Accuracy of an Artificial Intelligence System for Cancer Clinical Trial... Background: Screening patients for eligibility for clinical trials is labor intensive. It requires abstraction of data elements from multiple components of the... jmir medical informatics https://medinform.jmir.org/2019/3/e13139/authors JMIR Medical Informatics - Cox Proportional Hazard Regression Versus a Deep Learning Algorithm in... jmir medical informatics https://medinform.jmir.org/2020/4/e17642 JMIR Medical Informatics - Using Natural Language Processing Techniques to Provide Personalized... Background: Health education emerged as an important intervention for improving the awareness and self-management abilities of chronic disease patients. The... jmir medical informatics natural language processing using https://medinform.jmir.org/2018/3/e10184/ JMIR Medical Informatics - Emergency Physician Use of the Alberta Netcare Portal, a Province-Wide... Background: The adoption and use of an electronic health record (EHR) can facilitate real-time access to key health information and support improved outcomes.... jmir medical informatics https://medinform.jmir.org/2023/1/e51387 JMIR Medical Informatics - Exploring Whether the Electronic Optimization of Routine Health... Background: In the context of a syphilis outbreak in neighboring states, a multifaceted systems change to increase testing for sexually transmitted infections... jmir medical informatics exploring whether https://medinform.jmir.org/2021/2/e24572 JMIR Medical Informatics - Development and Validation of a Machine Learning Approach for Automated... Background: COVID-19 has overwhelmed health systems worldwide. It is important to identify severe cases as early as possible, such that resources can be... jmir medical informatics https://medinform.jmir.org/2020/1/e16023/citations JMIR Medical Informatics - Sentiment Analysis in Health and Well-Being: Systematic Review Background: Sentiment analysis (SA) is a subfield of natural language processing whose aim is to automatically classify the sentiment expressed in a free text.... health and well being jmir medical informatics sentiment analysis https://medinform.jmir.org/2022/8/e36427/authors JMIR Medical Informatics - Uncertainty Estimation in Medical Image Classification: Systematic Review Background: Deep neural networks are showing impressive results in different medical image classification tasks. However, for real-world applications, there is... jmir medical informatics image classification uncertainty estimation systematic https://medinform.jmir.org/2018/4/e10808 JMIR Medical Informatics - Assessing the Impacts of Integrated Decision Support Software on Sexual... Background: Gay and bisexual men are disproportionately affected by HIV and other sexually transmissible infections (STIs), yet opportunities for sexual health... jmir medical informatics https://medinform.jmir.org/2020/11/e22508/ JMIR Medical Informatics - Identification of Semantically Similar Sentences in Clinical Notes:... Background: Although electronic health records (EHRs) have been widely adopted in health care, effective use of EHR data is often limited because of redundant... jmir medical informatics identification https://medinform.jmir.org/2023/1/e45636/tweetations JMIR Medical Informatics - Clinical Decision Support to Reduce Opioid Prescriptions for Dental... Background: Clinical decision support (CDS) has the potential to improve clinical decision-making consistent with evidence-based care. CDS can be designed to... jmir medical informatics clinical decision support https://medinform.jmir.org/open-review JMIR Medical Informatics - Open Review Articles jmir medical informatics open review articles https://medinform.jmir.org/2024/1/e54345 JMIR Medical Informatics - Reference Hallucination Score for Medical Artificial Intelligence... Background: Artificial intelligence (AI) chatbots have recently gained use in medical practice by health care practitioners. Interestingly, the output of these... jmir medical informatics reference hallucination score artificial https://medinform.jmir.org/2017/4/e39/citations JMIR Medical Informatics - Predicting Consumer Effort in Finding and Paying for Health Care: Expert... Background: For consumers to accept and use a health care information system, it must be easy to use, and the consumer must perceive it as being free from... jmir medical informatics https://medinform.jmir.org/2016/3/e26/ JMIR Medical Informatics - Satisfaction Levels and Factors Influencing Satisfaction With Use of a... Background: The treatment of neonatal and pediatric patients is limited to certain medical institutions depending on treatment difficulty. Effective patient... jmir medical informatics https://medinform.jmir.org/2024/1/e56361/metrics JMIR Medical Informatics - Diagnostic Accuracy of Artificial Intelligence in Endoscopy: Umbrella... Background: Some research has already reported the diagnostic value of artificial intelligence (AI) in different endoscopy outcomes. However, the evidence is... jmir medical informatics diagnostic accuracy artificial intelligence https://medinform.jmir.org/2024/1/e52675 JMIR Medical Informatics - Unintended Consequences of Data Sharing Under the Meaningful Use Program Interoperability has been designed to improve the quality and efficiency of healthcare. Interoperability allows the Centers for Medicare and Medicaid Services... jmir medical informatics https://medinform.jmir.org/2025/1/e78279/ JMIR Medical Informatics - Performance of the Large Language Models on the Chinese National Nurse... Background: Large language models are increasingly explored in nursing education, but their capabilities in specialized, high-stakes, culturally-specific... jmir medical informatics large language models https://medinform.jmir.org/2017/3/e19 JMIR Medical Informatics - Triaging Patient Complaints: Monte Carlo Cross-Validation of Six Machine... Background: Unsolicited patient complaints can be a useful service recovery tool for health care organizations. Some patient complaints contain information... jmir medical informatics https://medinform.jmir.org/2026/1/e98669 JMIR Medical Informatics - Retraction: Medical Emergency Resource Allocation Model in Large-Scale... jmir medical informatics resource allocation retraction emergency https://medinform.jmir.org/2017/3/e13/citations JMIR Medical Informatics - The Rules of Engagement: Perspectives on Secure Messaging From... Background: Patient portals have shown promise in engaging individuals in self-management of chronic conditions by allowing patients to input and track health... the rules of engagement jmir medical informatics https://medinform.jmir.org/2024/1/e63425/citations JMIR Medical Informatics - Evaluation of a Telemonitoring System Using Electronic National Early... Background: Telehealth programs and wearable sensors that enable patients to monitor their vital signs have expanded due to the COVID-19 pandemic. The... jmir medical informatics https://medinform.jmir.org/2018/1/e1/citations JMIR Medical Informatics - Stage-Based Mobile Intervention for Substance Use Disorders in Primary... Background: In 2016, 21 million Americans aged 12 years and older needed treatment for a substance use disorder (SUD). However, only 10% to 11% of individuals... jmir medical informatics https://medinform.jmir.org/2022/12/e42664/tweetations JMIR Medical Informatics - Telehealth System Based on the Ontology Design of a Diabetes Management... Background: Diabetes needs to be under control through management and intervention. Management of diabetes through mobile health is a practical approach;... jmir medical informatics https://medinform.jmir.org/2019/1/e12465/authors JMIR Medical Informatics - Improving Digital Hospital Transformation: Development of an... Background: Digital transformation in health care is being driven by the need to improve quality, reduce costs, and enhance the patient experience of health... jmir medical informatics improving digital hospital transformation https://medinform.jmir.org/2018/4/e46 JMIR Medical Informatics - Development of an eHealth System to Capture and Analyze Patient Sensor... Background: Capturing and Analyzing Sensor and Self-Report Data for Clinicians and Researchers (COMPASS) is an electronic health (eHealth) platform designed to... jmir medical informatics https://medinform.jmir.org/2022/8/e33402/ JMIR Medical Informatics - Electronic Data Capture System (REDCap) for Health Care Research and... Background: Electronic data capture (EDC) in academic health care organizations provides an opportunity for the management, aggregation, and secondary use of... jmir medical informatics electronic data capture https://medinform.jmir.org/2025/1/e78644/metrics JMIR Medical Informatics - Predictive Performance of Radiomics-Based Machine Learning for... Background: Predicting Colorectal Cancer (CRC) recurrence risk remains a challenge in clinical practice. Owing to the widespread use of radiomics in CRC... jmir medical informatics machine learning predictive performance https://medinform.jmir.org/2021/2/e21679/ JMIR Medical Informatics - Lexicon Development for COVID-19-related Concepts Using Open-source Word... Background: Scientists are developing new computational methods and prediction models to better clinically understand COVID-19 prevalence, treatment efficacy,... jmir medical informatics https://medinform.jmir.org/2025/1/e63581/authors JMIR Medical Informatics - Predicting Unplanned Readmission Risk in Patients With Cirrhosis:... Background: Cirrhosis is a leading cause of non-cancer deaths in gastrointestinal diseases, resulting in high hospitalization and readmission rates. Early... jmir medical informatics predicting unplanned https://medinform.jmir.org/2018/1/e17 JMIR Medical Informatics - Assessing the Readability of Medical Documents: A Ranking Approach Background: The use of electronic health record (EHR) systems with patient engagement capabilities, including viewing, downloading, and transmitting health... jmir medical informatics assessing https://medinform.jmir.org/2022/12/e41312 JMIR Medical Informatics - Pan-Canadian Electronic Medical Record Diagnostic and Unstructured Text... Background: The availability of electronic medical record (EMR) free-text data for research varies. However, access to short diagnostic text fields is more... jmir medical informatics pan canadian https://medinform.jmir.org/2021/4/e24014/tweetations JMIR Medical Informatics - Physician Stress During Electronic Health Record Inbox Work: In Situ... Background: Increased work through electronic health record (EHR) messaging is frequently cited as a factor of physician burnout. However, studies to date have... jmir medical informatics electronic health record https://medinform.jmir.org/2019/2/e12348 JMIR Medical Informatics - Consumer-Mediated Data Exchange for Research: Current State of US Law,... A compendium of US laws and regulations offers increasingly strong support for the concept that researchers can acquire the electronic health record data that... jmir medical informatics https://medinform.jmir.org/2021/7/e29986/citations JMIR Medical Informatics - Ambulatory Risk Models for the Long-Term Prevention of Sepsis:... Background: Sepsis is a life-threatening condition that can rapidly lead to organ damage and death. Existing risk scores predict outcomes for patients who have... for the long term jmir medical informatics https://medinform.jmir.org/2022/2/e34932/ JMIR Medical Informatics - Early Identification of Maternal Cardiovascular Risk Through Sourcing... Background: Health care data are fragmenting as patients seek care from diverse sources. Consequently, patient care is negatively impacted by disparate health... jmir medical informatics early identification https://medinform.jmir.org/2018/2/e10248/ JMIR Medical Informatics - Adverse Drug Event Reporting From Clinical Care: Mixed-Methods Analysis... : Patients commonly transition between health care settings, requiring care providers to transfer medication utilization information. Yet, information sharing... jmir medical informatics

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