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Methods of Information in Medicine

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https://www.readbyqxmd.com/read/28816343/application-of-n-of-1-experiments-to-test-the-efficacy-of-inactivity-alert-features-in-fitness-trackers-to-increase-breaks-from-sitting-in-older-adults
#1
Dori E Rosenberg, Elyse Kadokura, Margaret E Morris, Anne Renz, Roger M Vilardaga
BACKGROUND: Frequent breaks from sitting could improve health. Many commercially available fitness trackers deliver vibration alerts that could be used to cue sitting breaks. As a potentially pragmatic approach to promote frequent breaks from sitting, we tested the efficacy of inactivity alerts among obese older adults, a highly sedentary population. METHODS: We conducted 10 sequential N-of-1 (single-case) experimental ABA trials. Participants (mean age = 68, mean BMI = 35) were monitored for a baseline phase ("A1") followed by an intervention phase ("B")...
August 16, 2017: Methods of Information in Medicine
https://www.readbyqxmd.com/read/28816338/prediction-of-emergency-department-hospital-admission-based-on-natural-language-processing-and-neural-networks
#2
Xingyu Zhang, Joyce Kim, Rachel E Patzer, Stephen R Pitts, Aaron Patzer, Justin D Schrager
OBJECTIVE: To describe and compare logistic regression and neural network modeling strategies to predict hospital admission or transfer following initial presentation to Emergency Department (ED) triage with and without the addition of natural language processing elements. METHODS: Using data from the National Hospital Ambulatory Medical Care Survey (NHAMCS), a cross-sectional probability sample of United States EDs from 2012 and 2013 survey years, we developed several predictive models with the outcome being admission to the hospital or transfer vs...
August 16, 2017: Methods of Information in Medicine
https://www.readbyqxmd.com/read/28816337/a-bag-of-concepts-approach-for-biomedical-document-classification-using-wikipedia-knowledge-spanish-english-cross-language-case-study
#3
Marcos A Mouriño-García, Roberto Pérez-Rodríguez, Luis E Anido-Rifón
OBJECTIVES: The ability to efficiently review the existing literature is essential for the rapid progress of research. This paper describes a classifier of text documents, represented as vectors in spaces of Wikipedia concepts, and analyses its suitability for classification of Spanish biomedical documents when only English documents are available for training. We propose the cross-language concept matching (CLCM) technique, which relies on Wikipedia interlanguage links to convert concept vectors from the Spanish to the English space...
August 16, 2017: Methods of Information in Medicine
https://www.readbyqxmd.com/read/28925418/mhealth-application-areas-and-technology-combinations-a-comparison-of-literature-from-high-and-low-middle-income-countries
#4
Haitham Abaza, Michael Marschollek
BACKGROUND: With the continuous and enormous spread of mobile technologies, mHealth has evolved as a new subfield of eHealth. While eHealth is broadly focused on information and communication technologies, mHealth seeks to explore more into mobile devices and wireless communication. Since mobile phone penetration has exceeded other infrastructure in low and middle-income countries (LMICs), mHealth is seen as a promising component to provide pervasive and patient-centered care. OBJECTIVES: The aim of our research work for this paper is to examine the mHealth literature to identify application areas, target diseases, and mHealth service and technology types that are most appropriate for LMICs...
August 8, 2017: Methods of Information in Medicine
https://www.readbyqxmd.com/read/28925415/quality-requirements-for-electronic-health-record-systems-a-japanese-german-information-management-perspective
#5
Alfred Winter, Katsuhiko Takabayashi, Franziska Jahn, Eizen Kimura, Rolf Engelbrecht, Reinhold Haux, Masayuki Honda, Ursula H Hübner, Sozo Inoue, Christian D Kohl, Takehiro Matsumoto, Yasushi Matsumura, Kengo Miyo, Naoki Nakashima, Hans-Ulrich Prokosch, Martin Staemmler
BACKGROUND: For more than 30 years, there has been close cooperation between Japanese and German scientists with regard to information systems in health care. Collaboration has been formalized by an agreement between the respective scientific associations. Following this agreement, two joint workshops took place to explore the similarities and differences of electronic health record systems (EHRS) against the background of the two national healthcare systems that share many commonalities...
August 7, 2017: Methods of Information in Medicine
https://www.readbyqxmd.com/read/28726979/chronic-disease-registries-trends-and-challenges
#6
Joachim Schüz, Michael Fored
BACKGROUND: This accompanying editorial is an introduction to the focus theme of "chronic disease registries - trends and challenges". METHODS: A call for papers was announced on the website of Methods of Information in Medicine in April 2016 with submission deadline in September 2016. A peer review process was established to select the papers for the focus theme, managed by two guest editors. RESULTS: Three papers were selected to be included in the focus theme...
July 19, 2017: Methods of Information in Medicine
https://www.readbyqxmd.com/read/28726975/use-of-an-activity-tracker-to-test-for-a-possible-correlation-of-resting-heart-rate-with-life-events-an-n-of-1-study-of-participant-provided-data
#7
Paul Cooper, Nilmini Wickramasinghe Deakin Edu Au
No abstract text is available yet for this article.
July 19, 2017: Methods of Information in Medicine
https://www.readbyqxmd.com/read/28726974/back-on-track
#8
Sabine Koch, Olaf Gefeller, Indra N Sarkar, Reinhold Haux
No abstract text is available yet for this article.
July 19, 2017: Methods of Information in Medicine
https://www.readbyqxmd.com/read/28726973/heart-rate-variability-biofeedback-stress-relief-program-for-depression-a-replicated-single-subject-design
#9
Bregje M A Hartogs, Agna Bartels-Velthuis, Karen Van der Ploeg, Elske H Bos
BACKGROUND: Depressive disorders often have a chronic course and the efficacy of evidence-based treatments may be overestimated. OBJECTIVE: To examine the effectiveness of the Heart Rate Variability Stress Reduction Program (SRP) as a supplement to standard treatment in patients with depressive disorders. METHODS: The SRP was individually administered in eight weekly sessions. Seven participants completed the full protocol and were enrolled in a single-subject ABA multiple baseline experimental design...
July 19, 2017: Methods of Information in Medicine
https://www.readbyqxmd.com/read/28726971/an-environment-for-guideline-based-decision-support-systems-for%C3%A2-outpatients-monitoring
#10
Elisa M Zini, Giordano Lanzola, Paolo Bossi, Silvana Quaglini
OBJECTIVES: We propose an architecture for monitoring outpatients that relies on mobile technologies for acquiring data. The goal is to better control the onset of possible side effects between the scheduled visits at the clinic. METHODS: We analyze the architectural components required to ensure a high level of abstraction from data. Clinical practice guidelines were formalized with Alium, an authoring tool based on the PROforma language, using SNOMED-CT as a terminology standard...
July 19, 2017: Methods of Information in Medicine
https://www.readbyqxmd.com/read/28678303/a-comparison-of-discovered-regularities-in-blood-glucose-readings-across-two-data-collection-approaches-used-with-a-type-1-diabetic-youth
#11
Victor Lee, Travis Thurston, Chris Thurston
BACKGROUND: Type 1 diabetes requires frequent testing and monitoring of blood glucose levels in order to determine appropriate type and dosage of insulin administration. This can lead to thousands of individual measurements over the course of a lifetime of a single individual, of which very few are retained as part of a permanent record. The third author, aged 9, and his family have maintained several years of written records since his diagnosis with Type 1 diabetes at age 20 months, and have also recently begun to obtain automated records from a continuous glucose monitor...
July 5, 2017: Methods of Information in Medicine
https://www.readbyqxmd.com/read/28930362/rapid-development-of-specialty-population-registries-and-quality-measures-from-electronic-health-record-data-an-agile-framework
#12
Vaishnavi Kannan, Jason S Fish, Jacqueline M Mutz, Angela R Carrington, Ki Lai, Lisa S Davis, Josh E Youngblood, Mark R Rauschuber, Kathryn A Flores, Evan J Sara, Deepa G Bhat, DuWayne L Willett
BACKGROUND: Creation of a new electronic health record (EHR)-based registry often can be a "one-off" complex endeavor: first developing new EHR data collection and clinical decision support tools, followed by developing registry-specific data extractions from the EHR for analysis. Each development phase typically has its own long development and testing time, leading to a prolonged overall cycle time for delivering one functioning registry with companion reporting into production. The next registry request then starts from scratch...
June 14, 2017: Methods of Information in Medicine
https://www.readbyqxmd.com/read/28612890/technology-in-rehabilitation-comparing-personalised-and-global-classification-methodologies-in-evaluating-the-squat-exercise-with-wearable-imus
#13
Martin A O'Reilly, Darragh Whelan, Tomás E Ward, Eamonn Delahunt, Brian Caulfield
BACKGROUND: The barbell squat is a popularly used lower limb rehabilitation exercise. It is also an integral exercise in injury risk screening protocols. To date athlete/patient technique has been assessed using expensive laboratory equipment or subjective clinical judgement; both of which are not without shortcomings. Inertial measurement units (IMUs) may offer a low cost solution for the objective evaluation of athlete/patient technique. However, it is not yet known if global classification techniques are effective in identifying naturally occurring, minor deviations in barbell squat technique...
June 14, 2017: Methods of Information in Medicine
https://www.readbyqxmd.com/read/28590499/can-statistical-machine-learning-algorithms-help-for-classification-of-obstructive-sleep-apnea-severity-to-optimal-utilization-of-polysomnography-resources
#14
Selen Bozkurt, Asli Bostanci, Murat Turhan
OBJECTIVES: The goal of this study is to evaluate the results of machine learning methods for the classification of OSA severity of patients with suspected sleep disorder breathing as normal, mild, moderate and severe based on non-polysomnographic variables: 1) clinical data, 2) symptoms and 3) physical examination. METHODS: In order to produce classification models for OSA severity, five different machine learning methods (Bayesian network, Decision Tree, Random Forest, Neural Networks and Logistic Regression) were trained while relevant variables and their relationships were derived empirically from observed data...
June 7, 2017: Methods of Information in Medicine
https://www.readbyqxmd.com/read/28590498/a-multi-way-multi-task-learning-approach-for-multinomial-logistic-regression-an-application-in-joint-prediction-of-appointment-miss-opportunities-across-multiple-clinics
#15
Adel Alaeddini, Seung Hee Hong
OBJECTIVES: Whether they have been engineered for it or not, most healthcare systems experience a variety of unexpected events such as appointment miss-opportunities that can have significant impact on their revenue, cost and resource utilization. In this paper, a multi-way multi-task learning model based on multinomial logistic regression is proposed to jointly predict the occurrence of different types of miss-opportunities at multiple clinics. METHODS: An extension of L1 / L2 regularization is proposed to enable transfer of information among various types of miss-opportunities as well as different clinics...
June 7, 2017: Methods of Information in Medicine
https://www.readbyqxmd.com/read/28925419/mosaicqa-a-general-approach-to-facilitate-basic-data-quality-assurance-for-epidemiological-research
#16
Martin Bialke, Henriette Rau, Thea Schwaneberg, Rene Walk, Thomas Bahls, Wolfgang Hoffmann
BACKGROUND: Epidemiological studies are based on a considerable amount of personal, medical and socio-economic data. To answer research questions with reliable results, epidemiological research projects face the challenge of providing high quality data. Consequently, gathered data has to be reviewed continuously during the data collection period. OBJECTIVES: This article describes the development of the mosaicQA-library for non-statistical experts consisting of a set of reusable R functions to provide support for a basic data quality assurance for a wide range of application scenarios in epidemiological research...
May 29, 2017: Methods of Information in Medicine
https://www.readbyqxmd.com/read/28361158/a-machine-learning-based-method-for-question-type-classification-in-biomedical-question-answering
#17
Mourad Sarrouti, Said Ouatik El Alaoui
BACKGROUND AND OBJECTIVE: Biomedical question type classification is one of the important components of an automatic biomedical question answering system. The performance of the latter depends directly on the performance of its biomedical question type classification system, which consists of assigning a category to each question in order to determine the appropriate answer extraction algorithm. This study aims to automatically classify biomedical questions into one of the four categories: (1) yes/no, (2) factoid, (3) list, and (4) summary...
May 18, 2017: Methods of Information in Medicine
https://www.readbyqxmd.com/read/28474729/utilizing-electronic-medical-records-to-discover-changing-trends-of-medical-behaviors-over-time
#18
Liangying Yin, Zhengxing Huang, Wei Dong, Chunhua He, Huilong Duan
OBJECTIVES: Medical behaviors are playing significant roles in the delivery of high quality and cost-effective health services. Timely discovery of changing frequencies of medical behaviors is beneficial for the improvement of health services. The main objective of this work is to discover the changing trends of medical behaviors over time. METHODS: This study proposes a two-steps approach to detect essential changing patterns of medical behaviors from Electronic Medical Records (EMRs)...
May 5, 2017: Methods of Information in Medicine
https://www.readbyqxmd.com/read/28451691/tool-supported-interactive-correction-and-semantic-annotation-of-narrative-clinical-reports
#19
Karel Zvára, Marie Tomečková, Jan Peleška, Vojtěch Svátek, Jana Zvárová
OBJECTIVES: Our main objective is to design a method of, and supporting software for, interactive correction and semantic annotation of narrative clinical reports, which would allow for their easier and less erroneous processing outside their original context: first, by physicians unfamiliar with the original language (and possibly also the source specialty), and second, by tools requiring structured information, such as decision-support systems. Our additional goal is to gain insights into the process of narrative report creation, including the errors and ambiguities arising therein, and also into the process of report annotation by clinical terms...
April 28, 2017: Methods of Information in Medicine
https://www.readbyqxmd.com/read/28451689/a-randomized-trial-comparing-classical-participatory-design-to-vandaid-an-interactive-crowdsourcing-platform-to-facilitate-user-centered-design
#20
Kevin R Dufendach, Sabine Koch, Kim M Unertl, Christoph U Lehmann
BACKGROUND: Early involvement of stakeholders in the design of medical software is particularly important due to the need to incorporate complex knowledge and actions associated with clinical work. Standard user-centered design methods include focus groups and participatory design sessions with individual stakeholders, which generally limit user involvement to a small number of individuals due to the significant time investments from designers and end users. OBJECTIVES: The goal of this project was to reduce the effort for end users to participate in co-design of a software user interface by developing an interactive web-based crowdsourcing platform...
April 28, 2017: Methods of Information in Medicine
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