Customization scenarios for de-identification of clinical notes.

abstract：BACKGROUND:Following the completion of treatment and as they enter the follow-up phase, breast cancer patients (BCPs) often recount feeling 'lost in transition', and are left with many questions concerning how their ongoing care and monitoring for recurrence will be managed. Family physicians (FPs) also frequently repo...

journal_title：BMC medical informatics and decision making

authors： Haq R,Heus L,Baker NA,Dastur D,Leung FH,Leung E,Li B,Vu K,Parsons JA

更新日期：2013-07-25 00:00:00

abstract：BACKGROUND:Digital health interventions can fill gaps in mental healthcare provision. However, autonomous e-mental health (AEMH) systems also present challenges for effective risk management. To balance autonomy and safety, AEMH systems need to detect risk situations and act on these appropriately. One option is sendin...

journal_title：BMC medical informatics and decision making

authors： Tielman ML,Neerincx MA,Pagliari C,Rizzo A,Brinkman WP

更新日期：2019-03-18 00:00:00

abstract：BACKGROUND:Patients with a prolonged intensive care unit (ICU) length of stay account for a disproportionate amount of resource use. Early identification of patients at risk for a prolonged length of stay can lead to quality enhancements that reduce ICU stay. This study developed and validated a model that identifies p...

journal_title：BMC medical informatics and decision making

authors： Kramer AA,Zimmerman JE

更新日期：2010-05-13 00:00:00

abstract：BACKGROUND:Circular RNAs (circRNAs) are those RNA molecules that lack the poly (A) tails, which present the closed-loop structure. Recent studies emphasized that some circRNAs imply different functions from canonical transcripts, and further associated with complex diseases. Several computational methods have been deve...

journal_title：BMC medical informatics and decision making

authors： Wang Y,Zhang X,Wang T,Xing J,Wu Z,Li W,Wang J

更新日期：2020-07-09 00:00:00

abstract：BACKGROUND:Pathology reports are written in free-text form, which precludes efficient data gathering. We aimed to overcome this limitation and design an automated system for extracting biomarker profiles from accumulated pathology reports. METHODS:We designed a new data model for representing biomarker knowledge. The ...

journal_title：BMC medical informatics and decision making

authors： Lee J,Song HJ,Yoon E,Park SB,Park SH,Seo JW,Park P,Choi J

更新日期：2018-05-21 00:00:00

abstract：BACKGROUND:In this study we implemented and developed state-of-the-art machine learning (ML) and natural language processing (NLP) technologies and built a computerized algorithm for medication reconciliation. Our specific aims are: (1) to develop a computerized algorithm for medication discrepancy detection between pa...

journal_title：BMC medical informatics and decision making

authors： Li Q,Spooner SA,Kaiser M,Lingren N,Robbins J,Lingren T,Tang H,Solti I,Ni Y

更新日期：2015-05-06 00:00:00

abstract：BACKGROUND:The use of measurement instruments has become a major issue in physical therapy, but their use in daily practice is rare. The aim of this paper is to describe adherence to standardized assessments by physical therapists using a complexity-based model for categorizing rehabilitation (CMCR) at the Clínica Alem...

journal_title：BMC medical informatics and decision making

authors： Gutiérrez Panchana T,Hidalgo Cabalín V

更新日期：2018-03-12 00:00:00

abstract：BACKGROUND:Recent telehealth studies have demonstrated minor impact on patients affected by long-term conditions. The use of technology does not guarantee the compliance required for sustained collection of high-quality symptom and physiological data. Remote monitoring alone is not sufficient for successful disease man...

journal_title：BMC medical informatics and decision making

authors： Velardo C,Shah SA,Gibson O,Clifford G,Heneghan C,Rutter H,Farmer A,Tarassenko L,EDGE COPD Team.

更新日期：2017-02-20 00:00:00

abstract：BACKGROUND:Discharge planning is a care process that aims to secure the transfer of care for the patient at transition from home to the hospital and back home. Information exchange and collaboration between care providers are essential, but deficits are common. A wide range of initiatives to improve the discharge plann...

journal_title：BMC medical informatics and decision making

authors： Nordmark S,Zingmark K,Lindberg I

更新日期：2016-04-27 00:00:00

abstract：BACKGROUND:Real-time clinical decision support (CDS) integrated into clinicians' workflow has the potential to profoundly affect the cost, quality, and safety of health care delivery. Recent reports have identified a surprisingly low acceptance rate for different types of CDS. We hypothesized that factors affecting CDS...

journal_title：BMC medical informatics and decision making

authors： Sittig DF,Krall MA,Dykstra RH,Russell A,Chin HL

更新日期：2006-02-01 00:00:00

abstract：BACKGROUND:Informational discontinuity can have far reaching consequences like medical errors, increased re-hospitalization rates and adverse events among others. Thus the holy grail of seamless informational continuity in healthcare has been an enigma with some nations going the digital way. Digitization in healthcare...

journal_title：BMC medical informatics and decision making

authors： Gowda NR,Kumar A,Arya SK,H V

更新日期：2020-07-28 00:00:00

abstract：BACKGROUND:Quantitative electroencephalogram (EEG) is one neuroimaging technique that has been shown to differentiate patients with major depressive disorder (MDD) and non-depressed healthy volunteers (HV) at the group-level, but its diagnostic potential for detecting differences at the individual level has yet to be r...

journal_title：BMC medical informatics and decision making

authors： Mohammadi M,Al-Azab F,Raahemi B,Richards G,Jaworska N,Smith D,de la Salle S,Blier P,Knott V

更新日期：2015-12-23 00:00:00

abstract：BACKGROUND:Given an increased global prevalence of complementary and alternative medicine (CAM) use, healthcare providers commonly seek CAM-related health information online. Numerous online resources containing CAM-specific information exist, many of which are readily available/accessible, containing information share...

journal_title：BMC medical informatics and decision making

authors： Ng JY,Munford V,Thakar H

更新日期：2020-11-09 00:00:00

abstract：BACKGROUND:The chronic kidney disease (CKD) is a worldwide critical problem, especially in developing countries. CKD patients usually begin their treatment in advanced stages, which requires dialysis and kidney transplantation, and consequently, affects mortality rates. This issue is faced by a mobile health (mHealth) ...

journal_title：BMC medical informatics and decision making

authors： Sobrinho A,da Silva LD,Perkusich A,Pinheiro ME,Cunha P

更新日期：2018-01-12 00:00:00

abstract：BACKGROUND:Methods for linking real-world healthcare data often use a latent class model, where the latent, or unknown, class is the true match status of candidate record-pairs. This commonly used model assumes that agreement patterns among multiple fields within a latent class are independent. When this assumption is ...

journal_title：BMC medical informatics and decision making

authors： Daggy JK,Xu H,Hui SL,Gamache RE,Grannis SJ

更新日期：2013-08-30 00:00:00

abstract：:In this editorial, we first summarize the Third International Workshop on Semantics-Powered Data Analytics (SEPDA 2018) held on December 3, 2018 in conjunction with the 2018 IEEE International Conference on Bioinformatics and Biomedicine (BIBM 2018) in Madrid, Spain, and then briefly introduce five research articles i...

journal_title：BMC medical informatics and decision making

authors： He Z,Bian J,Tao C,Zhang R

更新日期：2019-08-08 00:00:00

abstract：BACKGROUND:Cognitive aids are increasingly recommended in clinical practice, yet little is known about the attitudes of physicians towards these tools. METHODS:We employed a qualitative, descriptive design to explore physician attitudes towards cognitive aids in pediatric intensive care units (PICUs). Semi-structured ...

journal_title：BMC medical informatics and decision making

authors： Weiss MJ,Kramer C,Tremblay S,Côté L

更新日期：2016-05-21 00:00:00

abstract：BACKGROUND:Prior studies have demonstrated that cardiorespiratory fitness (CRF) is a strong marker of cardiovascular health. Machine learning (ML) can enhance the prediction of outcomes through classification techniques that classify the data into predetermined categories. The aim of this study is to present an evaluat...

journal_title：BMC medical informatics and decision making

authors： Sakr S,Elshawi R,Ahmed AM,Qureshi WT,Brawner CA,Keteyian SJ,Blaha MJ,Al-Mallah MH

更新日期：2017-12-19 00:00:00

abstract：BACKGROUND:The quantitative study of the publication output (bibliometrics) deeply influences how scientific work is perceived (bibliometric visibility). Recently, new bibliometric indices and databases have been established, which may change the visibility of disciplines, institutions and individuals. This study exami...

journal_title：BMC medical informatics and decision making

authors： Spreckelsen C,Deserno TM,Spitzer K

更新日期：2011-04-15 00:00:00

abstract：BACKGROUND:Longevity creates increasing care needs for healthcare providers and family caregivers. Increasingly, the burden of care falls to one primary caregiver, increasing stress and reducing health outcomes. Additionally, little has been published on adults', over the age of 75, preferences in the development of he...

journal_title：BMC medical informatics and decision making

authors： Quintana Y,Crotty B,Fahy D,Lipsitz L,Davis RB,Safran C

更新日期：2018-11-20 00:00:00

abstract：BACKGROUND:Many healthcare databases have been routinely collected over the past decades, to support clinical practice and administrative services. However, their secondary use for research is often hindered by restricted governance rules. Furthermore, health research studies typically involve many participants with co...

journal_title：BMC medical informatics and decision making

authors： Almeida JR,Gini R,Roberto G,Rijnbeek P,Oliveira JL

更新日期：2019-07-02 00:00:00

abstract：BACKGROUND:Increased digitalization of healthcare comes along with the cost of cybercrime proliferation. This results to patients' and healthcare providers' skepticism to adopt Health Information Technologies (HIT). In Europe, this shortcoming hampers efficient cross-border health data exchange, which requires a holist...

journal_title：BMC medical informatics and decision making

authors： Natsiavas P,Rasmussen J,Voss-Knude M,Votis Κ,Coppolino L,Campegiani P,Cano I,Marí D,Faiella G,Clemente F,Nalin M,Grivas E,Stan O,Gelenbe E,Dumortier J,Petersen J,Tzovaras D,Romano L,Komnios I,Koutkias V

更新日期：2018-10-16 00:00:00

abstract：BACKGROUND:In recent years, a significant change has taken place in the health care delivery systems due to the availability of smartphones and mobile software applications. The use of mobile technology can help to reduce a number of barriers for mental health care such as providers' workload, lack of qualified personn...

journal_title：BMC medical informatics and decision making

authors： Pokhrel P,Karmacharya R,Taylor Salisbury T,Carswell K,Kohrt BA,Jordans MJD,Lempp H,Thornicroft G,Luitel NP

更新日期：2021-01-19 00:00:00

abstract：BACKGROUND:A common disclosure control practice for health datasets is to identify small geographic areas and either suppress records from these small areas or aggregate them into larger ones. A recent study provided a method for deciding when an area is too small based on the uniqueness criterion. The uniqueness crite...

journal_title：BMC medical informatics and decision making

authors： El Emam K,Brown A,AbdelMalik P,Neisa A,Walker M,Bottomley J,Roffey T

更新日期：2010-04-02 00:00:00

abstract：BACKGROUND:Mandates abound to share publicly-funded research data for reuse, while data platforms continue to emerge to facilitate such reuse. Birth cohorts (BC) involve longitudinal designs, significant sample sizes and rich and deep datasets. Data sharing benefits include more analyses, greater research complexity, i...

journal_title：BMC medical informatics and decision making

authors： Manhas KP,Dodd SX,Page S,Letourneau N,Adair CE,Cui X,Tough SC

更新日期：2018-11-12 00:00:00

abstract：BACKGROUND:The ability to report complete, accurate and timely data by HIV care providers and other entities is a key aspect in monitoring trends in HIV prevention, treatment and care, hence contributing to its eradication. In many low-middle-income-countries (LMICs), aggregate HIV data reporting is done through the Di...

journal_title：BMC medical informatics and decision making

authors： Gesicho MB,Were MC,Babic A

更新日期：2021-01-06 00:00:00

abstract：BACKGROUND:Approximately 20% of deaths in the US each year are attributable to smoking, yet current practices in the recording of this health risk in electronic health records (EHRs) have not led to discernable changes in health outcomes. Several groups have developed algorithms for extracting smoking behaviors from cl...

journal_title：BMC medical informatics and decision making

authors： Palmer EL,Higgins J,Hassanpour S,Sargent J,Robinson CM,Doherty JA,Onega T

更新日期：2019-07-25 00:00:00

abstract：BACKGROUND:Fever is one of the most common symptoms of pediatric consultations and its mismanagement is a health care burden. Guidelines on fever management are incoherent and data on fever management are still missing. This study protocol describes an app-based registry to evaluate the fever management of parents. OB...

journal_title：BMC medical informatics and decision making

authors： Martin D,Wachtmeister J,Ludwigs K,Jenetzky E

更新日期：2020-10-01 00:00:00

abstract：BACKGROUND:Hospital electronic information management systems (HEIMS) are widely used in Ghana, and hence its performance must be carefully assessed. Nurses as clinical health personnel are the largest cluster of hospital staff and are the pillar of healthcare delivery. Therefore, they play a crucial role in the adopti...

journal_title：BMC medical informatics and decision making

authors： Zhou LL,Owusu-Marfo J,Asante Antwi H,Antwi MO,Kachie ADT,Ampon-Wireko S

更新日期：2019-11-21 00:00:00

abstract：BACKGROUND:Colorectal cancer incidence and mortality have been increasing in China and as one of the most important health problems facing the nation. Adequate dissemination of correct information about colorectal cancer could help in reducing cancer-related morbidity and mortality. This study aims to assess the comple...

journal_title：BMC medical informatics and decision making

authors： Zhang S,Yang Y,Yan D,Yuan B,Jiang X,Song C

更新日期：2018-12-04 00:00:00