Decision support at home (DS@HOME)--system architectures and requirements.

abstract：BACKGROUND:Biofuels produced from biomass are considered to be promising sustainable alternatives to fossil fuels. The conversion of lignocellulose into fermentable sugars for biofuels production requires the use of enzyme cocktails that can efficiently and economically hydrolyze lignocellulosic biomass. As many fungi ...

journal_title：BMC medical informatics and decision making

authors： Meurs MJ,Murphy C,Morgenstern I,Butler G,Powlowski J,Tsang A,Witte R

更新日期：2012-04-30 00:00:00

abstract：BACKGROUND:Transient ischemic attack (TIA) is a brief episode of neurological dysfunction resulting from cerebral ischemia not associated with permanent cerebral infarction. TIA is associated with high diagnostic errors because of the subjective nature of findings and the lack of clinical and imaging biomarkers. The go...

journal_title：BMC medical informatics and decision making

authors： Stanciu A,Banciu M,Sadighi A,Marshall KA,Holland NR,Abedi V,Zand R

更新日期：2020-06-18 00:00:00

abstract：BACKGROUND:Electronic health records provide access to an unprecedented amount of clinical data for research that can accelerate the development of effective medical practices. However it is important to protect patient confidentiality, as many medical conditions are stigmatized and disclosure could result in personal ...

journal_title：BMC medical informatics and decision making

authors： Morse RE,Nadkarni P,Schoenfeld DA,Finkelstein DM

更新日期：2011-11-10 00:00:00

abstract：BACKGROUND:Functional Magnetic Resonance Imaging (fMRI) has been proven to be useful for studying brain functions. However, due to the existence of noise and distortion, mapping between the fMRI signal and the actual neural activity is difficult. Because of the difficulty, differential pattern analysis of fMRI brain im...

journal_title：BMC medical informatics and decision making

authors： Ji SY,Ward K,Najarian K

更新日期：2009-11-03 00:00:00

abstract：BACKGROUND:Electronic medical records contain information of value for research, but contain identifiable and often highly sensitive confidential information. Patient-identifiable information cannot in general be shared outside clinical care teams without explicit consent, but anonymisation/de-identification allows res...

journal_title：BMC medical informatics and decision making

authors： Cardinal RN

更新日期：2017-04-26 00:00:00

abstract：BACKGROUND:Patients with no history of stroke but with stenosis of the carotid arteries can reduce the risk of future stroke with surgery or stenting. At present, a physicians' ability to recommend optimal treatments based on an individual's risk profile requires estimating the likelihood that a patient will have a poo...

journal_title：BMC medical informatics and decision making

authors： Faerber AE,Horvath R,Stillman C,O'Connell ML,Hamilton AL,Newhall KA,Likosky DS,Goodney PP

更新日期：2015-03-24 00:00:00

abstract：BACKGROUND:Diagnosis of neuromuscular diseases in primary care is often challenging. Rare diseases such as Pompe disease are easily overlooked by the general practitioner. We therefore aimed to develop a diagnostic support tool using patient-oriented questions and combined data mining algorithms recognizing answer patt...

journal_title：BMC medical informatics and decision making

authors： Grigull L,Lechner W,Petri S,Kollewe K,Dengler R,Mehmecke S,Schumacher U,Lücke T,Schneider-Gold C,Köhler C,Güttsches AK,Kortum X,Klawonn F

更新日期：2016-03-08 00:00:00

abstract：BACKGROUND:The storage and distribution of electrocardiogram data is based on different formats. There is a need to promote the development of standards for their exchange and analysis. Such models should be platform-/ system- and application-independent, flexible and open to every member of the scientific community. ...

journal_title：BMC medical informatics and decision making

authors： Wang H,Azuaje F,Jung B,Black N

更新日期：2003-05-07 00:00:00

abstract：BACKGROUND:With wide applications of matrix-assisted laser desorption/ionization time-of-flight mass spectrometry (MALDI-TOF MS) and surface-enhanced laser desorption/ionization time-of-flight mass spectrometry (SELDI-TOF MS), statistical comparison of serum peptide profiles and management of patients information play ...

journal_title：BMC medical informatics and decision making

authors： Cao Y,Wang N,Ying X,Li A,Wang H,Zhang X,Li W

更新日期：2009-02-17 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:Clinical text classification is an fundamental problem in medical natural language processing. Existing studies have cocnventionally focused on rules or knowledge sources-based feature engineering, but only a limited number of studies have exploited effective representation learning capability of deep learni...

journal_title：BMC medical informatics and decision making

authors： Yao L,Mao C,Luo Y

更新日期：2019-04-04 00:00:00

abstract：BACKGROUND:The admission, discharge and transfer (ADT) module is used in the hospital information system (HIS) for the purposes of managing appointments, patient admission, daily control of hospital beds, planning surgery procedures, keeping up-to-date on patient discharges, and registering patient transfers within or ...

journal_title：BMC medical informatics and decision making

authors： Farrahi R,Rangraz Jeddi F,Nabovati E,Sadeqi Jabali M,Khajouei R

更新日期：2019-08-24 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:The use of telemonitoring is a promising approach to optimizing outcomes in the treatment of heart failure (HF) for patients living in the community. HF telemonitoring interventions, however, have not been tested for use with individuals residing in disparity communities. METHODS:The current study describes...

journal_title：BMC medical informatics and decision making

authors： Pekmezaris R,Schwartz RM,Taylor TN,DiMarzio P,Nouryan CN,Murray L,McKenzie G,Ahern D,Castillo S,Pecinka K,Bauer L,Orona T,Makaryus AN

更新日期：2016-06-24 00:00:00

abstract：BACKGROUND:Schizophrenia is a kind of serious mental illness. Due to the lack of an objective physiological data supporting and a unified data analysis method, doctors can only rely on the subjective experience of the data to distinguish normal people and patients, which easily lead to misdiagnosis. In recent years, fu...

journal_title：BMC medical informatics and decision making

authors： Song H,Chen L,Gao R,Bogdan IIM,Yang J,Wang S,Dong W,Quan W,Dang W,Yu X

更新日期：2017-12-20 00:00:00

abstract：BACKGROUND:As the use of electronic health records (EHRs) becomes more widespread, so does the need to search and provide effective information discovery within them. Querying by keyword has emerged as one of the most effective paradigms for searching. Most work in this area is based on traditional Information Retrieva...

journal_title：BMC medical informatics and decision making

authors： Hristidis V,Varadarajan RR,Biondich P,Weiner M

更新日期：2010-10-22 00:00:00

abstract：BACKGROUND:Research on the development and functioning of technology platforms specifically for health applications in sub-Saharan Africa (SSA), is limited. The healthcare sector has also been resistant to platform adoption due to characteristics such as sensitive data and high cost of failure. A framework for the desi...

journal_title：BMC medical informatics and decision making

authors： Herman H,Grobbelaar SS,Pistorius C

更新日期：2020-03-12 00:00:00

abstract：BACKGROUND:The Variome corpus, a small collection of published articles about inherited colorectal cancer, includes annotations of 11 entity types and 13 relation types related to the curation of the relationship between genetic variation and disease. Due to the richness of these annotations, the corpus provides a good...

journal_title：BMC medical informatics and decision making

authors： Verspoor KM,Heo GE,Kang KY,Song M

更新日期：2016-07-18 00:00:00

abstract：BACKGROUND:Clinical notes such as discharge summaries have a semi- or unstructured format. These documents contain information about diseases, treatments, drugs, etc. Extracting meaningful information from them becomes challenging due to their narrative format. In this context, we aimed to compare the automatic extract...

journal_title：BMC medical informatics and decision making

authors： Reátegui R,Ratté S

更新日期：2018-09-14 00:00:00

abstract：BACKGROUND:A large body of work in the clinical guidelines field has identified requirements for guideline systems, but there are formidable challenges in translating such requirements into production-quality systems that can be used in routine patient care. Detailed analysis of requirements from an implementation pers...

journal_title：BMC medical informatics and decision making

authors： Shah H,Allard RD,Enberg R,Krishnan G,Williams P,Nadkarni PM

更新日期：2012-03-09 00:00:00

abstract：BACKGROUND:Cardiogenic stroke has increasing morbidity in China and brought economic burden to patient families. In cardiogenic stroke diagnosis, echocardiograph examination is one of the most important examinations. Sonographers will investigate patients' heart via echocardiograph, and describe them in the echocardiog...

journal_title：BMC medical informatics and decision making

authors： Qin L,Xu X,Ding L,Li Z,Li J

更新日期：2020-07-09 00:00:00

abstract：BACKGROUND:Named entity recognition (NER) is an important task in clinical natural language processing (NLP) research. Machine learning (ML) based NER methods have shown good performance in recognizing entities in clinical text. Algorithms and features are two important factors that largely affect the performance of ML...

journal_title：BMC medical informatics and decision making

authors： Tang B,Cao H,Wu Y,Jiang M,Xu H

更新日期：2013-01-01 00:00:00

abstract：BACKGROUND:Machine learning is a branch of Artificial Intelligence that is concerned with the design and development of algorithms, and it enables today's computers to have the property of learning. Machine learning is gradually growing and becoming a critical approach in many domains such as health, education, and bus...

journal_title：BMC medical informatics and decision making

authors： Alloghani M,Aljaaf A,Hussain A,Baker T,Mustafina J,Al-Jumeily D,Khalaf M

更新日期：2019-12-12 00:00:00

abstract：BACKGROUND:Using Monte Carlo simulations, we compare different methods (maximizing Youden index, maximizing mutual information, and logistic regression) for their ability to determine optimum binary cut-off thresholds for a ratio-scaled diagnostic test variable. Special attention is given to the stability and precision...

journal_title：BMC medical informatics and decision making

authors： Reibnegger G,Schrabmair W

更新日期：2014-11-25 00:00:00

abstract：BACKGROUND:Most hospitals keep and update their paper-based medical records after introducing an electronic medical record or a hospital information system (HIS). This case report describes a HIS in a hospital where the paper-based medical records are scanned and eliminated. To evaluate the HIS comprehensively, the per...

journal_title：BMC medical informatics and decision making

authors： Laerum H,Karlsen TH,Faxvaag A

更新日期：2004-10-16 00:00:00

abstract：BACKGROUND:When an Out-of-Hospital Cardiac Arrest (OHCA) incident is reported to emergency services, the 911 agent dispatches Emergency Medical Services to the location and activates responder network system (RNS), if the option is available. The RNS notifies all the registered users in the vicinity of the cardiac arre...

journal_title：BMC medical informatics and decision making

authors： Rao G,Choudhury S,Lingras P,Savage D,Mago V

更新日期：2020-12-30 00:00:00

abstract：BACKGROUND:Healthcare providers generate a huge amount of biomedical data stored in either legacy system (paper-based) format or electronic medical records (EMR) around the world, which are collectively referred to as big biomedical data (BBD). To realize the promise of BBD for clinical use and research, it is an essen...

journal_title：BMC medical informatics and decision making

authors： Luo L,Li L,Hu J,Wang X,Hou B,Zhang T,Zhao LP

更新日期：2016-08-30 00:00:00

abstract：BACKGROUND:Adverse drug events (ADEs) often occur as a result of drug-drug interactions (DDIs). The use of data mining for detecting effects of drug combinations on ADE has attracted growing attention and interest, however, most studies focused on analyzing pairwise DDIs. Recent efforts have been made to explore the di...

journal_title：BMC medical informatics and decision making

authors： Yao X,Tsang T,Sun Q,Quinney S,Zhang P,Ning X,Li L,Shen L

更新日期：2020-03-18 00:00:00

abstract：BACKGROUND:Geriatric patients frequently undergo emergency general surgery and accrue a greater risk of postoperative complications and fatal outcomes than the general population. It is highly relevant to develop the most appropriate care measures and to guide patient-centered decision-making around end-of-life care. P...

journal_title：BMC medical informatics and decision making

authors： Cao Y,Bass GA,Ahl R,Pourlotfi A,Geijer H,Montgomery S,Mohseni S

更新日期：2020-05-07 00:00:00

abstract：BACKGROUND:Few researchers have examined the perceptions of physicians referring cases for angiography regarding the degree to which collaboration occurs during percutaneous coronary intervention (PCI) decision-making. We sought to determine perceptions of physicians concerning their involvement in PCI decisions in cas...

journal_title：BMC medical informatics and decision making

authors： Rahilly-Tierney CR,Nash IS

更新日期：2008-06-25 00:00:00