Abstract:
:The main goal of this article is to identify the main dimensions of a model proposal for increasing the potential of big data research in Healthcare for medical doctors' (MDs') learning, which appears as a major issue in continuous medical education and learning. The paper employs a systematic literature review of main scientific databases (PubMed and Google Scholar), using the VOSviewer software tool, which enables the visualization of scientific landscapes. The analysis includes a co-authorship data analysis as well as the co-occurrence of terms and keywords. The results lead to the construction of the learning model proposed, which includes four health big data key areas for MDs' learning: 1) data transformation is related to the learning that occurs through medical systems; 2) health intelligence includes the learning regarding health innovation based on predictions and forecasting processes; 3) data leveraging regards the learning about patient information; and 4) the learning process is related to clinical decision-making, focused on disease diagnosis and methods to improve treatments. Practical models gathered from the scientific databases can boost the learning process and revolutionise the medical industry, as they store the most recent knowledge and innovative research.
journal_name
J Med Systjournal_title
Journal of medical systemsauthors
Au-Yong-Oliveira M,Pesqueira A,Sousa MJ,Dal Mas F,Soliman Mdoi
10.1007/s10916-020-01691-7subject
Has Abstractpub_date
2021-01-07 00:00:00pages
13issue
1eissn
0148-5598issn
1573-689Xpii
10.1007/s10916-020-01691-7journal_volume
45pub_type
杂志文章abstract::The concept of Total Quality Management (TQM) has come to be applied in healthcare over the last few years. The process management category in the Baldrige Health Care Criteria for Performance Excellence model is designed to evaluate the quality of medical services. However, a systematic approach for implementation su...
journal_title:Journal of medical systems
pub_type: 杂志文章
doi:10.1007/s10916-009-9376-4
更新日期:2011-06-01 00:00:00
abstract::General lack of surface waters in the Dalmatian region on one hand (Croatia) and a large profusion and complexity of underground waters circulation, on the other hand, are typical phenomena of Dalmatian Karst region. Underground waters in Dalmatia belong to rift water similar to surface waters considering its hydroche...
journal_title:Journal of medical systems
pub_type: 杂志文章
doi:10.1007/s10916-005-5185-6
更新日期:2005-06-01 00:00:00
abstract::The security of electronic health record (EHR) systems is crucial for their growing acceptance. There is a need for assurance that these records are securely protected from attacks. For a system as complex as an EHR system, the number of possible attacks is potentially very large. In this paper, a threat modeling meth...
journal_title:Journal of medical systems
pub_type: 杂志文章
doi:10.1007/s10916-011-9770-6
更新日期:2012-10-01 00:00:00
abstract::New computer tools for physicians, nurses, and the medical care team will become common in the 1990s. This paper describes a clinical workstation (CWS) development project that uses new technology that moves the technical support for medical decision making from the computer room to the nursing station. Collection, pr...
journal_title:Journal of medical systems
pub_type: 杂志文章
doi:10.1007/BF00993933
更新日期:1990-10-01 00:00:00
abstract::Public healthcare has been paid an increasing attention given the exponential growth human population and medical expenses. It is well known that an effective health monitoring system can detect abnormalities of health conditions in time and make diagnoses according to the gleaned data. As a vital approach to diagnose...
journal_title:Journal of medical systems
pub_type: 杂志文章
doi:10.1007/s10916-016-0644-9
更新日期:2016-12-01 00:00:00
abstract::Breast cancer is one of the leading causes of cancer death among women in worldwide. Early diagnosis of breast cancer improves the chance of survival by aiding proper clinical treatments. The digital mammography examination helps in diagnosing the breast cancer at its earlier stage. In this paper, Multiscale All Convo...
journal_title:Journal of medical systems
pub_type: 杂志文章
doi:10.1007/s10916-019-1494-z
更新日期:2019-12-14 00:00:00
abstract::Older adults with multiple chronic conditions often go through care transitions where they move between care facilities or providers during their treatment. These transitions are often uncoordinated and can imperil patients by omitted, duplicative, or contradictory care plans. Older adults sometimes feel overwhelmed w...
journal_title:Journal of medical systems
pub_type: 杂志文章
doi:10.1007/s10916-011-9719-9
更新日期:2011-10-01 00:00:00
abstract::The objective of this study is to propose and validate a computer-aided segmentation system which performs the automated segmentation of injured kidney in the presence of contusion, peri-, intra-, sub-capsular hematoma, laceration, active extravasation and urine leak due to abdominal trauma. In the present study, tota...
journal_title:Journal of medical systems
pub_type: 杂志文章
doi:10.1007/s10916-019-1476-1
更新日期:2019-11-24 00:00:00
abstract::The evaluation of programs with multiple, and potentially conflicting, goals requires the integration of measures of goal achievement that often are not easily combined. One approach is the development of analytical themes which span the various goals of a particular program. The themes provide a mechanism by which th...
journal_title:Journal of medical systems
pub_type: 杂志文章
doi:10.1007/BF00999269
更新日期:1990-08-01 00:00:00
abstract::To obtain indications of the influence of electronic health records (EHR) in managing risks and meeting information system accreditation standard in Australian residential aged care (RAC) homes. The hypothesis to be tested is that the RAC homes using EHR have better performance in meeting information system standards ...
journal_title:Journal of medical systems
pub_type: 杂志文章
doi:10.1007/s10916-016-0553-y
更新日期:2016-09-01 00:00:00
abstract::This study investigates the feasibility of cardiopulmonary coupling (CPC) using home sleep monitoring system. We have designed a system to measure respiratory signals and normal-to-normal (NN) interval series in a non-contact based on air mattress. Then, CPC analysis was conducted using extracted respiratory signals a...
journal_title:Journal of medical systems
pub_type: 杂志文章
doi:10.1007/s10916-017-0824-2
更新日期:2017-09-26 00:00:00
abstract::As changes in the medical environment and policies on national health insurance coverage have triggered tremendous impacts on the business performance and financial management of medical institutions, effective management becomes increasingly crucial for hospitals to enhance competitiveness and to strive for sustainab...
journal_title:Journal of medical systems
pub_type: 杂志文章
doi:10.1007/s10916-010-9598-5
更新日期:2011-10-01 00:00:00
abstract::Evidence-based medicine (EBM) is the correct use of the best evidences in clinical decision making for patient care. Hospital Information Systems (HIS) can act as a bridge between medical data and medical knowledge through context-sensitive merging and filtering of patient data, individual clinical knowledge and exter...
journal_title:Journal of medical systems
pub_type: 杂志文章
doi:10.1007/s10916-012-9904-5
更新日期:2013-04-01 00:00:00
abstract::OASIS is a non-for-profit consortium that drives the development convergence and adoption of open standards for the global information society. It involves more than 600 organizations and individuals as well as IT leaders Sun, Microsoft, IBM and Oracle. One of its standards is XACML which appeared a few years ago and ...
journal_title:Journal of medical systems
pub_type: 杂志文章
doi:10.1007/s10916-009-9279-4
更新日期:2010-08-01 00:00:00
abstract::In a previous paper, the authors described three paradigms applicable to automated medical text analysis. In this paper, the relative importance of the three paradigms is discussed, viz. the relative value of the linguistic word categorization, the semantic paradigm, and the medical fact delineation. The strategy adop...
journal_title:Journal of medical systems
pub_type: 杂志文章
doi:10.1007/BF00993881
更新日期:1991-02-01 00:00:00
abstract::This paper has three major goals: (1) Show by demonstration (in a currently implemented CPR) that for this case, the additional information entry required by providers to acquire the information for Clinical Decision Support (CDS) and Resource Auditing (RA) comes as a side effect of patient care documentation. (2) Use...
journal_title:Journal of medical systems
pub_type: 杂志文章
doi:10.1007/BF00997292
更新日期:1994-06-01 00:00:00
abstract::Oscillometry blood pressure measurements are commonly used to measure blood pressure for many patients at hospitals, home, and office and they are actively studied recently. These devices generally offer a single blood pressure point and they are not able to indicate the confidence interval of the measured quantity. T...
journal_title:Journal of medical systems
pub_type: 杂志文章
doi:10.1007/s10916-020-01551-4
更新日期:2020-03-17 00:00:00
abstract::In the University of Tokyo Hospital, the improved client server HIS has been applied to clinical practice and physicians can order prescription, laboratory examination, ECG examination and radiographic examination, etc. directly by themselves and read results of these examinations, except medical signal waves, schema ...
journal_title:Journal of medical systems
pub_type: 杂志文章
doi:10.1007/BF02260872
更新日期:1996-02-01 00:00:00
abstract::Digital humans show promise for use in healthcare as virtual therapists to deliver psychotherapy or companions for social support. For digital humans to be effective and engaging in these roles, it is important they can build close relationships with people. Emotional expressiveness can improve social closeness in hum...
journal_title:Journal of medical systems
pub_type: 杂志文章
doi:10.1007/s10916-020-01624-4
更新日期:2020-07-22 00:00:00
abstract::Physical therapy consists mainly in the execution of rehabilitation processes that aim to help overcome injuries, as well as develop, maintain, or restore maximum body movement. Knee rehabilitation is one kind of physical therapy that requires daily exercises which could be considered monotonous and boring by the pati...
journal_title:Journal of medical systems
pub_type: 杂志文章
doi:10.1007/s10916-016-0550-1
更新日期:2016-09-01 00:00:00
abstract::This paper focuses on assessing the behavior of a patient over time periods for managing type 2 Diabetes. In some cases, patients with type 2 diabetes not only behave differently from other patients, but the severity of a given health problem varies even for an individual patient. We focus on understanding how and whe...
journal_title:Journal of medical systems
pub_type: 杂志文章
doi:10.1007/s10916-012-9894-3
更新日期:2012-11-01 00:00:00
abstract::Executives of small hospitals and home health services have heard that this is the Age of Computers, Telecommunications, Robotics, and Gene Engineering, and they wonder if their organizations might benefit from the high technology and advanced management tools employed by big corporations and "leading edge" hospitals....
journal_title:Journal of medical systems
pub_type: 杂志文章
doi:10.1007/BF00992955
更新日期:1986-02-01 00:00:00
abstract::Breast cancer is a common to females worldwide. Today, technological advancements in cancer treatment innovations have increased the survival rates. Many theoretical and experimental studies have shown that a multiple classifier system is an effective technique for reducing prediction errors. This study compared the p...
journal_title:Journal of medical systems
pub_type: 杂志文章
doi:10.1007/s10916-010-9485-0
更新日期:2012-04-01 00:00:00
abstract::Due to insufficient samples, the generalization performance of deep network is insufficient. In order to solve this problem, an improved U-net based image automatic segmentation and diagnosis algorithm was proposed, in which the max-pooling operation in original U-net model was replaced by the convolution operation to...
journal_title:Journal of medical systems
pub_type: 杂志文章
doi:10.1007/s10916-019-1432-0
更新日期:2019-08-12 00:00:00
abstract::The coronavirus disease 2019 (COVID-19), which is caused by a novel coronavirus (SARS-COV-2), has compromised health care systems and normal management of patients with cardiovascular diseases [1-3]. Patients with non-communicable diseases, including acute myocardial infarction (AMI) are vulnerable to this stress [4, ...
journal_title:Journal of medical systems
pub_type: 杂志文章,评审
doi:10.1007/s10916-020-01703-6
更新日期:2021-01-03 00:00:00
abstract::This paper describes our experience using telephone conference calls to conduct support groups for chemically-dependent women. Forty-seven women agreed to participate in regular, weekly support groups that were conducted by two chemical dependency counselors. Counselors attempted to conduct 59 support groups via a tel...
journal_title:Journal of medical systems
pub_type: 杂志文章
doi:10.1023/a:1022846408428
更新日期:1997-04-01 00:00:00
abstract::Psychophysiological response of athletes with spinal cord injurie has not been reported yet in scientific literature. The aim of this study is to examine the psychophysiological stress response of Paralympic athlete during competitive activities. We collected the following psychophysiological measurements: anxiety-tra...
journal_title:Journal of medical systems
pub_type: 杂志文章
doi:10.1007/s10916-019-1188-6
更新日期:2019-02-09 00:00:00
abstract::As the need for knowledge exchange grows, so does the need to find new ways for researchers, decision makers, and educators to communicate and collaborate with each other on how to improve drug prescribing and use. In this paper, we introduce a conceptual framework for evaluating knowledge exchange activities within d...
journal_title:Journal of medical systems
pub_type: 杂志文章
doi:10.1007/s10916-009-9408-0
更新日期:2011-08-01 00:00:00
abstract::Cardiovascular disease is the leading cause of death in the world, and its early detection is a key to improving long-term health outcomes. The auscultation of the heart is still an important method in the medical process because it is very simple and cheap. To detect possible heart anomalies at an early stage, an aut...
journal_title:Journal of medical systems
pub_type: 杂志文章
doi:10.1007/s10916-019-1286-5
更新日期:2019-05-06 00:00:00
abstract:PURPOSE:Measuring and providing performance feedback to physicians has gained momentum not only as a way to comply with regulatory requirements, but also as a way to improve patient care. Measurement of structural, process, and outcome metrics in a reliable, evidence-based, specialty-specific manner maximizes the proba...
journal_title:Journal of medical systems
pub_type: 杂志文章
doi:10.1007/s10916-014-0105-2
更新日期:2014-09-01 00:00:00