Abstract：
:This paper describes how to simulate medical imaging by computational intelligence to explore areas that cannot be easily achieved by traditional ways, including genes and proteins simulations related to cancer development and immunity. This paper has presented simulations and virtual inspections of BIRC3, BIRC6, CCL4, KLKB1 and CYP2A6 with their outputs and explanations, as well as brain segment intensity due to dancing. Our proposed MapReduce framework with the fusion algorithm can simulate medical imaging. The concept is very similar to the digital surface theories to simulate how biological units can get together to form bigger units, until the formation of the entire unit of biological subject. The M-Fusion and M-Update function by the fusion algorithm can achieve a good performance evaluation which can process and visualize up to 40 GB of data within 600 s. We conclude that computational intelligence can provide effective and efficient healthcare research offered by simulations and visualization.
journal_name
J Med Systjournal_title
Journal of medical systemsauthors
Chang Vdoi
10.1007/s10916-017-0861-xsubject
Has Abstractpub_date
2017-11-25 00:00:00pages
10issue
1eissn
0148-5598issn
1573-689Xpii
10.1007/s10916-017-0861-xjournal_volume
42pub_type
杂志文章abstract：:As massive collections of digital health data are becoming available, the opportunities for large-scale automated analysis increase. In particular, the widespread collection of detailed health information is expected to help realize a vision of evidence-based public health and patient-centric health care. Within such ...
journal_title：Journal of medical systems
pub_type： 杂志文章
doi：10.1007/s10916-011-9685-2
更新日期：2011-10-01 00:00:00
abstract：:Medical informatics is the science of information processing and the creation of information processing systems in medicine and health care delivery. Its methodological approach is based on the area specific applicability of a multidisciplinary theory of engineering and managing computerized information systems relate...
journal_title：Journal of medical systems
pub_type： 杂志文章
doi：10.1007/BF00996785
更新日期：1993-04-01 00:00:00
abstract：:Retinal vessel segmentation is a key step towards the accurate visualization, diagnosis, early treatment and surgery planning of ocular diseases. For the last two decades, a tremendous amount of research has been dedicated in developing automated methods for segmentation of blood vessels from retinal fundus images. De...
journal_title：Journal of medical systems
pub_type： 杂志文章
doi：10.1007/s10916-017-0719-2
更新日期：2017-04-01 00:00:00
abstract：:Alzheimer's disease (AD) is the most common dementia in developed countries. Between the identified risk factors, one of the most important is the age. Its prevalence reaches 24 % in men and 33 % in women over 85 years. Increase in life expectancy, making it a serious public health problem. Prevention of Alzheimer's d...
journal_title：Journal of medical systems
pub_type： 杂志文章
doi：10.1007/s10916-015-0369-1
更新日期：2016-01-01 00:00:00
abstract：:The author presents the complex scientific and technical foundation of the recently completed biomedical nomenclature. This nomenclature places all the terms into a single hierarchical order. Computer-compatibility is achieved by the numeric representation of the location ("address") of the term on the hierarchical tr...
journal_title：Journal of medical systems
pub_type： 杂志文章
doi：10.1007/BF00995672
更新日期：1989-12-01 00:00:00
abstract：:Decision support systems (DSSs) which are able to automatically supervise and control physical exercise training of patients affected by chronic obstructive pulmonary disease (COPD) are regarded as a novel method to promote rehabilitation. The objective of our research work for this paper was to evaluate the feasibili...
journal_title：Journal of medical systems
pub_type： 杂志文章
doi：10.1007/s10916-014-0150-x
更新日期：2015-01-01 00:00:00
abstract：:Kyasanur Forest Disease (KFD) is a life-threatening tick-borne viral infectious disease endemic to South Asia and has been taking so many lives every year in the past decade. But recently, this disease has been witnessed in other regions to a large extent and can become an epidemic very soon. In this paper, a new fog ...
journal_title：Journal of medical systems
pub_type： 杂志文章
doi：10.1007/s10916-018-1041-3
更新日期：2018-09-01 00:00:00
abstract：:According to the recent study, world-wide 40 million patients are affected by Alzheimer disease (AD) because it is one of the dangerous neurodegenerative disorders. This AD disease has less symptoms such as short term memory loss, mood swings, problem with language understanding and behavioral issues. Due to these low...
journal_title：Journal of medical systems
pub_type： 杂志文章
doi：10.1007/s10916-018-1068-5
更新日期：2018-10-02 00:00:00
abstract：:Heterogeneity in the management of the complex medical data, obstructs the attainment of data level interoperability among Health Information Systems (HIS). This diversity is dependent on the compliance of HISs with different healthcare standards. Its solution demands a mediation system for the accurate interpretation...
journal_title：Journal of medical systems
pub_type： 杂志文章
doi：10.1007/s10916-014-0028-y
更新日期：2014-08-01 00:00:00
abstract：:Employing software engineering to build an integrated, standardized, and scalable solution is closely associated with the healthcare domain. Furthermore, new diagnostic techniques have been developed to obtain better results in less time, saving costs, and bringing services closer to the most unprotected areas. This p...
journal_title：Journal of medical systems
pub_type： 杂志文章
doi：10.1007/s10916-020-01575-w
更新日期：2020-04-22 00:00:00
abstract：:Due to frequent occurrences of information security event, the secure cryptographic techniques have attracted much attention in recent years. Image sharing is a secure and fault-tolerant method for protecting digital images, which can reduce the risk of information loss. In this paper, a new visual sharing method is p...
journal_title：Journal of medical systems
pub_type： 杂志文章
doi：10.1007/s10916-012-9900-9
更新日期：2013-02-01 00:00:00
abstract：:A two-stage process for cross-referencing name to number is described. The first stage computes a near-uniform data-base page address based on a modified Russell-Soundex code. Records located at this page address are then passed against a best-match algorithm in the second phase and match candidates displayed to the u...
journal_title：Journal of medical systems
pub_type： 杂志文章
doi：10.1007/BF02222590
更新日期：1977-01-01 00:00:00
abstract：:Virtual rehabilitation yields outcomes that are at least as good as traditional care for improving upper limb function and the capacity to carry out activities of daily living. Due to the advent of low-cost gaming systems and patient preference for game-based therapies, video game technology will likely be increasingl...
journal_title：Journal of medical systems
pub_type： 杂志文章
doi：10.1007/s10916-018-1113-4
更新日期：2018-11-07 00:00:00
abstract：:Data Envelopment Analysis (DEA) was used to measure efficiency of residential mental health facilities. The sample consisted of 50 half-way houses, 8 nursing homes, and 32 sheltered homes. In total, 68 facilities belonged to the public sector and were 22 supervised by private non-profit organizations. Variables chosen...
journal_title：Journal of medical systems
pub_type： 杂志文章
doi：10.1007/s10916-005-7981-4
更新日期：2006-06-01 00:00:00
abstract：:This paper describes AI/LEARN, an educational videodisk system designed to teach clinical observational skills and reasoning in medicine. The AI/LEARN system uses a learning conditions approach to teaching. To teach visual concepts, we use the principle of exemplar/nonexemplar pairs and immediate feedback. To teach If...
journal_title：Journal of medical systems
pub_type： 杂志文章
doi：10.1007/BF00993009
更新日期：1987-12-01 00:00:00
abstract：:The purpose of the study is to evaluate Auditory Evoked Potentials (AEPs) in patients with hyperthyroidism and to compare their frequency components with those of healthy subjects. In this study the AEPs in hyperthyroidism were studied both in time and frequency domains rather than studying just in the time domain by ...
journal_title：Journal of medical systems
pub_type： 杂志文章
doi：10.1007/s10916-014-0184-0
更新日期：2015-02-01 00:00:00
abstract：:Wireless body area networks (WBANs) have become a prospective technology for the next generation healthcare services, in which tiny sensors are placed either on the skin or in the body of human to transmit real-time monitored data to the medical service provider (MSP). In order to protect the transmitted data from lea...
journal_title：Journal of medical systems
pub_type： 杂志文章
doi：10.1007/s10916-020-01598-3
更新日期：2020-06-15 00:00:00
abstract：:A new denoising algorithm using Fast Guided Filter and Discrete Wavelet Transform is proposed to remove Gaussian noise in an image. The Fast Guided Filter removes some part of the details in addition to noise. These details are estimated accurately and combined with the filtered image to get back the final denoised im...
journal_title：Journal of medical systems
pub_type： 杂志文章
doi：10.1007/s10916-019-1376-4
更新日期：2019-07-12 00:00:00
abstract：:Personal Agents (PAs) have longly been explored as assistants to support users in their daily activities. Surprisingly, few works refer to the adoption of PAs in the healthcare domain, where they can assist physicians' activities reducing medical errors. Although literature proposes different approaches for modelling ...
journal_title：Journal of medical systems
pub_type： 杂志文章
doi：10.1007/s10916-020-01621-7
更新日期：2020-09-15 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
abstract：:A prototyped model of a generalized table-driven software package for laboratory testing and results registration is presented. The need to computerize dozens of laboratories performing hundreds of tests, called for a radical approach which would enable the quick addition of new laboratories to the system, as well as ...
journal_title：Journal of medical systems
pub_type： 杂志文章
doi：10.1007/BF00996459
更新日期：1989-10-01 00:00:00
abstract：:This Paper presents an automated method of Epileptic Spike detection in Electroencephalogram (EEG) using Deterministic Finite Automata (DFA). It takes prerecorded single channel EEG data file as input and finds the occurrences of Epileptic Spikes data in it. The EEG signal was recorded at 256 Hz in two minutes separat...
journal_title：Journal of medical systems
pub_type： 杂志文章
doi：10.1007/s10916-008-9177-1
更新日期：2009-06-01 00:00:00
abstract：OBJECTIVE:To test the hypothesis that advanced electronic medical record (EMR) capabilities are associated with better quality and safety of hospital care. METHODS AND FINDINGS:We used data from the HIMSS Analytics EMR Adoption Model (EMRAM(SM)) to measure the adoption and use of information technology in Dutch hospit...
journal_title：Journal of medical systems
pub_type： 杂志文章
doi：10.1007/s10916-015-0274-7
更新日期：2015-09-01 00:00:00
abstract：:Computer simulation has been employed to evaluate proposed changes in the delivery of health care. However, little is known about the utility of simulation approaches for analysis of changes in the delivery of surgical care. We searched eight bibliographic databases for this comprehensive review of the literature publ...
journal_title：Journal of medical systems
pub_type： 杂志文章,评审
doi：10.1007/s10916-009-9336-z
更新日期：2011-02-01 00:00:00
abstract：:Currently, patients not only want access to various medical records their health care providers keep about them, but they also are willing to become active participants in managing their own health information and the health information of the ones they care for. Personal health records were developed to help fulfill ...
journal_title：Journal of medical systems
pub_type： 杂志文章
doi：10.1007/s10916-012-9861-z
更新日期：2012-12-01 00:00:00
abstract：:In the original version of this article, the authors' units in the affiliation section are, unfortunately, incorrect. Jining No.1 people's hospital and Affiliated Hospital of Jining Medical University are two independent units and should not have been combined into one affiliation. ...
journal_title：Journal of medical systems
pub_type： 杂志文章,已发布勘误
doi：10.1007/s10916-020-01558-x
更新日期：2020-03-12 00:00:00
abstract：:The increasingly large databases available to researchers necessitate high-quality metadata that is not always available. We describe a method for generating this metadata independently. Cluster analysis and expectation-maximization were used to separate days into holidays/weekends and regular workdays using anesthesi...
journal_title：Journal of medical systems
pub_type： 杂志文章
doi：10.1007/s10916-015-0232-4
更新日期：2015-05-01 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：:Three-dimensional (3D) reconstructed images have been increasingly applied for medical education. Although many studies have described the benefits of such applications, the best time to introduce 3D technology into surgical training has not been determined. Therefore, we conducted a randomized study to determine a su...
journal_title：Journal of medical systems
pub_type： 杂志文章,随机对照试验
doi：10.1007/s10916-019-1157-0
更新日期：2019-02-09 00:00:00
abstract：:With the advances in wearable computing and various wireless technologies, there is an increasing trend to outsource body signals from wireless body area network (WBAN) to outside world including cyber space, healthcare big data clouds, etc. Since the environmental and physiological data collected by multimodal sensor...
journal_title：Journal of medical systems
pub_type： 杂志文章
doi：10.1007/s10916-015-0336-x
更新日期：2015-12-01 00:00:00
