Abstract：
:We show that Bayesian methods can be efficiently applied to the classification of otoneurological diseases and to assess attribute dependencies. A set of 38 otoneurological attributes was employed in order to use a naive Bayesian probabilistic model and Bayesian networks with different scoring functions for the classification of cases from six otoneurological diseases. Tests were executed on the basis of tenfold crossvalidation. We obtained average sensitivities of 90%, positive predictive values of 92% and accuracies as high as 97%, which is better than our earlier tests with neural networks. Our assessments indicated that Bayesian methods have good power and potential to classify otoneurological patient cases correctly even if this is often a complicated task for the best specialists. Bayesian methods classified the current medical data and knowledge well.
journal_name
J Med Systjournal_title
Journal of medical systemsauthors
Miettinen K,Juhola Mdoi
10.1007/s10916-008-9223-zsubject
Has Abstractpub_date
2010-04-01 00:00:00pages
119-30issue
2eissn
0148-5598issn
1573-689Xjournal_volume
34pub_type
杂志文章abstract：:Assessing employee performance is one of the most important issue in healthcare management services. Because of their direct relationship with patients, nurses are also the most influential hospital staff who play a vital role in providing healthcare services. In this paper, a novel Data Envelopment Analysis Matrix (D...
journal_title：Journal of medical systems
pub_type： 杂志文章
doi：10.1007/s10916-018-0974-x
更新日期：2018-05-31 00:00:00
abstract：:The Department of Defense has been engaged in the Defense Modeling and Simulation Initiative (DMSI) to provide advanced distributed simulation warfighters in geographically distributed localities. Lessons learned from the Defense Simulation Internet (DSI) concerning architecture, standards, protocols, interoperability...
journal_title：Journal of medical systems
pub_type： 杂志文章
doi：10.1007/BF02257175
更新日期：1995-06-01 00:00:00
abstract：:Nuclei detection in histology images is an essential part of computer aided diagnosis of cancers and tumors. It is a challenging task due to diverse and complicated structures of cells. In this work, we present an automated technique for detection of cellular nuclei in hematoxylin and eosin stained histopathology imag...
journal_title：Journal of medical systems
pub_type： 杂志文章
doi：10.1007/s10916-017-0863-8
更新日期：2017-11-21 00:00:00
abstract：:The spectrum of EEG has been studied to predict the depth of anesthesia using variety of signal processing methods up to date. Those standard models have used the full spectrum of EEG signals together with the systolic-diastolic pressure and pulse values. As it is generally agreed today that the brain is in stable sta...
journal_title：Journal of medical systems
pub_type： 临床试验,杂志文章
doi：10.1007/s10916-014-0173-3
更新日期：2015-01-01 00:00:00
abstract：:We proposed Index-Blocked Discrete Cosine Transform Filtering Method (IB-DCTFM) to design ideal frequency range filter on DCT domain for biomedical signal which frequently exposed to specific frequency noise such as motion artifacts and 50/60 Hz powerline interference. IB-DCTFM removes unwanted frequency range signal ...
journal_title：Journal of medical systems
pub_type： 杂志文章
doi：10.1007/s10916-009-9289-2
更新日期：2010-08-01 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：:Electrocardiography (ECG) sensors play a vital role in the Internet of Medical Things, and these sensors help in monitoring the electrical activity of the heart. ECG signal analysis can improve human life in many ways, from diagnosing diseases among cardiac patients to managing the lifestyles of diabetic patients. Abn...
journal_title：Journal of medical systems
pub_type： 杂志文章
doi：10.1007/s10916-018-1107-2
更新日期：2018-11-05 00:00:00
abstract：:In this study, whether the wavelet transform method is better for spectral analysis of the brain signals is investigated. For this purpose, as a spectral analysis tool, wavelet transform is compared with fast Fourier transform (FFT) applied to the electroencephalograms (EEG), which have been used in the previous studi...
journal_title：Journal of medical systems
pub_type： 杂志文章
doi：10.1023/a:1015075101937
更新日期：2002-06-01 00:00:00
abstract：:The objective of study is to examine factors affecting the variation in technical and cost efficiency of community health centers (CHCs). A panel study design was formulated to examine the relationships among the contextual, organizational structural, and performance variables. Data Envelopment Analysis (DEA) of techn...
journal_title：Journal of medical systems
pub_type： 杂志文章
doi：10.1007/s10916-007-9078-8
更新日期：2007-10-01 00:00:00
abstract：:The patient data confidentiality is one of the vital security aspects in e-Health and m-Health services. In particular, providing confidentiality to the patient's medical image is essential and the protection approaches have to be explored in-depth due to the rapid progress in the technologies of teleradiology and PAC...
journal_title：Journal of medical systems
pub_type： 杂志文章
doi：10.1007/s10916-017-0809-1
更新日期：2017-09-12 00:00:00
abstract：:This paper investigates how a healthcare network in Taiwan uses a practical cloud image data center (CIDC) to communicate with its constituent hospital branches. A case study approach was used. The study was carried out in the central region of Taiwan, with four hospitals belonging to the Veterans Hospital healthcare ...
journal_title：Journal of medical systems
pub_type： 杂志文章
doi：10.1007/s10916-016-0430-8
更新日期：2016-04-01 00:00:00
abstract：:The goals of occupational health information and surveillance systems are outlined together with the components required to achieve these objectives. The various input sources (different divisions within the concerned organization) are identified and major types of output reports of the system are described. These gen...
journal_title：Journal of medical systems
pub_type： 杂志文章
doi：
更新日期：1984-12-01 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：: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：:This study examined the extent to which health studies, mostly in public health and epidemiology, used geographical information systems (GIS). We identified a wide range of tools they used-ranging from geocoding through simple buffer/overlay functions to spatial query functions. However, studies tend to rely on tools ...
journal_title：Journal of medical systems
pub_type： 杂志文章
doi：10.1023/b:joms.0000032850.04124.33
更新日期：2004-08-01 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：:MDA-Image, a project of The University of Texas M. D. Anderson Cancer Center, is an environment of networked desktop computers for teleradiology/pathology. Radiographic film is digitized with a film scanner and histopathologic slides are digitized using a red, green, and blue (RGB) video camera connected to a microsco...
journal_title：Journal of medical systems
pub_type： 杂志文章
doi：10.1007/BF00992703
更新日期：1991-04-01 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：:A radiotherapy treatment planning system has been installed on a personal computer and was developed to meet the clinical demands and budgetary constraints of any radiotherapy department. The system consists of an IBM compatible PC-AT computer with a 16 bit microprocessor, 40 MB hard disk drive, and a 5-1/4'' floppy d...
journal_title：Journal of medical systems
pub_type： 杂志文章
doi：10.1007/BF00995880
更新日期：1990-04-01 00:00:00
abstract：:The aim of the study is to assess the feasibility of Drugs Rational Usage Guideline System (DRUGS)-supported clinical pathway (CP) for breast carcinoma, cataract, inguinal hernia and 2-diabetes mellitus whether the application of such a system could improve work efficiency, medical safety, and decrease hospital cost. ...
journal_title：Journal of medical systems
pub_type： 杂志文章
doi：10.1007/s10916-015-0400-6
更新日期：2016-03-01 00:00:00
abstract：:Medical cyber-physical systems (MCPS) are healthcare critical integration of a network of medical devices. These systems are progressively used in hospitals to achieve a continuous high-quality healthcare. The MCPS design faces numerous challenges, including inoperability, security/privacy, and high assurance in the s...
journal_title：Journal of medical systems
pub_type： 杂志文章,评审
doi：10.1007/s10916-018-0921-x
更新日期：2018-03-10 00:00:00
abstract：:We have looked at the relationship between serum urate and the molar equivalent serum antioxidant capacity (MESA) in diabetic and normal individuals who attended St Bartholomew's Hospital diabetic clinic and BUPA Health Screening Centre, London, and have compared serum antioxidant capacity between the two groups. Samp...
journal_title：Journal of medical systems
pub_type： 杂志文章
doi：10.1007/BF00996951
更新日期：1993-08-01 00:00:00
abstract：:Electronic communication is a topic that applies broadly to the professional activities of every physician and the pager has been the gold standard of communication for decades. We believe that this is a dated technology that is holding clinicians back from better, more efficient alternatives, particularly smartphones...
journal_title：Journal of medical systems
pub_type： 杂志文章
doi：10.1007/s10916-017-0870-9
更新日期：2017-11-25 00:00:00
abstract：:Automated medical diagnosis systems based on knowledge-oriented descriptions have gained momentum with the emergence of semantic descriptions. The objective of this paper is to propose a normalized design that solves some of the problems which have been detected by authors in previous tools. The authors bring together...
journal_title：Journal of medical systems
pub_type： 杂志文章
doi：10.1007/s10916-011-9714-1
更新日期：2012-08-01 00:00:00
abstract：:In developing countries, blindness is a major health problem whose control depends on the application of simple measures by frontline workers because, in many of these countries, specialist medical care is not readily available. To assist primary health workers in the management of common and potentially blinding eye ...
journal_title：Journal of medical systems
pub_type： 杂志文章
doi：10.1007/BF02285251
更新日期：1984-10-01 00:00:00
abstract：:In this study, a classification to be used in physiotherapy was realized by means of Artificial Neural Network (ANN). The aim of the classification was to determine the treatment length and appropriate ultrasound value for the age of physiotherapy patients, the area on which ultrasound will be applied, the fat rate in...
journal_title：Journal of medical systems
pub_type： 杂志文章
doi：10.1007/s10916-009-9410-6
更新日期：2011-12-01 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：:The objective of this paper was to determine predictors of complementary and alternative medicine (CAM) use among individuals with specific health problems. Data were derived from the 1998 Medical Expenditure Panel Survey (MEPS). After adjustment for potential confounders, individuals with perceived barriers to obtain...
journal_title：Journal of medical systems
pub_type： 杂志文章
doi：10.1007/s10916-005-3002-x
更新日期：2005-04-01 00:00:00
abstract：:Diabetes is characterized by constant high level of blood glucose. The human body needs to maintain insulin at very constrict range. The patients who are all affected by diabetes for a long time affected by eye disease called Diabetic Retinopathy (DR). The retinal landmarks namely Optic disc is predicted and masked to...
journal_title：Journal of medical systems
pub_type： 杂志文章
doi：10.1007/s10916-019-1313-6
更新日期：2019-05-08 00:00:00
abstract：:This paper will address the complex issues of effective cost management and declining inpatient volume. Utilizing a microcomputer-based physician incentive compensation program, it will show how a hospital developed a plan to increase inpatient hospital utilization and improve cost management. It will discuss the Inte...
journal_title：Journal of medical systems
pub_type： 杂志文章
doi：10.1007/BF00994012
更新日期：1987-08-01 00:00:00
