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 images. Our proposed approach is based on kernelized correlation filters. Correlation filters have been widely used in object detection and tracking applications but their strength has not been explored in the medical imaging domain up till now. Our experimental results show that the proposed scheme gives state of the art accuracy and can learn complex nuclear morphologies. Like deep learning approaches, the proposed filters do not require engineering of image features as they can operate directly on histopathology images without significant preprocessing. However, unlike deep learning methods, the large-margin correlation filters developed in this work are interpretable, computationally efficient and do not require specialized or expensive computing hardware. AVAILABILITY:A cloud based webserver of the proposed method and its python implementation can be accessed at the following URL: http://faculty.pieas.edu.pk/fayyaz/software.html#corehist .
journal_name
J Med Systjournal_title
Journal of medical systemsauthors
Ahmad A,Asif A,Rajpoot N,Arif M,Minhas FUAAdoi
10.1007/s10916-017-0863-8subject
Has Abstractpub_date
2017-11-21 00:00:00pages
7issue
1eissn
0148-5598issn
1573-689Xpii
10.1007/s10916-017-0863-8journal_volume
42pub_type
杂志文章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：:This paper describes the findings of a literature review conducted on the current usage, lessons, and limitations of e-learning for undergraduate medical education with an emphasis on synchronous delivery in the first 2 years. The review was conducted as part of an initiative to expand the UBC undergraduate medical pr...
journal_title：Journal of medical systems
pub_type： 杂志文章,评审
doi：10.1023/b:joms.0000021522.30587.ff
更新日期：2004-02-01 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：:In modern health-care, for evidence-based diagnosis, there is a requirement for an efficient image retrieval approach to retrieve the cases of interest that have similar characteristics from the large image databases. This paper presents a feature extraction approach that aims at extracting texture features present in...
journal_title：Journal of medical systems
pub_type： 杂志文章
doi：10.1007/s10916-017-0799-z
更新日期：2017-08-31 00:00:00
abstract：:The aim of this paper is to introduce the soft systemic approach to medical information system design, called metaparadigm. The metaparadigm is a metadesign paradigm. Using it we first design an IS design paradigm and it is our deep belief that metaparadigms employment can enhance many conventional IS design weaknesse...
journal_title：Journal of medical systems
pub_type： 杂志文章
doi：10.1007/BF01000586
更新日期：1993-02-01 00:00:00
abstract：:Neonatal period represents first 28 days of life, which is the most vulnerable time for a child's survival especially for the preterm babies. High neonatal mortality is a prominent and persistent problem across the globe. Non-availability of trained staff and infrastructure are the major recognized hurdles in the qual...
journal_title：Journal of medical systems
pub_type： 杂志文章
doi：10.1007/s10916-017-0774-8
更新日期：2017-08-01 00:00:00
abstract：:Wireless Capsule Endoscopy (WCE), which allows clinicians to inspect the whole gastrointestinal tract (GI) noninvasively, has bloomed into one of the most efficient technologies to diagnose the bleeding in GI tract. However WCE generates large amount of images in one examination of a patient. It is hard for clinicians...
journal_title：Journal of medical systems
pub_type： 杂志文章
doi：10.1007/s10916-009-9424-0
更新日期：2011-12-01 00:00:00
abstract：:This paper surveys the problem of predictive / reactive scheduling of an integrated operating theatre with two types of demand for surgery: 1) elective or known demand; 2) emergency or uncertain demand. The stochastic arrival of emergency patients with uncertain surgery time enforces the scheduler to react to disrupti...
journal_title：Journal of medical systems
pub_type： 杂志文章
doi：10.1007/s10916-015-0385-1
更新日期：2016-01-01 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 this paper, we describe the planning, development, and overall impact of Electronic Medical Records (EMRs) on Dryden Family Medicine (DFM), a rural family practice in Dryden, New York. The EMR system was installed in July, 2003, and the full conversion to the new system was accomplished in three phases. Significant...
journal_title：Journal of medical systems
pub_type： 杂志文章
doi：10.1007/s10916-006-9040-1
更新日期：2007-02-01 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：: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：: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 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...
journal_title：Journal of medical systems
pub_type： 杂志文章
doi：10.1007/s10916-017-0861-x
更新日期：2017-11-25 00:00:00
abstract：:Analyze the utility of a mobile health app named HeartKeeper in several groups of population and obtain conclusions to be applied to other similar apps. A questionnaire has been designed to evaluate the usage and utility of the HeartKeeper app. The questionnaire information was collected by collaborating cardiologists...
journal_title：Journal of medical systems
pub_type： 杂志文章
doi：10.1007/s10916-016-0531-4
更新日期：2016-08-01 00:00:00
abstract：:In recent years, human activity recognition from body sensor data or wearable sensor data has become a considerable research attention from academia and health industry. This research can be useful for various e-health applications such as monitoring elderly and physical impaired people at Smart home to improve their ...
journal_title：Journal of medical systems
pub_type： 杂志文章
doi：10.1007/s10916-018-0948-z
更新日期：2018-04-16 00:00:00
abstract：:One of the most challenging decisions in resource allocations in hospitals is: how to allocate nursing duties on the basis of patients' needs? Patient Dependency Systems, in different forms, can be used to provide information for staffing decisions and budgetary developments. That is why Patient Dependency Systems are...
journal_title：Journal of medical systems
pub_type： 杂志文章
doi：10.1023/a:1022609717031
更新日期：1998-08-01 00:00:00
abstract：:Computer-assisted instruction holds promise for individualizing continuing education programs. This article describes how staff nurse educators are taught how to use the principles of instructional design to write clinical nursing simulations. At the conclusion of a 15-hour workshop participants have written, programm...
journal_title：Journal of medical systems
pub_type： 杂志文章
doi：10.1007/BF00993120
更新日期：1986-04-01 00:00:00
abstract：:The Intensive Care Unit is a data intensive environment where large volumes of patient monitoring and observational data are daily generated. Today, there is a lack of an integrated clinical platform for automated decision support and analysis. Despite the potential of electronic records for infection surveillance and...
journal_title：Journal of medical systems
pub_type： 杂志文章
doi：10.1007/s10916-012-9849-8
更新日期：2012-12-01 00:00:00
abstract：:In the research of non-invasive cardiac coronary imaging with multi-detector CT (MDCT), it is necessary to use a standard cardiac phantom to perform the mass repetitive experiments. The standard phantom can help to investigate the regularity of a technology, and hence provide the instructions to clinic. In this study,...
journal_title：Journal of medical systems
pub_type： 杂志文章
doi：10.1007/s10916-008-9247-4
更新日期：2010-06-01 00:00:00
abstract：:Tricyclic antidepressants are known as potentially inappropriate medications in the elderly. A notification issued in July 2015 in South Korea recommended caution while prescribing tricyclic antidepressants to the elderly. Further, since October 2015, the nationwide computerized drug utilization review monitoring syst...
journal_title：Journal of medical systems
pub_type： 杂志文章
doi：10.1007/s10916-018-1061-z
更新日期：2018-09-13 00:00:00
abstract：:Electronic health record (EHR) systems are now in widespread use in healthcare institutions worldwide. EHRs include sensitive health information and if they are integrated among healthcare providers, data can be accessible from many different sources. This leads to increased concern regarding invasion of privacy and c...
journal_title：Journal of medical systems
pub_type： 杂志文章
doi：10.1007/s10916-006-9030-3
更新日期：2007-04-01 00:00:00
abstract：:Recognizing that the suboptimal allocation of plant assets contribute to the inflationary pressures in the health industry, this paper employs the principles of goal programming to develop a model for distributing diagnostic-specific technology among potential recipients in a given geographic region. The model allocat...
journal_title：Journal of medical systems
pub_type： 杂志文章
doi：10.1007/BF02222173
更新日期：1984-08-01 00:00:00
abstract：:Cryptography is not only a science of applying complex mathematics and logic to design strong methods to hide data called as encryption, but also to retrieve the original data back, called decryption. The purpose of cryptography is to transmit a message between a sender and receiver such that an eavesdropper is unable...
journal_title：Journal of medical systems
pub_type： 杂志文章
doi：10.1007/s10916-017-0851-z
更新日期：2017-12-05 00:00:00
abstract：:With the view to set up the oriental pulse database as well as objective diagnosis standards, this study has designed and manufactured a digital pulse diagnosis system that uses a high-performance microprocessor on the basis of systematic pulse diagnosis methodology. The algorithm for extracting significant points has...
journal_title：Journal of medical systems
pub_type： 杂志文章
doi：10.1007/s10916-007-9101-0
更新日期：2008-02-01 00:00:00
abstract：:In the fast moving world, users cross over large amount of data for their daily life. Due to the misinterpretation of the context, user cannot retrieve the proper context or failure to retrieve the information. The main aim of this paper is to design and implement a personalized search engine which works based on the ...
journal_title：Journal of medical systems
pub_type： 杂志文章
doi：10.1007/s10916-019-1350-1
更新日期：2019-06-23 00:00:00
abstract：:General electronic medical records systems remain insufficient for ophthalmology outpatient clinics from the viewpoint of dealing with many ophthalmic examinations and images in a large number of patients. Filing systems for documents and images by Yahgee Document View (Yahgee, Inc.) were introduced on the platform of...
journal_title：Journal of medical systems
pub_type： 杂志文章
doi：10.1007/s10916-009-9303-8
更新日期：2010-10-01 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：: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：:An electronic decision support system (the EBMeDS system) was integrated in one of the Electronic Medical Records (EMR) of Belgian family physicians (Feb 2010). User acceptance of the system is considered as a necessary condition for the effective implementation of any IT project. Facilitators, barriers and issues of ...
journal_title：Journal of medical systems
pub_type： 杂志文章
doi：10.1007/s10916-012-9841-3
更新日期：2012-12-01 00:00:00
