Abstract:
:Early diagnoses of esophageal cancer can greatly improve the survival rate of patients. At present, the lesion annotation of early esophageal cancers (EEC) in gastroscopic images is generally performed by medical personnel in a clinic. To reduce the effect of subjectivity and fatigue in manual annotation, computer-aided annotation is required. However, automated annotation of EEC lesions using images is a challenging task owing to the fine-grained variability in the appearance of EEC lesions. This study modifies the traditional EEC annotation framework and utilizes visual salient information to develop a two saliency levels-based lesion annotation (TSL-BLA) for EEC annotations on gastroscopic images. Unlike existing methods, the proposed framework has a strong ability of constraining false positive outputs. What is more, TSL-BLA is also placed an additional emphasis on the annotation of small EEC lesions. A total of 871 gastroscopic images from 231 patients were used to validate TSL-BLA. 365 of those images contain 434 EEC lesions and 506 images do not contain any lesions. 101 small lesion regions are extracted from the 434 lesions to further validate the performance of TSL-BLA. The experimental results show that the mean detection rate and Dice similarity coefficients of TSL-BLA were 97.24 and 75.15%, respectively. Compared with other state-of-the-art methods, TSL-BLA shows better performance. Moreover, it shows strong superiority when annotating small EEC lesions. It also produces fewer false positive outputs and has a fast running speed. Therefore, The proposed method has good application prospects in aiding clinical EEC diagnoses.
journal_name
J Med Systjournal_title
Journal of medical systemsauthors
Liu D,Rao N,Mei X,Jiang H,Li Q,Luo C,Li Q,Zeng C,Zeng B,Gan Tdoi
10.1007/s10916-018-1063-xsubject
Has Abstractpub_date
2018-10-16 00:00:00pages
237issue
12eissn
0148-5598issn
1573-689Xpii
10.1007/s10916-018-1063-xjournal_volume
42pub_type
杂志文章abstract::It is often impossible to determine the presence of the fetal QRS waves from leads on the maternal abdomen because the amplitude is small or noise interferes. Yet, clinically, confirmation is highly necessary. Clinicians face a great difficulty when the fetal QRS waves are not identifiable: when, for example, they are...
journal_title:Journal of medical systems
pub_type: 杂志文章
doi:10.1007/BF00992433
更新日期:1986-08-01 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::New, emerging technologies, transform every day our life and have direct consequence on our health and well-being. More and more wearable medical devices (MD) with wireless communication technologies embedded are being developed by innovative academic community and companies. Optical wireless communication (OWC) consi...
journal_title:Journal of medical systems
pub_type: 杂志文章
doi:10.1007/s10916-019-1434-y
更新日期:2019-08-20 00:00:00
abstract::Operating systems and programming languages differ widely in their suitability for particular applications. The diversity of medical computing needs demands a diversity of solutions. Compounding this diversity if the decentralization caused by evolution of local computing systems for local needs. Relevant current tren...
journal_title:Journal of medical systems
pub_type: 杂志文章
doi:10.1007/BF00993292
更新日期:1983-06-01 00:00:00
abstract::Wearable monitoring devices are an innovative way to measure heart rate (HR) and heart rate variability (HRV), however, there is still debate about the validity of these wearables. This study aimed to validate the accuracy and predictive value of the Empatica E4 wristband against the VU University Ambulatory Monitorin...
journal_title:Journal of medical systems
pub_type: 杂志文章
doi:10.1007/s10916-020-01648-w
更新日期:2020-09-23 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::The efficiency of a smart cabinet with RFID technology to improve the information about inventory management for cardiothoracic surgery as well as for time savings, was assessed in a large reference hospital. In a 6-month study, the implemented operational RFID process (StocKey® Smart Cabinet) consisted of: i) product...
journal_title:Journal of medical systems
pub_type: 杂志文章
doi:10.1007/s10916-019-1269-6
更新日期:2019-05-10 00:00:00
abstract::To effectively control the growth of medical expenditure, Bureau of National Health Insurance (NHI) of Taiwan has taken many measures, including the Reasonable Number of Outpatient Services, Ceiling Price, Global Budgets, Strategic Analysis and the Excellence Plan; however, these measures can only scratch the surface....
journal_title:Journal of medical systems
pub_type: 杂志文章
doi:10.1007/s10916-009-9346-x
更新日期:2011-02-01 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::We append two additional funders to our acknowledgments. ...
journal_title:Journal of medical systems
pub_type: 已发布勘误
doi:10.1007/s10916-018-1127-y
更新日期:2018-12-10 00:00:00
abstract::Pathological brain detection has made notable stride in the past years, as a consequence many pathological brain detection systems (PBDSs) have been proposed. But, the accuracy of these systems still needs significant improvement in order to meet the necessity of real world diagnostic situations. In this paper, an eff...
journal_title:Journal of medical systems
pub_type: 杂志文章
doi:10.1007/s10916-017-0867-4
更新日期:2017-12-07 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::Physiological signals can contain abundant personalized information and indicate health status and disease deterioration. However, in current medical practice, clinicians working in the general wards are usually lack of plentiful means and tools to continuously monitor the physiological signals of the inpatients. To a...
journal_title:Journal of medical systems
pub_type: 杂志文章
doi:10.1007/s10916-020-01653-z
更新日期:2020-09-04 00:00:00
abstract::Glaucoma is a type of eye condition which may result in partial or consummate vision loss. Higher intraocular pressure is the leading cause for this condition. Screening for glaucoma and early detection can avert vision loss. Computer aided diagnosis (CAD) is an automated process with the potential to identify glaucom...
journal_title:Journal of medical systems
pub_type: 杂志文章
doi:10.1007/s10916-019-1427-x
更新日期:2019-07-30 00:00:00
abstract::To introduce smart health in Wuhan, and provide some references for other cities. As the largest mega-city in central China, Wuhan is investing large amounts of resources to push forward the development of Smart Wuhan and Health Wuhan, and it has unique features. It is one of the centerpieces of China's New Healthcare...
journal_title:Journal of medical systems
pub_type: 杂志文章
doi:10.1007/s10916-015-0416-y
更新日期:2016-03-01 00:00:00
abstract::The aim of this study was to determine whether e-learning as a new teaching methodology was acceptable for general practitioners in continuous education courses of radiology. Generally, these courses are face-to-face with the corresponding time and place limitations. To overcome these limitations, we transformed one o...
journal_title:Journal of medical systems
pub_type: 杂志文章
doi:10.1007/s10916-019-1499-7
更新日期:2020-01-16 00:00:00
abstract::Federal efforts and local initiatives to increase adoption and use of electronic health records (EHRs) continue, particularly since the enactment of the Health Information Technology for Economic and Clinical Health (HITECH) Act. Roughly one in four hospitals not adopted even a basic EHR system. A review of the barrie...
journal_title:Journal of medical systems
pub_type: 杂志文章,评审
doi:10.1007/s10916-016-0628-9
更新日期:2016-12-01 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::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::With decreasing inpatient lengths of stay following spinal cord injury (SCI), newly injured patients may be discharged into the community without the self-management skills needed to prevent secondary conditions. A mobile app was developed to facilitate self-management skills following SCI in the inpatient rehabilitat...
journal_title:Journal of medical systems
pub_type: 杂志文章
doi:10.1007/s10916-019-1487-y
更新日期:2019-12-11 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::Poor adherence to medication is a prevalent issue that affects 50-60% of chronically ill patients. We present Medplan, a platform for patients/caregivers and healthcare professionals (HCPs) that aims to enhance adherence, increase patient medication knowledge, and facilitate communication between patients and HCPs. Th...
journal_title:Journal of medical systems
pub_type: 杂志文章
doi:10.1007/s10916-017-0767-7
更新日期:2017-08-01 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::This paper proposes a novel Adaptive Region-based Edge Smoothing Model (ARESM) for automatic boundary detection of optic disc and cup to aid automatic glaucoma diagnosis. The novelty of our approach consists of two aspects: 1) automatic detection of initial optimum object boundary based on a Region Classification Mode...
journal_title:Journal of medical systems
pub_type: 杂志文章
doi:10.1007/s10916-017-0859-4
更新日期:2017-12-07 00:00:00
abstract::We describe the new Computerized Severity Index (CSI) that is obtained from an expanded discharge abstract data set, based on a 6th-digit severity addition to the ICD-9-CM coding system. The new 6-digit code book (called ICD-9-CMSA) is used to label existence and severity of each principal and secondary diagnosis. It ...
journal_title:Journal of medical systems
pub_type: 杂志文章
doi:10.1007/BF00992953
更新日期:1986-02-01 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::It is stated that in this century not only the societies, but also the communities have to confront with a reconstruction process due to the rapid developments and reformations. It is believed that it is only possible for the organisations to achieve their goals as long as they adapt to the changes, and they continue ...
journal_title:Journal of medical systems
pub_type: 杂志文章
doi:10.1007/s10916-012-9864-9
更新日期:2012-12-01 00:00:00
abstract::Connected health care provides new opportunities for improving financial and clinical performance. Many connected health care applications such as telecare medicine information system, personally controlled health records system, and patient monitoring have been proposed. Correct and quality care is the goal of connec...
journal_title:Journal of medical systems
pub_type: 杂志文章
doi:10.1007/s10916-012-9902-7
更新日期:2013-04-01 00:00:00
abstract::Parkinson's disease (PD) is a neurodegenerative movement disorder. Although there is no cure, symptomatic treatments are available and can significantly improve quality of life. The motor, or movement, features of PD are caused by reduced production of the neurotransmitter dopamine. Dopamine deficiency is most often t...
journal_title:Journal of medical systems
pub_type: 杂志文章
doi:10.1007/s10916-017-0811-7
更新日期:2017-09-25 00:00:00