2015 IEEE International Symposium on Medical Measurements and Applications (MeMeA) Proceedings最新文献_第4页

Data-driven selection of motion correction techniques in breast DCE-MRI 数据驱动的乳腺DCE-MRI运动校正技术选择

2015 IEEE International Symposium on Medical Measurements and Applications (MeMeA) Proceedings Pub Date : 2015-05-07 DOI: 10.1109/MeMeA.2015.7145212

Gabriele Piantadosi, S. Marrone, R. Fusco, A. Petrillo, M. Sansone, Carlo Sansone

{"title":"Data-driven selection of motion correction techniques in breast DCE-MRI","authors":"Gabriele Piantadosi, S. Marrone, R. Fusco, A. Petrillo, M. Sansone, Carlo Sansone","doi":"10.1109/MeMeA.2015.7145212","DOIUrl":"https://doi.org/10.1109/MeMeA.2015.7145212","url":null,"abstract":"It is well known that some sort of motion correction technique (MCT) should be performed before DCE-MRI data analysis in order to reduce movement artefacts. However, it is not clear if a single MCT can produce optimum results for every single examination, since for example different movements can occur. In this paper we investigated the possibility of choosing the best MCT per each specific patient, before performing further data analysis (e.g. tumour segmentation). In particular, our aim is the proposal of some physiological model-based quality indexes (QIs) for ranking different MCT on a patient basis. Moreover, for practical feasibility, we investigated the performance of our proposal when only a small fraction of the available data was used. We performed tests on a dataset of patients with breast tumour. Specifically, for each patient we compared the “reference ranking” of different MCT obtained by using the results of tumour segmentation with the rankings produced with each QI. Our results indicate that the ranking obtained by using the QI based on the Extended Tofts-Kermode model (with the Parker arterial input function) are in accordance with the “reference ranking”. Moreover, computational load can be significantly reduced without affecting the overall performance by using only 5% of the available data.","PeriodicalId":277757,"journal":{"name":"2015 IEEE International Symposium on Medical Measurements and Applications (MeMeA) Proceedings","volume":"55 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-05-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130393711","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 10

Big data analytics to identify deceleration characteristics of an older driver 大数据分析，识别老司机的减速特征

2015 IEEE International Symposium on Medical Measurements and Applications (MeMeA) Proceedings Pub Date : 2015-05-07 DOI: 10.1109/MeMeA.2015.7145178

R. B. Wallace, Akshay Puli, R. Goubran, F. Knoefel, S. Marshall, M. Porter, Andrew Smith

{"title":"Big data analytics to identify deceleration characteristics of an older driver","authors":"R. B. Wallace, Akshay Puli, R. Goubran, F. Knoefel, S. Marshall, M. Porter, Andrew Smith","doi":"10.1109/MeMeA.2015.7145178","DOIUrl":"https://doi.org/10.1109/MeMeA.2015.7145178","url":null,"abstract":"This paper presents the analysis of all driving by a single (female) older diver over a one year period from the Candrive project. Data analytics techniques have been applied to this unique big data set that includes 1 Hz sampled Global Positioning System (GPS) and Geographic Information System (GIS) data and includes the analysis of 1562 trips covering 13,425 km. The driver is known to have stable general, cognitive and physical health through clinical testing at the start and end of the 1 year period. The paper specifically explores the deceleration habits of the driver by locating all deceleration events over the period with a net velocity drop of 4km/hr or more resulting in 24,794 events being identified. The paper finds that the mean and minimum deceleration values for the events, both have two phases where the deceleration values increase with the size of the velocity drop (-0.252 and -0.0593 hr·m/km·s2 respectively) until the drop exceeds 27.5km/hr and then the second phase has a much lower slope (-0.027 and -0.0053 hr·m/km·s2 respectively). Subsets of the deceleration events such as posted speed limit on road and decelerations ending with a stopped vehicle exhibit the same two phase relationship. The two phases and their transition are attributes of the deceleration habits for the driver that may potentially be used to distinguish between drivers of a vehicle.","PeriodicalId":277757,"journal":{"name":"2015 IEEE International Symposium on Medical Measurements and Applications (MeMeA) Proceedings","volume":"251 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-05-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132855693","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 13

A novel approach for design and testing digital m-health applications 设计和测试数字移动医疗应用程序的新方法

2015 IEEE International Symposium on Medical Measurements and Applications (MeMeA) Proceedings Pub Date : 2015-05-07 DOI: 10.1109/MeMeA.2015.7145244

G. Andria, A. Lanzolla, G. Cavallo, Giuseppe Russo, F. Marinosci, R. Incalzi, M. Benvenuto

{"title":"A novel approach for design and testing digital m-health applications","authors":"G. Andria, A. Lanzolla, G. Cavallo, Giuseppe Russo, F. Marinosci, R. Incalzi, M. Benvenuto","doi":"10.1109/MeMeA.2015.7145244","DOIUrl":"https://doi.org/10.1109/MeMeA.2015.7145244","url":null,"abstract":"The management of age related diseases is one of the most discussed and controverted topic in Healthcare policy: cost-efficient solutions are needed to reduce the economic impact on welfare systems and to improve the quality of life of the patients. This is particularly true for chronic diseases, in which a simple, but continuous monitoring of suitable functional parameters able to evaluate the patient status would allow a consistent reduction of hospitalizations. In this paper we present the experience derived from a “Living Lab”, a novel model of participated innovation in which the end-user plays a crucial role. We co-designed, implemented and tested a m-health solution for remote monitoring of physiological parameters directly from chronic patients' house according to a clinical protocol defined by healthcare professionals. For this aim set of parameters such as Blood Pressure, Body Weight, Heart Rate, Pulse Oximetry was measured and, if needed, the answers to a questionnaire. The proposed system allows to reduce the hospitalization rate and to increase the empowerment of the patient in the self-management of his chronic health condition.","PeriodicalId":277757,"journal":{"name":"2015 IEEE International Symposium on Medical Measurements and Applications (MeMeA) Proceedings","volume":"222 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-05-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122400110","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 6

Measurement issues in probing depth evaluation of periodontal pockets 牙周袋探诊深度评估中的测量问题

2015 IEEE International Symposium on Medical Measurements and Applications (MeMeA) Proceedings Pub Date : 2015-05-07 DOI: 10.1109/MeMeA.2015.7145255

G. Genta, G. Barbato, R. Levi, M. Erriu, F. Pili

{"title":"Measurement issues in probing depth evaluation of periodontal pockets","authors":"G. Genta, G. Barbato, R. Levi, M. Erriu, F. Pili","doi":"10.1109/MeMeA.2015.7145255","DOIUrl":"https://doi.org/10.1109/MeMeA.2015.7145255","url":null,"abstract":"Measurement of periodontal pocket depth, a key step in detection and analysis of periodontal diseases, is frequently affected by substantial uncertainty. Estimation of distance between gingival margin and connective ligament, an apparently straightforward measurement task routinely performed with simple probes, entails a fairly complex pattern of single and combined effects. Layout of marks on probe affects readings, since, when interpolation is involved, operator's experience comes into the picture. Compliance of tissues at pocket bottom implies dependence of probe penetration from insertion force, whose control again is affected by operator's experience. Hazy definition of gingival margin further contributes to scatter in results, liable to lead to diagnostic mistakes and wrong therapeutic decisions. An investigation on measurement issues, aimed at identification of main factors affecting uncertainty in evaluation of pocket depth, was performed in vitro with an ad hoc device, developed in order to get traceability and evaluate reproducibility of measurements of pockets with different depths. Measurements were performed by operators with different experience and skill, using three types of periodontal probes currently in use. Results showed a different performance of the probes in terms both of bias and scatter. Occurrence of false positives and negatives were found to be strongly dependent upon operator experience.","PeriodicalId":277757,"journal":{"name":"2015 IEEE International Symposium on Medical Measurements and Applications (MeMeA) Proceedings","volume":"33 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-05-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126566624","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 1

Compensating magnetic disturbances on MARG units by means of a low complexity data fusion algorithm 利用低复杂度数据融合算法补偿MARG单元上的磁扰动

2015 IEEE International Symposium on Medical Measurements and Applications (MeMeA) Proceedings Pub Date : 2015-05-07 DOI: 10.1109/MeMeA.2015.7145191

P. Daponte, L. D. Vito, S. Rapuano, M. Riccio, F. Picariello

引用次数: 9

Integration of outcome estimations with a clinical decision support system: Application in the neonatal intensive care unit (NICU) 结果评估与临床决策支持系统的整合:在新生儿重症监护病房(NICU)的应用

2015 IEEE International Symposium on Medical Measurements and Applications (MeMeA) Proceedings Pub Date : 2015-05-07 DOI: 10.1109/MeMeA.2015.7145194

M. Frize, Jeff Gilchrist, Hasmik Martirosyan, E. Bariciak

{"title":"Integration of outcome estimations with a clinical decision support system: Application in the neonatal intensive care unit (NICU)","authors":"M. Frize, Jeff Gilchrist, Hasmik Martirosyan, E. Bariciak","doi":"10.1109/MeMeA.2015.7145194","DOIUrl":"https://doi.org/10.1109/MeMeA.2015.7145194","url":null,"abstract":"Our previous research led to the development of mortality risk estimations for infants in the neonatal intensive care unit (NICU) using quality archived databases. A decision support system was created with a clinician module containing relevant patient information and a variety of outcome estimations; the PPADS (Physician-Parent Decision Support) tool also contains a module for parents with the aim to help them make joint decisions with physicians on the direction of care for their infant. New work developed the ANN-Builder which uses an open-source artificial neural network library that would enable handling real-time data streaming and automate the process of providing risk estimations of mortality. Additionally, the patient data and risk estimations were successfully integrated into the PPADS tool. The mortality estimations surpass the clinical expectations. The next and final step will be to replace missing values in the data and add alarms for major changes in the risk estimations provided by the system.","PeriodicalId":277757,"journal":{"name":"2015 IEEE International Symposium on Medical Measurements and Applications (MeMeA) Proceedings","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-05-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125490275","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 9

Measurements of change in thermal images due to applied pressure 由于施加压力而引起的热像变化的测量

2015 IEEE International Symposium on Medical Measurements and Applications (MeMeA) Proceedings Pub Date : 2015-05-07 DOI: 10.1109/MeMeA.2015.7145167

Stephanie L. Bennett, R. Goubran, F. Knoefel

{"title":"Measurements of change in thermal images due to applied pressure","authors":"Stephanie L. Bennett, R. Goubran, F. Knoefel","doi":"10.1109/MeMeA.2015.7145167","DOIUrl":"https://doi.org/10.1109/MeMeA.2015.7145167","url":null,"abstract":"Thermal imaging is of value to medical professionals because of its low risk and non-invasive properties. While thermal imaging has been explored in the area of pressure ulcers, many relevant papers address existing pressure ulcers and few address the prevention of pressure ulcers. This paper aims to examine the potential of thermal imaging in the prevention of pressure ulcers by extracting temperature-based and region-based measurements from thermal images and quantifying thermal patterns. A subject was asked to press on a pressure sensor mat at two specified intensities, and a series of thermal images were taken before and after to track thermal behaviour. These images were subjected to standard image processing techniques before temperature specific contour and area measurements were extracted as well as region specific intensity and weighted centroid measurements. Results indicated that the contour and area measurements were able to capture the temperature pattern of the whole hand, while the intensity measurements were able to indicate region specific thermal patterns. These results suggest that the extraction of measurements from a series of thermal images can capture and quantify visually identifiable thermal patterns of the hand over time. These findings will be expanded upon in future work by further examining different measurements, sharper images, different equipment and the involvement of elderly patients. While future collection of patient data is expected to yield different thermal patterns, this paper has demonstrated recognition and quantification of a pattern, regardless of the pattern itself.","PeriodicalId":277757,"journal":{"name":"2015 IEEE International Symposium on Medical Measurements and Applications (MeMeA) Proceedings","volume":"234 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-05-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"120873344","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 4

Development and characterization of porous magnesium bioresorbable implants 多孔镁生物可吸收植入物的研制与表征

2015 IEEE International Symposium on Medical Measurements and Applications (MeMeA) Proceedings Pub Date : 2015-05-07 DOI: 10.1109/MeMeA.2015.7145280

E. Angelini, B. Benedetti, D. Fulginiti, S. Grassini, F. Ferraris, M. Parvis

引用次数: 2

A new arterial blood pressure Holter based on the oscillometric method 一种基于示波法的动脉血压动态记录仪

2015 IEEE International Symposium on Medical Measurements and Applications (MeMeA) Proceedings Pub Date : 2015-05-07 DOI: 10.1109/MeMeA.2015.7145203

R. Vallascas

{"title":"A new arterial blood pressure Holter based on the oscillometric method","authors":"R. Vallascas","doi":"10.1109/MeMeA.2015.7145203","DOIUrl":"https://doi.org/10.1109/MeMeA.2015.7145203","url":null,"abstract":"From the comparison of the data available in the field literature, it follows that the range of oscillometric ratios is quite extensive, with an interval of 20% for systolic and around 30% for diastolic blood pressure. For example Geddes [8] states that these may range from 0.45 to 0.57 for systolic and from 0.75 to 0.86 for diastolic. Current commercial devices were not designed to perform the task of calculating these oscillometric ratios, and they utilize average values set for all measurements regardless of the physiological characteristics of the individual user and the yielding of the cuff used. While, as noted, oscillometric ratios are unique to each user as they contain much individual and operational information, such as cuff pulsatility, physiology of the measurement site, environmental conditions and the clinician's ability in performing the measurement. Hence, the need to revise current standards by making more restrictive rules is clear. In the author's opinion, this innovative solution has the special features providing greater accuracy in the measurement of systolic and diastolic pressures, and simulations and preliminary clinical trials have confirmed this. The work is devoted to both the presentation of the pressure Holter prototype and to the communication of results obtained during the characterization of the methodology and the algorithms used. Validation involved 33 subjects (22 men and 11 women) aged between 23 and 82 years, with arm circumferences from 21 to 41 cm, with systolic blood pressure (PSYS) in the 94 ÷ 204 mmHg range and diastolic (PDIA) 49÷106 mmHg. The results largely satisfy the requirements of the Protocol AAMI SP-10.","PeriodicalId":277757,"journal":{"name":"2015 IEEE International Symposium on Medical Measurements and Applications (MeMeA) Proceedings","volume":"75 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-05-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131082119","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Development of a reliable method for orbit segmentation & measuring 研制一种可靠的轨道分割与测量方法

2015 IEEE International Symposium on Medical Measurements and Applications (MeMeA) Proceedings Pub Date : 2015-05-07 DOI: 10.1109/MeMeA.2015.7145214

Matthias Becker, K. Friese, Franz-Erich Wolter, N. Gellrich, H. Essig

引用次数: 4