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2020 IEEE International Symposium on Medical Measurements and Applications (MeMeA)最新文献

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Preliminary validation of a measurement system for emotion recognition 情绪识别测量系统的初步验证
2020 IEEE International Symposium on Medical Measurements and Applications (MeMeA) Pub Date : 2020-06-01 DOI: 10.1109/MeMeA49120.2020.9137353
Andrea Apicella, P. Arpaia, Giovanna Mastrati, N. Moccaldi, R. Prevete
{"title":"Preliminary validation of a measurement system for emotion recognition","authors":"Andrea Apicella, P. Arpaia, Giovanna Mastrati, N. Moccaldi, R. Prevete","doi":"10.1109/MeMeA49120.2020.9137353","DOIUrl":"https://doi.org/10.1109/MeMeA49120.2020.9137353","url":null,"abstract":"An highly-wearable (wireless, few–channels and dry electrodes) device is proposed for EEG based valence emotion recognition. The component is a part of an instrument for real time engagement assessment in rehabilitation 4.0. The frontal, central, and occipital asymmetry were used as well known features related to emotional valence. The device was metrologically characterized on human subjects emotionally elicited through passive viewing of pictures taken from Oasis data set. As metrological references, a standardized test, the Self Assessment Manikin, was exploited. A 2nd order polynomial kernel-based Support Vector Machine reached 83.2 ± 0.3% accuracy in classifying emotional valence from each 2-s epoch of EEG acquired signals.","PeriodicalId":152478,"journal":{"name":"2020 IEEE International Symposium on Medical Measurements and Applications (MeMeA)","volume":"14 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121775707","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
Calibration Standard for Impulse Energy of Defibrillator and Defibrillator Analyzer 除颤器及除颤器分析仪脉冲能量校准标准
2020 IEEE International Symposium on Medical Measurements and Applications (MeMeA) Pub Date : 2020-06-01 DOI: 10.1109/MeMeA49120.2020.9137277
Wei Zhao, H. Shao, Huanghui Zhang
{"title":"Calibration Standard for Impulse Energy of Defibrillator and Defibrillator Analyzer","authors":"Wei Zhao, H. Shao, Huanghui Zhang","doi":"10.1109/MeMeA49120.2020.9137277","DOIUrl":"https://doi.org/10.1109/MeMeA49120.2020.9137277","url":null,"abstract":"Impulse energy is one of the most important parameters that need to be calibrated for defibrillator and defibrillator analyzer. The measurement accuracy of commercial defibrillator analyzer could reach ± 1 % of reading plus 0.1 Joule nowadays. So, it placed a greater demand on the measurement standard used for the calibration. In the National Institute of Metrology (NIM) China, we had developed a set of national measurement standard. The calibration uncertainty on the defibrillator analyzer is evaluated to be better than 0.06% of reading plus 0.06 Joule. In this manuscript, the components of the system and the uncertainty evaluation of the measurement standard is introduced.","PeriodicalId":152478,"journal":{"name":"2020 IEEE International Symposium on Medical Measurements and Applications (MeMeA)","volume":"31 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122767825","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
On the Detection of Colorectal Polyps with Hierarchical Fine-Tuning 基于层次微调的结肠息肉检测方法研究
2020 IEEE International Symposium on Medical Measurements and Applications (MeMeA) Pub Date : 2020-06-01 DOI: 10.1109/MeMeA49120.2020.9137158
Giovanna Pappalardo, G. Farinella
{"title":"On the Detection of Colorectal Polyps with Hierarchical Fine-Tuning","authors":"Giovanna Pappalardo, G. Farinella","doi":"10.1109/MeMeA49120.2020.9137158","DOIUrl":"https://doi.org/10.1109/MeMeA49120.2020.9137158","url":null,"abstract":"Colorectal cancer is the largest cause of cancer deaths for both men and women, hence early detection of polyps plays an important role for survival. Despite the advancement of the state-of-the-art in the context of objects detection, methods suffer in recognising small polyps, which are the most important to detect since are the one appearing at the beginning of the lesion progression. To deal with the detection of small polyps, we propose to reorganise the training procedure of an object detection in a hierarchical way such that it can better consider visual colonoscopy images content and size polyp variability. Due to the small size of the datasets publicly available in this context, and considering that current datasets do not have an adequate variability to properly assess the performances of a polyp detector, for this study we have collected a new large scale dataset which have been labelled by colonoscopy experts during a clinical trial. The employed dataset is an order of magnitude larger than the datasets currently available in literature and it is better suited to perform more appropriate benchmark of polyps detection since it has been acquired with different colonoscopy devices and because contain a high number of different polyps with real variability in appearance and size. Experimental results on this novel large dataset point out that, by considering the polyps size variability in a hierarchical fine-tuning, polyps can be detected with very high per-frame and per-polyp F1 score of 78.56% and 95.60% respectively.","PeriodicalId":152478,"journal":{"name":"2020 IEEE International Symposium on Medical Measurements and Applications (MeMeA)","volume":"122 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124304462","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
MAXimum Feasible Subsystem Recovery of Compressed ECG Signals 压缩心电信号的最大可行子系统恢复
2020 IEEE International Symposium on Medical Measurements and Applications (MeMeA) Pub Date : 2020-06-01 DOI: 10.1109/MeMeA49120.2020.9137337
Fereshteh Fakhar Firouzeh, S. Rajan, J. Chinneck
{"title":"MAXimum Feasible Subsystem Recovery of Compressed ECG Signals","authors":"Fereshteh Fakhar Firouzeh, S. Rajan, J. Chinneck","doi":"10.1109/MeMeA49120.2020.9137337","DOIUrl":"https://doi.org/10.1109/MeMeA49120.2020.9137337","url":null,"abstract":"Electrocardiograph (ECG) signals are recorded continuously to monitor the health of potential cardiovascular disease (CVD) patients, leading to large amounts of data. An efficient way to acquire and compress signals would reduce bandwidth requirements for transmission and reduce memory and power requirements at the monitoring device. Compressive Sensing (CS) is an efficient method for ECG compression. However, the existing CS sparse recovery algorithms have small critical sparsity, which means that acceptable signal recovery requires many measurements. In this paper, two MAXimum Feasible Subsystem (MAX-FS)-based recovery algorithms that have shown good performance in speech compression are investigated for recovery of compressed ECG signals from the MIT-BIH Arrhythmia database. The two MAX-FS-based methods provide better recovery of compressed ECG signals than conventional recovery algorithms such as Smoothed ℓ0 Norm (SL0) and Basis Pursuit (BP) with almost 47.5% and 30% reduction in the required number of measurements, respectively.","PeriodicalId":152478,"journal":{"name":"2020 IEEE International Symposium on Medical Measurements and Applications (MeMeA)","volume":"92 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126331328","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
A Dynamic Approach for Compressed Sensing of Multi–lead ECG Signals 多导联心电信号的动态压缩感知方法
2020 IEEE International Symposium on Medical Measurements and Applications (MeMeA) Pub Date : 2020-06-01 DOI: 10.1109/MeMeA49120.2020.9137307
Grazia Iadarola, P. Daponte, F. Picariello, L. D. Vito
{"title":"A Dynamic Approach for Compressed Sensing of Multi–lead ECG Signals","authors":"Grazia Iadarola, P. Daponte, F. Picariello, L. D. Vito","doi":"10.1109/MeMeA49120.2020.9137307","DOIUrl":"https://doi.org/10.1109/MeMeA49120.2020.9137307","url":null,"abstract":"This paper proposes a dynamic method based on Compressed Sensing (CS) to reconstruct multi-lead electrocardiography (ECG) signals in support of Internet-of-Medical-Things. Specifically, the sensing matrix is dynamically evaluated through the signal samples acquired by the first lead. The experimental evaluation demonstrates that, compared to the traditional CS multi-lead method adopting a random sensing matrix, the proposed dynamic method exhibits a lower difference from the original ECG signal.","PeriodicalId":152478,"journal":{"name":"2020 IEEE International Symposium on Medical Measurements and Applications (MeMeA)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130250500","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: 8
Vision-based Assessment of Balance Control in Elderly People 基于视觉的老年人平衡控制能力评估
2020 IEEE International Symposium on Medical Measurements and Applications (MeMeA) Pub Date : 2020-06-01 DOI: 10.1109/MeMeA49120.2020.9137110
Laura Romeo, R. Marani, Nicola Lorusso, M. Angelillo, G. Cicirelli
{"title":"Vision-based Assessment of Balance Control in Elderly People","authors":"Laura Romeo, R. Marani, Nicola Lorusso, M. Angelillo, G. Cicirelli","doi":"10.1109/MeMeA49120.2020.9137110","DOIUrl":"https://doi.org/10.1109/MeMeA49120.2020.9137110","url":null,"abstract":"Falls represent one of the most serious clinical problems in the elderly population. This risk is even more important in people suffering from neurodegenerative problems. This work aims to instrumentally assess the balance performance of elderly people and specifically those suffering from neurodegenerative diseases, to obtain an objective evaluation of their risk of falls. This paper presents a vision-based system made of three low-cost cameras, able to automatically infer important mobility parameters by observing the execution of well-established tests for stability assessment. This result is achieved by a dedicated image processing pipeline, which processes videos to get dynamic user skeletons, and the following strategy for information management, which targets to feature extraction. This information finally feeds a classifier, namely a decision tree, trained to predict the risk of fall of patients within 5 classes of interest. Actual experiments performed on actual video recordings prove a good agreement of results with those expected, labeled by expert therapists, with final prediction accuracy of 79.1%.","PeriodicalId":152478,"journal":{"name":"2020 IEEE International Symposium on Medical Measurements and Applications (MeMeA)","volume":"81 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128385651","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: 7
A New Ergonomic Cable for Medical Ultrasound Imaging 用于医学超声成像的新型人体工学电缆
2020 IEEE International Symposium on Medical Measurements and Applications (MeMeA) Pub Date : 2020-06-01 DOI: 10.1109/MeMeA49120.2020.9137283
E. Mayevskiy, Paul Sprunger, T. Medina
{"title":"A New Ergonomic Cable for Medical Ultrasound Imaging","authors":"E. Mayevskiy, Paul Sprunger, T. Medina","doi":"10.1109/MeMeA49120.2020.9137283","DOIUrl":"https://doi.org/10.1109/MeMeA49120.2020.9137283","url":null,"abstract":"High-end medical ultrasound imaging utilizes hundreds of piezo-electric transducer elements to achieve a quality image that can be helpful to a clinician when working with patients. These elements require individual interconnections to the imaging system via conductors bundled in a cable. To maintain a practical size of the bundle and not to impose excessive stress on a sonographer, smaller and limper ultrasound cable bundles are always desirable. This paper introduces a new cable design with a smaller outer diameter and half the weight of a conventional cable construction using the same center conductor size; the new cable is characterized electrically and acoustically, and demonstrates excellent ergonomic, electrical and imaging performance.","PeriodicalId":152478,"journal":{"name":"2020 IEEE International Symposium on Medical Measurements and Applications (MeMeA)","volume":"62 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126727904","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
Towards a Wearable Augmented Reality Visor for High-Precision Manual Tasks 面向高精度手工任务的可穿戴增强现实遮阳板
2020 IEEE International Symposium on Medical Measurements and Applications (MeMeA) Pub Date : 2020-06-01 DOI: 10.1109/MeMeA49120.2020.9137253
N. Cattari, Roberta Piazza, R. D’amato, Benish Fida, M. Carbone, S. Condino, F. Cutolo, V. Ferrari
{"title":"Towards a Wearable Augmented Reality Visor for High-Precision Manual Tasks","authors":"N. Cattari, Roberta Piazza, R. D’amato, Benish Fida, M. Carbone, S. Condino, F. Cutolo, V. Ferrari","doi":"10.1109/MeMeA49120.2020.9137253","DOIUrl":"https://doi.org/10.1109/MeMeA49120.2020.9137253","url":null,"abstract":"Augmented Reality (AR) systems based on head-mounted displays intrinsically provide the user with an egocentric and natural viewpoint, and for this reason they are deemed as the most efficient solution for those tasks manually performed under user’s direct vision. They are commonly classified according to the AR paradigm implemented: Video See-Through (VST) and Optical See-Through (OST). A current research goal for these systems is to determine either of which of the two modalities is to be considered the best solution for the guidance of high-precision manual tasks. To answer this question, in this paper we report the outcomes of two user studies performed by our research team that involved a commercially available OST (Microsoft HoloLens) and a customized new-concept VST head-mounted display. The average error in tracing a line under AR aid is considerably inferior in VST user study than the one performed with OST device (1 mm and 5.8 mm, respectively). However, some of the advantages offered by OST device are not negligible, thus a hybrid solution implementing the two paradigms can overcome the limitations of both technologies.","PeriodicalId":152478,"journal":{"name":"2020 IEEE International Symposium on Medical Measurements and Applications (MeMeA)","volume":"22 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127917219","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
An Integrated System for Parkinson’s Disease Patients Diagnosis, Using Affordable Technology 帕金森氏症的综合诊断系统，使用经济实惠的技术
2020 IEEE International Symposium on Medical Measurements and Applications (MeMeA) Pub Date : 2020-06-01 DOI: 10.1109/MeMeA49120.2020.9137179
Yor Jaggy Castaño-Pino, Domiciano Rincón, Andrés Navarro, Valentina Quintana, M. C. Gonzalez, Jaime Valderrama, Beatriz Muñoz, J. L. Orozco
{"title":"An Integrated System for Parkinson’s Disease Patients Diagnosis, Using Affordable Technology","authors":"Yor Jaggy Castaño-Pino, Domiciano Rincón, Andrés Navarro, Valentina Quintana, M. C. Gonzalez, Jaime Valderrama, Beatriz Muñoz, J. L. Orozco","doi":"10.1109/MeMeA49120.2020.9137179","DOIUrl":"https://doi.org/10.1109/MeMeA49120.2020.9137179","url":null,"abstract":"In this paper, we describe and show the results from an affordable integrated system for Parkinson’s disease (PD) diagnostic and follow-up, using RGBD cameras and accelerometers. We validate the system with 26 PD patients and 34 control subjects, in order to analyze the clinical relevance of the system and how both technologies are complimentary in the process of diagnosis and follow-up the progression of the disease.","PeriodicalId":152478,"journal":{"name":"2020 IEEE International Symposium on Medical Measurements and Applications (MeMeA)","volume":"15 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130617762","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
Investigation of Basic Optical Properties of Tissue Phantoms Under 635 nm Low-Level Laser Irradiation 635 nm低强度激光照射下组织模的基本光学性质研究
2020 IEEE International Symposium on Medical Measurements and Applications (MeMeA) Pub Date : 2020-06-01 DOI: 10.1109/MeMeA49120.2020.9137206
H. Durmuş, Sevgi Kocaata, G. Naz, Y. Çelik, Emel Çetin, B. Karaböce, M. Seyidov
{"title":"Investigation of Basic Optical Properties of Tissue Phantoms Under 635 nm Low-Level Laser Irradiation","authors":"H. Durmuş, Sevgi Kocaata, G. Naz, Y. Çelik, Emel Çetin, B. Karaböce, M. Seyidov","doi":"10.1109/MeMeA49120.2020.9137206","DOIUrl":"https://doi.org/10.1109/MeMeA49120.2020.9137206","url":null,"abstract":"In this study, the optical properties of Zerdine® phantom such as transmittance, absorbance, reflectance, refractive index, and optical attenuation coefficient have been determined by using two different methods. One method is based on optical power measurements made with and without phantom with a 635 nm laser in the homogeneous medium, while the other method is based on the determination of basic optical properties with a single integrating sphere system. As a result, it was determined that the data obtained by using a single integrated sphere system were closer to the actual data. Furthermore, similar optical properties were also calculated for Agar phantom with a single integrating sphere system.","PeriodicalId":152478,"journal":{"name":"2020 IEEE International Symposium on Medical Measurements and Applications (MeMeA)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130626311","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: 2
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