Małaorzata Zdrodowska, A. Dardzinska, M. Chorąży, A. Kułakowska
{"title":"Action Rules as a Useful Tool in Selected Neurological Disorders Diagnosis","authors":"Małaorzata Zdrodowska, A. Dardzinska, M. Chorąży, A. Kułakowska","doi":"10.1109/BIOMDLORE.2018.8467206","DOIUrl":"https://doi.org/10.1109/BIOMDLORE.2018.8467206","url":null,"abstract":"Neurological disorders are diseases of the brain, spine and the nerves that connect them. The increasing capabilities of neurotechnologies are generating massive volumes of complex data at a rapid pace. Evaluating and diagnosing disorder to the nervous system is complicated and complex task. This paper provides a survey of action rules mining process in the area of neurological diseases diagnosis.","PeriodicalId":151729,"journal":{"name":"2018 International Conference BIOMDLORE","volume":"44 2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122945021","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}
{"title":"Real-Time Cardiac Artifact Removal from EEG Using a Hybrid Approach","authors":"Aysa Jafarifarmand, M. Badamchizadeh","doi":"10.1109/BIOMDLORE.2018.8467207","DOIUrl":"https://doi.org/10.1109/BIOMDLORE.2018.8467207","url":null,"abstract":"BACKGROUND: Electroencephalogram (EEG) signals are sometimes contaminated by cardiac artifacts (CAs). The artifacts resulted by electrical activities of heart, named electrocardiogram (ECG), appear in EEG recordings as spiky potentials that may obscure the information in EEG data and reduce their interpretability. OBJECTIVE: Real-time removal of CAs is of great importance in several applications of EEG, and particularly brain-computer interface (BCI). The process is, however, often neglected due to the time-consuming computations. METHODS: This paper applies a new real-time hybrid approach to remove ECG artifacts from EEG signals. The method is based on the combination of independent component analysis (ICA) and adaptive noise cancellation (ANC), referred to as ICA-ANC. ICA is applied to a few EEG signals in order to extract the reference signal for ANC. The method so utilizes a few EEG channels without synchronous ECG channel, and thus is suited to portable BCI applications. RESULTS: ICA-ANC is evaluated for datasets of five different subjects. CAs are efficiently removed while preserving the cerebral information. The approach is shown to outperform a state of the art method. CONCLUSION: The proposed new algorithm is capable of real-time cardiac artifacts removal using a few EEG channels.","PeriodicalId":151729,"journal":{"name":"2018 International Conference BIOMDLORE","volume":" 7","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"113952234","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}
A. Domeika, Ieva Alcknaitė-Dambrauskienė, V. Grigas, K. Kazlauskienė, Vaiva Saučiūmaitė, G. Krutulytė
{"title":"The Effect of Prolonged Sitting on Different Unstable Chairs on Trunk Muscles Activity and Posture for Individuals with Sedentary Work","authors":"A. Domeika, Ieva Alcknaitė-Dambrauskienė, V. Grigas, K. Kazlauskienė, Vaiva Saučiūmaitė, G. Krutulytė","doi":"10.1109/BIOMDLORE.2018.8467209","DOIUrl":"https://doi.org/10.1109/BIOMDLORE.2018.8467209","url":null,"abstract":"BACKGROUND: Sitting nowadays is typical working position and causes various harmful effects which could be minimized by regular changes of position implemented due to periodical activation of corresponding muscles. OBJECTIVE: To determine changes of trunk muscles activity and posture after prolonged sitting on unstable chairs. METHODS: 20 office workers participated in the study. Posture and movements of their torso and pelvis were measured by 3D MoCap system and four trunk muscles activities - by electromyograph. Three different unstable chairs were tested when performing three different tasks while sitting on teach of them. RESULTS: Trunk muscles activity significantly increased after 6 weeks sitting on unstable chairs: Multifidus muscles - 8.88 %, Transversus abdominis muscle - 5.19 %. Measurements of C7, Th7, L3 spine angle showed that it increased by 2 degrees when sitting on Back app and Human Tool unstable chairs. CONCLUSIONS: Sitting on unstable surfaces for 6 weeks significantly increased Multifidus and Transversus abdominis muscles activity, which are responsible for spine stabilization. Unstable chairs, especially Back app and Human Tool, have positive influence on the posture of participants. It means that chairs, mentioned above, it is proper for prolonged sitting position at workplace due to improvement of the posture and muscles activity.","PeriodicalId":151729,"journal":{"name":"2018 International Conference BIOMDLORE","volume":"9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127839528","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}
Mirvana Hilal, Clémence Berthin, L. Martin, A. Humeau-Heurtier
{"title":"Skin Alterations in Pseudoxanthoma Elasticum Patients Highlighted by the Bi-Dimensional Sample Entropy Algorithm","authors":"Mirvana Hilal, Clémence Berthin, L. Martin, A. Humeau-Heurtier","doi":"10.1109/BIOMDLORE.2018.8467188","DOIUrl":"https://doi.org/10.1109/BIOMDLORE.2018.8467188","url":null,"abstract":"BACKGROUND: Pseudoxanthoma elasticum (PXE) is a hereditary disease that manifests - among others - with papular lesions on the skin. The presence of these papules is the earliest sign of the pathology. Their detection is therefore of importance but, due to their small size, this can become a difficult task. This is why dermoscopy, a noninvasive imaging modality, may be of interest. Nevertheless, the detection of papules on dermoscopic images is still a challenge. OBJECTIVE: We propose an image processing framework to help in the detection of papules from dermoscopic images. Our algorithm is based on the recently-proposed bi-dimensional sample entropy. METHODS: Seven PXE patients participated to the study. For each of them, one dermoscopic image of the neck (where the papules are predominant), and one dermoscopic image of a normal skin zone have been recorded. For each one, the bi-dimensional sample entropy has been computed. RESULTS: We observed statistically significantly lower bi-dimensional sample entropy values on the dermoscopic images of the neck than on the dermoscopic images of the normal zone. CONCLUSION: These preliminary findings show that the bi-dimensional sample entropy might be of interest for the diagnosis and follow-up of the PXE pathology.","PeriodicalId":151729,"journal":{"name":"2018 International Conference BIOMDLORE","volume":"79 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125623759","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}
{"title":"EMG Signal Processing in Frequency Domain","authors":"Malaorzata Parfieniuk","doi":"10.1109/BIOMDLORE.2018.8467189","DOIUrl":"https://doi.org/10.1109/BIOMDLORE.2018.8467189","url":null,"abstract":"The EMG signal analysis is a useful in assessment of muscle spasticity in spastic diplegia CP children. The aim of this study was to propose methods for EMG signal processing in frequency domain. Functional evaluation was carried out on 10 spastic diplegia patients aged between 7–12 years old. The EMG signal was processed using Short Time Fourier Transform (STFT) and Wavelet Transform (WT). The results show, that wavelet transform for biomechanical signals, asymmetrical wavelets with smooth edges are needed.","PeriodicalId":151729,"journal":{"name":"2018 International Conference BIOMDLORE","volume":"77 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131446187","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}
{"title":"Proceedings of 12th International Conference Biomdlore 2018","authors":"J. Griškevičius, G. Gaidulis","doi":"10.1109/biomdlore.2018.8467201","DOIUrl":"https://doi.org/10.1109/biomdlore.2018.8467201","url":null,"abstract":"","PeriodicalId":151729,"journal":{"name":"2018 International Conference BIOMDLORE","volume":"106 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126344643","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}
{"title":"The Concept of a Spectrophotometer for Soil Sample Testing","authors":"Barbara Kuc","doi":"10.1109/BIOMDLORE.2018.8467212","DOIUrl":"https://doi.org/10.1109/BIOMDLORE.2018.8467212","url":null,"abstract":"The objective is to present conception of creation a spectrophotometer used by students during different competitions to test a soil samples collected by Mars rover. In the first paragraph, there is information about the application of spectrophotometry and about the aim of this work. In the second paragraph includes a description of basics information about the spectrophotometer and its principle of operation. The third paragraph described elements of electronics and wiring, mechanical part needed to correct action and measurements values. This paper also describes necessary steps in measurement method and requirements that device must fulfil. In order to verify the operation of the device, it will be compared with the operation of a specialized spectrophotometer which is written in the paragraph called “Requirement”.","PeriodicalId":151729,"journal":{"name":"2018 International Conference BIOMDLORE","volume":"107 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114898845","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}
{"title":"Generation of the Three-Dimensional Finite-Element Model Based on the Images of the Surroundings of the Object Contours","authors":"K. Kurochka, Denis Nikolaevich Trubenok","doi":"10.1109/BIOMDLORE.2018.8467199","DOIUrl":"https://doi.org/10.1109/BIOMDLORE.2018.8467199","url":null,"abstract":"BACKGROUND: The creation of a finite-element model of a human spine is a complex and time-consuming task. Automation of this process will reduce the time and cost of research and it will expand the application of mathematical modeling of surgical interventions, taking into account the peculiarities of the structure of the spine of various patients. OBJECTIVE: Creation of an algorithm for constructing a three-dimensional finite-element tetrahedral grid based on a set of images of contours of parallel sections of an object. METHODS: For dividing a two-dimensional surface into triangles, I use the Delaunay triangulation algorithm. All other algorithms have been developed and described in this paper. RESULTS: The results of the algorithm are presented by the example of generating a model from a set of CT images of the lumbar spine of a person. CONCLUSIONS: The models obtained using this algorithm can be used to solve any finite-element modeling problem.","PeriodicalId":151729,"journal":{"name":"2018 International Conference BIOMDLORE","volume":"2 2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134270620","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}
Clemens Birkenmaier, Tamara Steiger, A. Philipp, K. Lehle, L. Krenkel
{"title":"Flow-Induced Accumulations of Von Willebrand Factor Inside Oxygenators During Extracorporeal Life Support Therapy","authors":"Clemens Birkenmaier, Tamara Steiger, A. Philipp, K. Lehle, L. Krenkel","doi":"10.1109/biomdlore.2018.8467205","DOIUrl":"https://doi.org/10.1109/biomdlore.2018.8467205","url":null,"abstract":"BACKGROUND: Shear-induced conformational changes of von Willebrand factor (vWF) may be responsible for coagulation disorder and clot formation inside membrane oxygenators (MOs) during extracorporeal membrane oxygenation (ECMO) therapy. OBJECTIVE: The aim was to identify vWF structures inside clinically used MOs and employ computational fluid dynamics to verify the corresponding flow conditions. METHODS: Samples from gas exchange membranes (GEM) from MOs were analysed for accumulations of vWF and P-selectin-positive platelets using immunofluorescence techniques. Streamlines and shear rates of the flow around GEMs were computed using a laminar steady Reynolds-Averaged-Navier-Stokes approach. RESULTS: Most samples were colonized with equally distributed leukocytes, integrated in thin cobweb-like vWF-structures. Only 25 % of the samples showed extended accumulations of vWF. Computed streamlines showed considerable cross flow between interconnected neighbouring channels. Stagnation points were non-symmetric and contact faces were washed around closely. The occurring maximum shear rates ranged from 2,500 to 3,000 1/s. CONCLUSIONS: If pronounced vWF structures are present, shape and extent match the flow computations well. Computed shear rates bear a critical degree of uncertainty due to the improper viscosity model. If flow conditions inside the MO were sufficient to affect vWF, a more consistent distribution of vWF across the samples should be present.","PeriodicalId":151729,"journal":{"name":"2018 International Conference BIOMDLORE","volume":"30 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129890207","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}
{"title":"Low-Cost Prototype Design of Biomedical Sensing Device for ECG and EMG Signal Acquisition System","authors":"Shin-Chi Lai, Ying-Hsiu Hung, Ying-Ting Chang","doi":"10.1109/BIOMDLORE.2018.8467208","DOIUrl":"https://doi.org/10.1109/BIOMDLORE.2018.8467208","url":null,"abstract":"This short paper briefly shows a prototype Acquisition System Design (ASD) for Biomedical Sensing Device (BSD). This BSD is designed for detecting both of electrocardiogram (ECG) and electromyogram (EMG). To reduce the hardware cost, a view of ASD is discussed and then a system specification is carefully determined for block function sharing scheme, i.e., the gain of instrumentation amplifier, band-stop and band-pass filters, adjustable gain-stage amplifier, and microcontroller. The results show that the board size of the proposed BSD was only $pmb{5times 5 text{cm}^{2}}$ and the power consumption was 31.9 mW. A lithium battery (280 mAh) is used to supply 3.7 voltages for this BSD, and can let it work lasted 32.5 hours, ideally. The total cost of the proposed BSD is 39.72 USD.","PeriodicalId":151729,"journal":{"name":"2018 International Conference BIOMDLORE","volume":"2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123686960","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}