Information Technology in Biomedicine

Front Matter ....Pages i-xiv
Front Matter ....Pages 1-1
 A Brief Review for Content-Based Microorganism Image Analysis Using Classical and Deep Neural Networks  (Chen Li, Ning Xu, Tao Jiang, Shouliang Qi, Fangfang Han, Wei Qian et al.)....Pages 3-14
 On the Influence of Image Features Wordlength Reduction on Texture Classification  (Michał Strzelecki, Marcin Kociołek, Andrzej Materka)....Pages 15-26
 Application of Fuzzy Image Concept to Medical Images Matching  (Piotr Zarychta)....Pages 27-38
 High Dynamic Range in X-ray Imaging  (Przemysław Skurowski, Kamila Wicher)....Pages 39-51
 Analysis of the Possibility of Doppler Tomography Imaging in Circular Geometry  (Tomasz Świetlik, Krzysztof J. Opieliński)....Pages 52-63
 Efficient Genetic Algorithm for Breast Cancer Diagnosis  (Lukasz Chomatek, Agnieszka Duraj)....Pages 64-76
 Preliminary Development of an Automatic Breast Tumour Segmentation Algorithm from Ultrasound Volumetric Images  (Wojciech Wieclawek, Marcin Rudzki, Agata Wijata, Marta Galinska)....Pages 77-88
 A Preliminary Evaluation of a Basic Fluorescence Image Processing in MentorEye System Using Artificially Prepared Phantoms  (Marcin Majak, Magdalena Wojtków, Matylda Żmudzińska, Wojciech Macherzyński, Zbigniew Kulas, Michał Popek et al.)....Pages 89-100
 Reconstruction of Gigapixel Stereometric Maps of Ceramic Surfaces  (Marcin Płatek, Wiktoria Sapota, Sebastian Stach, Zygmunt Wróbel)....Pages 101-110
 Segmentation of Three-Dimensional Images of the Butterfly Wing Surface  (Żaneta Garczyk, Sebastian Stach, Ştefan Tălu, Sobola Dinara, Zygmunt Wróbel)....Pages 111-121
Front Matter ....Pages 123-123
 Algorithm for the Fusion of Ultrasound Tomography Breast Images Allowing Automatic Discrimination Between Benign and Malignant Tumors in Screening Tests  (Krzysztof J. Opieliński, Piotr Pruchnicki, Andrzej Wiktorowicz, Marcin Jóźwik)....Pages 125-137
 Development of a Multimodal Image Registration and Fusion Technique for Visualising and Monitoring Chronic Skin Wounds  (Andre Woloshuk, Michał Kręcichwost, Jan Juszczyk, Bartłomiej Pyciński, Marcin Rudzki, Beata Choroba et al.)....Pages 138-149
 Rigid and Non-rigid Registration Algorithm Evaluation in MRI for Breast Cancer Therapy Monitoring  (Paweł Bzowski, Marta Danch-Wierzchowska, Krzysztof Psiuk-Maksymowicz, Rafał Panek, Damian Borys)....Pages 150-159
 Image Guided Core Needle Biopsy of the Breast  (Bartłomiej Pyciński, Jan Juszczyk, Agata Wijata, Marta Galinska, Joanna Czajkowska, Ewa Pietka)....Pages 160-171
 Preliminary Study of Modeling Sagging Breasts for Support Navigation in Ultrasound Guided Biopsy  (Aleksandra Juraszczyk, Dominik Spinczyk)....Pages 172-181
 Novel Geometric Technique of Ultrasound Probe Calibration  (Beata Choroba, Bartłomiej Pyciński, Michał Kręcichwost, Dominik Spinczyk, Ewa Pietka)....Pages 182-193
 An Application of a Haptic Device in a Computer Aided Surgery  (Magdalena Żuk, Jakub Mazur, Matylda Żmudzińska, Marcin Majak, Michał Popek, Ewelina Świątek-Najwer)....Pages 194-204
 Time Regarded Method of 3D Ultrasound Reconstruction  (Jan Juszczyk, Marta Galinska, Ewa Pietka)....Pages 205-216
 Statistical Analysis of Radiographic Textures Illustrating Healing Process After the Guided Bone Regeneration Surgery  (Gabriela Girejko, Marta Borowska, Janusz Szarmach)....Pages 217-226
Front Matter ....Pages 227-227
 Determination of the Cognitive Model: Compressively Sensed Ground Truth of Cerebral Ischemia to Care  (Artur Przelaskowski, Ewa Sobieszczuk, Izabela Domitrz)....Pages 229-242
 Evaluation of Puberty in Girls by Spectral Analysis of Voice  (Marcin D. Bugdol, Maria J. Bieńkowska, Monika N. Bugdol, Anna M. Lipowicz, Andrzej W. Mitas, Agata Wijata)....Pages 243-250
 Boys’ Age Modeling Using Voice Features  (Monika N. Bugdol, Andrzej W. Mitas, Anna M. Lipowicz, Marcin D. Bugdol, Maria J. Bieńkowska)....Pages 251-259
 CAD of Sigmatism Using Neural Networks  (Andre Woloshuk, Michał Kręcichwost, Zuzanna Miodońska, Pawel Badura, Joanna Trzaskalik, Ewa Pietka)....Pages 260-271
 Arterial Flows in Bronchopulmonary Dysplasia Prediction  (Wiesław Wajs, Piotr Kruczek, Piotr Szymański, Piotr Wais, Marcin Ochab)....Pages 272-278
 Attribute-Based Assessment of Lung Nodules in CT Using Support Vector Machine and Random Forest  (Beata Choroba, Pawel Badura)....Pages 279-289
 Games with Resources and Their Use in Modeling Effects of Anticancer Treatment  (Andrzej Swierniak, Michal Krzeslak, Damian Borys)....Pages 290-299
Front Matter ....Pages 301-301
 The Higher-Order Spectra (HOSA) as a Tool for the Rehabilitation Progress Estimation Referred to the Patients Diagnosed with Various Cardiac Diseases  (Ewaryst Tkacz, Zbigniew Budzianowski, Wojciech Oleksy, Anna Tamulewicz)....Pages 303-314
 Spatio-Temporal Extension of Independent Component Analysis for Fetal ECG Extraction  (Michał Piela, Tomasz Moroń)....Pages 315-324
 Computational Analysis of Induced Voltage on Implanted Cardiac Pacemaker’s Lead by Mobile Phones  (Maros Smondrk, Mariana Benova, Zuzana Psenakova)....Pages 325-336
 Influence of Gravitational Offset Removal on Heart Beat Detection Performance from Android Smartphone Seismocardiograms  (Szymon Sieciński, Paweł Kostka)....Pages 337-344
 Transfer Entropy in Quantifying the Interactions in Preterm Labor  (Marta Borowska, Paweł Kuć)....Pages 345-352
 Dynamic Resource Allocation of Switched Ethernet Networks in Embedded Real-Time Systems  (Michael Schmidt, Roman Obermaisser, Christian Wurmbach)....Pages 353-364
 Brute Force ECG Feature Extraction Applied on Discomfort Detection  (Guillermo Hidalgo Gadea, Annika Kreuder, Carsten Stahlschmidt, Sebastian Schnieder, Jarek Krajewski)....Pages 365-376
Front Matter ....Pages 377-377
 Semantic Segmentation of Colon Glands in Inflammatory Bowel Disease Biopsies  (Zhaoxuan Ma, Zaneta Swiderska-Chadaj, Nathan Ing, Hootan Salemi, Dermot McGovern, Beatrice Knudsen et al.)....Pages 379-392
 Color Normalization Approach to Adjust Nuclei Segmentation in Images of Hematoxylin and Eosin Stained Tissue  (Adam Piórkowski, Arkadiusz Gertych)....Pages 393-406
 Cell Nuclei Segmentation Using Marker-Controlled Watershed and Bayesian Object Recognition  (Marcin Skobel, Marek Kowal, Józef Korbicz, Andrzej Obuchowicz)....Pages 407-418
 Bioinformatic Tools for Genotyping of Klebsiella pneumoniae Isolates  (Marketa Nykrynova, Denisa Maderankova, Matej Bezdicek, Martina Lengerova, Helena Skutkova)....Pages 419-428
Front Matter ....Pages 429-429
 Application of Reverse Engineering in the Therapy of Lower Limb Defects  (Szymon Sikorski, Joanna Wiśniowska, Adam Konik)....Pages 431-441
 3D Modeling of Leg Muscle Using Mechanochemical Representations of Muscular Tissue and Solid Fibers  (Adrianna Bielak, Radosław Bednarski, Adam Wojciechowski)....Pages 442-454
 Sensitivity Analysis of the Insulin-Glucose Mathematical Model  (Dariusz Radomski, Jagoda Głowacka)....Pages 455-468
 Limitations of Corneal Deformation Modelling During IOP Measurement – A Review  (Magdalena Jędzierowska, Robert Koprowski, Zygmunt Wróbel)....Pages 469-480
 Sensitivity Analysis of Biomedical Models Using Green’s Function  (Krzysztof Łakomiec, Karolina Kurasz, Krzysztof Fujarewicz)....Pages 481-492
Front Matter ....Pages 493-493
 Automatic Classification of Text Documents Presenting Radiology Examinations  (Monika Kłos, Jarosław Żyłkowski, Dominik Spinczyk)....Pages 495-505
 Similarity Search for the Content of Medical Records Using Unstructured Data  (Sylwia Wilczek, Kinga Gawrysiak, Dominik Spinczyk)....Pages 506-517
 New Challenges for Information Technologies in Medicine: Big Data Analysis?  (Zdzisław S. Hippe, Rafał Niemiec)....Pages 518-524
 Application of Text Analytics to Analyze Emotions in the Speeches  (Mariusz Dzieciątko)....Pages 525-536
Front Matter ....Pages 537-537
 Sensor Headband for Emotion Recognition in a Virtual Reality Environment  (David Krönert, Armin Grünewald, Frédéric Li, Marcin Grzegorzek, Rainer Brück)....Pages 539-548
 EEG-Based Mental Task Classification with Convolutional Neural Networks – Parallel vs 2D Data Representation  (Bartłomiej Stasiak, Sławomir Opałka, Dominik Szajerman, Adam Wojciechowski)....Pages 549-560
 Computer Aided Feature Extraction in the Paper Version of Luria’s Alternating Series Test in Progressive Supranuclear Palsy  (Paula Stępień, Jacek Kawa, Dariusz Wieczorek, Magda Dąbrowska, Jarosław Sławek, Emilia J. Sitek)....Pages 561-570
 Video-Based Automatic Evaluation of the 360 Degree Turn Test  (Patrycja Romaniszyn, Paula Stępień, Agnieszka Nawrat-Szołtysik, Jacek Kawa)....Pages 571-579
 Usability of Dynamic Thermography for Assessment of Skeletal Muscle Activity in Physiological and Pathological Conditions – Preliminary Results  (Dariusz Radomski, Krzysztof Kruszewski)....Pages 580-588
 Three-Dimensional Children Gait Pattern – Reference Data for Healthy Children Aged Between 7 and 17  (Katarzyna Jochymczyk-Woźniak, Katarzyna Nowakowska, Robert Michnik, Marek Gzik, Piotr Wodarski, Joanna Gorwa et al.)....Pages 589-601
 The Long-Term Effects of Surgery in Patients with Myelomeningocele and Their Influence on the Parameteres of Gait – Preliminary Research  (Katarzyna Jochymczyk-Woźniak, Robert Michnik, Katarzyna Nowakowska, Weronika Bartecka, Tomasz Koszutski, Agnieszka Pastuszka)....Pages 602-611
Back Matter ....Pages 613-615