Table of Contents

• Age Changes of EEG during Photo- and Auditory Low-Frequency Stimulation and Assessment of fatigueGalina Portnova. 1-5 [doi]
• An Initial Investigation of the Charlson Comorbidity Index Regression Based on Clinical NotesHenrique Dias Pereira dos Santos, Ana Helena D. P. S. Ulbrich, Vinicius Woloszyn, Renata Vieira. 6-11 [doi]
• Development and Validation of a Virtual Reality Tutor to Teach Clinically Oriented Surgical Anatomy of the EarSudanthi N. R. Wijewickrema, Bridget Copson, Xingjun Ma, Robert Briggs, James Bailey, Gregor Kennedy, Stephen O'Leary. 12-17 [doi]
• Introducing Traceability Information Models in Connected Health ProjectsPaulo E. S. Barbosa, Fabio Leite, Danilo Santos, Alex Figueiredo, Katia Galdino. 18-23 [doi]
• Towards a Multimodal Multisensory Cognitive Assessment FrameworkMira Niemann, Alexander Prange, Daniel Sonntag. 24-29 [doi]
• CoforDes: An Invariant Feature Extractor for the Drug Pill IdentificationMateus A. Vieira Neto, Joao W. M. de Souza, Pedro Pedrosa Rebouças Filho, Antonio W. de O. Rodrigues. 30-35 [doi]
• OpenEHR Modeling Applied to Eating Disorders in Clinical Practice: OpenEHR-Archetypes in Eating DisordersPriscila Alves Maranhão, Gustavo Marísio Bacelar-Silva, Duarte Nuno Gonçalves-Ferreira, Conceicao Calhau, Pedro Vieira-Marques, Marle Alvarenga, Ricardo João Cruz Correia. 36-41 [doi]
• mHealth: A Privacy Threat Analysis for Public Health Surveillance SystemsLeonardo H. Iwaya, Simone Fischer-Hübner, Rose-Mharie Åhlfeldt, Leonardo A. Martucci. 42-47 [doi]
• Rupture Status Classification of Intracranial Aneurysms Using Morphological ParametersUli Niemann, Philipp Berg, Annika Niemann, Oliver Beuing, Bernhard Preim, Myra Spiliopoulou, Sylvia Saalfeld. 48-53 [doi]
• Gender Detection from Spine X-Ray Images Using Deep LearningZhiyun Xue, Sivaramakrishnan Rajaraman, L. Rodney Long, Sameer K. Antani, George R. Thoma. 54-58 [doi]
• Machine Learning Applications to Epileptiform Activity Recognition in Rats after Traumatic Brain InjuryKonstantin Obukhov, Ivan A. Kershner, Ilya G. Komoltsev, Yury V. Obukhov. 59-64 [doi]
• Transformation of Temperature Timeseries into Features that Characterize Patients with Diabetic Autonomic Nerve DisorderRohith Ravindran, Uli Niemann, Silke Klose, Isabell Walter, Antao Ming, Peter R. Mertens, Myra Spiliopoulou. 65-70 [doi]
• RAFIKI: Retrieval-Based Application for Imaging and Knowledge InvestigationMarcos Roberto Nesso Junior, Mirela T. Cazzolato, Lucas C. Scabora, Paulo H. Oliveira, Gabriel Spadon, Jéssica Andressa de Souza, Willian D. Oliveira, Daniel Y. T. Chino, José F. Rodrigues Jr., Agma J. M. Traina, Caetano Traina. 71-76 [doi]
• Randomized G-Computation Models in Healthcare SystemsEmiliano Spera, Giovanni Gallo, Dario Allegra, Filippo Stanco, Andrea Maugeri, Annalisa Quattrocchi, Martina Barchitta, Antonella Agodi. 77-81 [doi]
• ICARUS: Retrieving Skin Ulcer Images through Bag-of-SignaturesDaniel Yoshinobu Takada Chino, Lucas de Carvalho Scabora, Mirela Teixeira Cazzolato, Ana Elisa Serafim Jorge, Caetano Traina, Agma Juci Machado Traina. 82-87 [doi]
• Building a Bayesian Network to Understand the Interplay of Variables in an Epidemiological Population-Based StudyParas Multani, Uli Niemann, Mario A. Cypko, Jens-Peter Kuehn, Henry Völzke, Steffen Oeltze-Jafra, Myra Spiliopoulou. 88-93 [doi]
• An Ophthalmology Clinical Decision Support System Based on Clinical Annotations, Ontologies and ImagesJose N. Galveia, Antonio Travassos, Luis A. da Silva Cruz. 94-99 [doi]
• MHealth and Serious Game Analytics for Cystic Fibrosis AdultsTamara Vagg, You Yuan Tan, Cathy Shortt, Claire Hickey, Barry J. Plant, Sabin Tabirca. 100-105 [doi]
• Predicting Disease Complications Using a Stepwise Hidden Variable Approach for Learning Dynamic Bayesian NetworksLeila Yousefi, Allan Tucker, Mashael Al-luhaybi, Lucia Sacchi, Riccardo Bellazzi, Luca Chiovato. 106-111 [doi]
• Finding Tinnitus Patients with Similar Evolution of Their Ecological Momentary AssessmentsLakshmi Prasath Muniandi, Winfried Schlee, Rüdiger Pryss, Manfred Reichert, Johannes Schobel, Robin Kraft, Myra Spiliopoulou. 112-117 [doi]
• A New Approach to Evaluation of Electroencephalograms Inter-Channel Phase SynchronizationRenata A. Tolmacheva, Yury V. Obukhov, Ludmila Zhavoronkova. 118-122 [doi]
• Ejection Fraction Classification in Transthoracic Echocardiography Using a Deep Learning ApproachJoão Figueira Silva, Jorge Miguel Silva, António Guerra, Sérgio Matos, Carlos Costa 0001. 123-128 [doi]
• Lateralisation Matters: Discrimination of TLE and MCI Based on SPHARM Description of Hippocampal ShapeMichael Liedlgruber, Kevin Butz, Yvonne Höller, Georgi Kuchukhidze, Alexandra Taylor, Ottavio Tomasi, Eugen Trinka, Andreas Uhl. 129-134 [doi]
• ISO Compliant Evaluation of a Teledermatology Structured Report System for the Brazilian Public HealthcareEduardo Beckhauser, Alexandre Savaris, Aldo von Wangenheim, Dirk Krechel. 135-140 [doi]
• Face De-Identification Service for Neuroimaging VolumesJorge Miguel Silva, António Guerra, João Figueira Silva, Eduardo Pinho, Carlos Costa 0001. 141-145 [doi]
• Usability Study on Mobile Processes Enabling Remote Therapeutic InterventionsMarc Schickler, Rüdiger Pryss, Winfried Schlee, Thomas Probst, Berthold Langguth, Johannes Schobel, Manfred Reichert. 146-151 [doi]
• Time-Scale 2D Representation of EEG Long-Term Records as a Convenient Instrument for Big Data Analysis in Neurology and PsychiatryViacheslav Antsiperov, Ilia Komoltsev. 152-157 [doi]
• DOCToR: The Role of Deep Features in Content-Based Mammographic Image RetrievalRafael Staiger Bressan, Daniel H. A. Alves, Lucas M. Valerio, Pedro Henrique Bugatti, Priscila T. M. Saito. 158-163 [doi]
• Finding Predictive EEG Complexity Features for Classification of Epileptic and Psychogenic Nonepileptic Seizures Using Imperialist Competitive AlgorithmNegar Ahmadi, Evelien Carrette, Albert P. Aldenkamp, Mykola Pechenizkiy. 164-169 [doi]
• Services Orchestration and Workflow Management in Distributed Medical Imaging EnvironmentsJoão Rafael Almeida, Tiago Marques Godinho, Luís A. Bastião Silva, Carlos Costa 0001, José Luís Oliveira. 170-175 [doi]
• Simplifying the Digitization of Clinical Protocols for Diabetes ManagementJoão Rafael Almeida, Joana Guimaraes, José Luís Oliveira. 176-181 [doi]
• Preliminary Assessment of an SFFS Method for Sub-Group Feature Identification in Heterogeneous Data SetsRonald C. Anderson, Mary C. Baker. 182-187 [doi]
• A FAIR Marketplace for Biomedical Data Custodians and Clinical ResearchersAlina Trifan, José Luís Oliveira. 188-193 [doi]
• Cluster Analysis to Detect Patterns of Drug Use from Routinely Collected Medical DataSara Khalid, M. Sanni Ali, Daniel Prieto-Alhambra. 194-198 [doi]
• Predicting Age of Onset in TTR-FAP Patients with Genealogical FeaturesMaria Pedroto, Alípio Jorge, João Mendes-Moreira, Teresa Coelho. 199-204 [doi]
• Non-Invasive Detection of Coronary Artery Disease Based on Clinical Information and Cardiovascular Signals: A Two-Stage Classification ApproachRohan Banerjee, Sakyajit Bhattacharya, Soma Bandyopadhyay, Arpan Pal, K. M. Mandana. 205-210 [doi]
• Augmenting Microsurgical Training: Microsurgical Instrument Detection Using Convolutional Neural NetworksTomi Leppanen, Hana Vrzakova, Roman Bednarik, Anssi Kanervisto, Antti-Pekka Elomaa, Antti Huotarinen, Piotr Bartczak, Mikael von und zu Fraunberg, Juha E. Jääskeläinen. 211-216 [doi]
• Current State of Interoperability in German Practice Management Systems: Insights from the TeleDerm ProjectOliver Bertram, Sven Dorflinger, Lucien Clin, Andreas Polanc, Roland Koch, Stefanie Joos, Christian Thies. 217-222 [doi]
• A (Lack of) Review on Cyber-Security and Privacy Concerns in Hearing AidsPanagiotis Katrakazas, Dimitrios D. Koutsouris. 223-226 [doi]
• Fundus Image Transformation Revisited: Towards Determining More Accurate RegistrationsDanilo Motta, Wallace Casaca, Afonso Paiva. 227-232 [doi]
• Blink-Based Estimation of Suturing Task Workload and Expertise in MicrosurgeryRoman Bednarik, Jani Koskinen, Hana Vrzakova, Piotr Bartczak, Antti-Pekka Elomaa. 233-238 [doi]
• Studying the Potential of Multi-Target Classification on Patient Screening Data to Predict Dropout CasesRajeev Motwani, Manfred Reichert, Sven Kalle, Rüdiger Pryss, Winfried Schlee, Thomas Probst, Berthold Langguth, Michael Landgrebe, Myra Spiliopoulou. 239-243 [doi]
• Lung Nodule Classification via Deep Transfer Learning in CT Lung ImagesRaul Victor Medeiros da Nobrega, Solon Alves Peixoto, Suane Pires P. da Silva, Pedro Pedrosa Rebouças Filho. 244-249 [doi]
• Exploratory Radiomics for Predicting Adaptive Radiotherapy in Non-Small Cell Lung CancerRosa Sicilia, Ermanno Cordelli, Sara Ramella, Michele Fiore, Carlo Greco, Elisabetta Molfese, Marianna Miele, Enrica Vinciguerra, Patrizia Cornacchione, Edy Ippolito, Rolando Maria D'Angelillo, Giulio Iannello, Paolo Soda. 250-255 [doi]
• A Portable System for On-Site Medical Spectral Imaging: Pre-Clinical Development and Early EvaluationPiotr Bartczak, Matti Iso-Mustajarvi, Hana Vrzakova, Roman Bednarik, Mikael von und zu Fraunberg, Antti-Pekka Elomaa. 256-261 [doi]
• Health Information Seeking among Young Adults in SwedenGuorun Porsteinsdottir, Bridget Kane. 262-267 [doi]
• Determining User Requirements for an Audiology Information SystemJulie Ann Gahan, Bridget Kane. 268-273 [doi]
• A Non-Invasive Blood Insulin and Glucose Monitoring System Based on Near-Infrared Spectroscopy with Remote Data LoggingShubhajit Roy Chowdhury, Bodhayan Nandi, Prosenjit Mondal. 274-279 [doi]
• Securing DICOM Images Based on Adaptive Pixel Thresholding ApproachQamar Natsheh, Ana Salagea, Eran A. Edirisinghe. 280-285 [doi]
• Spectral Video in Image-Guided Microsurgical Applications: Integrating Imaging Technology into the Clinical Environment and Ergonomic ConsiderationsPiotr Bartczak, Hana Vrzakova, Roman Bednarik, Matti Iso-Mustajarvi, Markku Hauta-Kasari, Juha E. Jääskeläinen, Mikael von und zu Fraunberg, Antti-Pekka Elomaa. 286-291 [doi]
• RE4CH: Requirements Engineering for Connected HealthPaulo E. S. Barbosa, Julia Queiroz, Danilo Santos, Alex Figueiredo, Fabio Leite, Katia Galdino. 292-297 [doi]
• Population Health Management Exploiting Machine Learning Algorithms to Identify High-Risk PatientsSilvia Panicacci, Massimiliano Donati, Luca Fanucci, Irene Bellin, Francesco Profili, Paolo Francesconi. 298-303 [doi]
• Monitoring the Effectiveness of Clinical Guidelines: Is the Recommendation Still Valid?Federico Bolelli, Federico Pollastri, Roberto Paredes Palacios. 304-309 [doi]
• Attitude Estimation for Posture Detection in eHealth ServicesGrégoire Lefebvre, Aida Makni. 310-315 [doi]
• Motor Activity Based Classification of Depression in Unipolar and Bipolar PatientsEnrique Garcia-Ceja, Michael Riegler, Petter Jakobsen, Jim Tørresen, Tine Nordgreen, Ketil J. Oedegaard, Ole Bernt Fasmer. 316-321 [doi]
• Phenotyping Diagnosis: Identification of Diagnostic PathsGordon Dri, Leibao Qi, Anthony Solomonides, Arnab Bose. 322-327 [doi]
• Business Process Modelling for a Greek Hospital's Medical Equipment Data CenterPanagiotis Katrakazas, Vassilia Costarides, Marilena Tarousi, Manolis Christodoulakis, Petros Toumpaniaris, Sotiris Pavlopoulos, Dimitra Iliopoulou, Dimitrios D. Koutsouris. 328-332 [doi]
• Hospital 4.0 and Its Innovation in Methodologies and TechnologiesPierangelo Afferni, Mario Merone, Paolo Soda. 333-338 [doi]
• Streamlining Payment Workflows Using a Patient Wallet for Hospital Information SystemsPriyesh Ranjan, Sumit Soman, Amit Kumar Ateria, Praveen K. Srivastava. 339-344 [doi]
• Classification of Alzheimer Disease on Imaging Modalities with Deep CNNs Using Cross-Modal Transfer LearningKarim Aderghal, Alexander Khvostikov, Andrei Krylov, Jenny Benois-Pineau, Karim Afdel, Gwenaelle Catheline. 345-350 [doi]
• A Novel Gastric Ulcer Differentiation System Using Convolutional Neural NetworksJee-Young Sun, Sang-Won Lee, Mun-Cheon Kang, Seung Wook Kim, Seung Young Kim, Sung Jea Ko. 351-356 [doi]
• Region of Interest Detection in Fundus Images Using Deep Learning and Blood Vessel InformationJongwoo Kim, Sema Candemir, Emily Y. Chew, George R. Thoma. 357-362 [doi]
• Dissecting Deep Neural Networks for Better Medical Image Classification and Classification UnderstandingSteven Alexander Hicks, Michael Riegler, Konstantin Pogorelov, Kim V. Anonsen, Thomas de Lange, Dag Johansen, Mattis Jeppsson, Kristin Ranheim Randel, Sigrun Losada Eskeland, Pål Halvorsen. 363-368 [doi]
• Early and Late Fusion of Temporal Information for Classification of Surgical Actions in Laparoscopic GynecologyStefan Petscharnig, Klaus Schöffmann, Jenny Benois-Pineau, Souad Chaabouni, Jörg Keckstein. 369-374 [doi]
• Biomedical Image Segmentation Using Fully Convolutional Networks on TrueNorthIndranil Palit, Lin Yang, Yue Ma 0001, Danny Z. Chen, Michael T. Niemier, Jinjun Xiong, Xiaobo Sharon Hu. 375-380 [doi]
• Deep Learning and Hand-Crafted Feature Based Approaches for Polyp Detection in Medical VideosKonstantin Pogorelov, Olga Ostroukhova, Mattis Jeppsson, Håvard Espeland, Carsten Griwodz, Thomas de Lange, Dag Johansen, Michael Riegler, Pål Halvorsen. 381-386 [doi]
• Finding Groups in Obstructive Sleep Apnea Patients: A Categorical Cluster AnalysisDaniela Ferreira Santos, Pedro Pereira Rodrigues. 387-392 [doi]
• STMC: Semantic Tag Medical Concept Using Word2Vec RepresentationIgnacio Martinez Soriano, Juan Luis Castro Peña. 393-398 [doi]
• Evaluating Wikipedia as a Source of Information for Disease UnderstandingEduardo P. Garcia del Valle, Gerardo Lagunes Garcia, Lucia Prieto Santamaria, Massimiliano Zanin, Ernestina Menasalvas Ruiz, Alejandro Rodríguez González. 399-404 [doi]
• Extracting Adverse Drug Effects from User Experiences: A BaselineDiogo Abrantes, João Cordeiro. 405-410 [doi]
• Differences between Android and iOS Users of the TrackYourTinnitus Mobile Crowdsensing mHealth PlatformRüdiger Pryss, Manfred Reichert, Winfried Schlee, Myra Spiliopoulou, Berthold Langguth, Thomas Probst. 411-416 [doi]
• Implementation of a Situation Aware and Real-Time Approach for Decision Support in Online Surgery SchedulingNorman Spangenberg, Christoph Augenstein, Bogdan Franczyk, Moritz Wilke. 417-421 [doi]
• Computerised Interpretation Systems for Cardiotocography for Both Home and Hospital UsesYu Lu 0001, Yongjie Gao, Yuyang Xie, Shunan He. 422-427 [doi]
• SIPRAD: A Radiotherapy Planning System (RTPS)Diego Fiori de Carvalho, José Antonio Camacho Guerrero, Andrey Omar Mozo Uscamayta, Heleno Murilo Campeao Vale, Harley Francisco de Oliveira. 428-433 [doi]
• Uncertainty in Noise-Driven Steady-State Neuromorphic Network for ECG Data ClassificationAmir Zjajo, Johan Mes, Eralp Kolagasioglu, Sumeet S. Kumar, Rene van Leuken. 434-435 [doi]
• Mandatory Datasets - Storing the ICHOM Lung Cancer Data Collection in an OISAlexis A. Miller. 436-437 [doi]
• A Surface Electromyography Based Serious Game for Increasing Patient Participation to Physiotherapy and Rehabilitation Treatment Following Anterior Cruciate and Medial Collateral Ligaments OperationsTugba Gunaydin, Reis Burak Arslan, Betul Birik, Yasemin Cirak, Nurgul Durustkan Elbasi. 438-439 [doi]
• Towards FHR Biometric Identification: A Comparison between Compression and Entropy Based ApproachesLuísa Castro, Andreia Teixeira, Susana Brás, Marcelo Santos, Cristina Costa-Santos. 440-441 [doi]
• Improving Skin Lesion Segmentation with Generative Adversarial NetworksFederico Bolelli, Federico Pollastri, Roberto Paredes Palacios, Costantino Grana. 442-443 [doi]
• Software Quality Evaluation of a Low-Cost Multimodal Telemedicine and Telehealth StationEduardo Beckhauser, Vinicius A. Petrolini, Aldo von Wangenheim, Alexandre Savaris, Dirk Krechel. 444-445 [doi]
• Telerehabilitation System for Personalized Exercise Engagement of Patients with Multiple SclerosisJiazhen Liu, Joseph Finkelstein. 446-447 [doi]