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ORCID31st CBMS 2018: Karlstad, Sweden
- Jaakko Hollmén, Carolyn McGregor, Paolo Soda, Bridget Kane:
31st IEEE International Symposium on Computer-Based Medical Systems, CBMS 2018, Karlstad, Sweden, June 18-21, 2018. IEEE Computer Society 2018, ISBN 978-1-5386-6060-7
Main Track
- Galina Portnova:
Age Changes of EEG during Photo- and Auditory Low-Frequency Stimulation and Assessment of fatigue. 1-5 - Henrique Dias Pereira dos Santos, Ana Helena D. P. S. Ulbrich, Vinicius Woloszyn, Renata Vieira
:
An Initial Investigation of the Charlson Comorbidity Index Regression Based on Clinical Notes. 6-11 - Sudanthi N. R. Wijewickrema, Bridget Copson, Xingjun Ma, Robert Briggs, James Bailey, Gregor E. Kennedy, Stephen J. O'Leary:
Development and Validation of a Virtual Reality Tutor to Teach Clinically Oriented Surgical Anatomy of the Ear. 12-17 - Paulo E. S. Barbosa, Fabio Leite, Danilo Santos, Alex Figueiredo, Katia Elizabete Galdino:
Introducing Traceability Information Models in Connected Health Projects. 18-23 - Mira Niemann, Alexander Prange, Daniel Sonntag:
Towards a Multimodal Multisensory Cognitive Assessment Framework. 24-29 - Mateus A. Vieira Neto, João W. M. de Souza, Pedro Pedrosa Rebouças Filho, Antonio Wendell De Oliveira Rodrigues:
CoforDes: An Invariant Feature Extractor for the Drug Pill Identification. 30-35 - Priscila Alves Maranhão, Gustavo Marísio Bacelar-Silva, Duarte Nuno Gonçalves-Ferreira, Conceição Calhau, Pedro Vieira-Marques, Marle Alvarenga, Ricardo João Cruz Correia:
OpenEHR Modeling Applied to Eating Disorders in Clinical Practice: OpenEHR-Archetypes in Eating Disorders. 36-41 - Leonardo H. Iwaya, Simone Fischer-Hübner, Rose-Mharie Åhlfeldt, Leonardo A. Martucci:
mHealth: A Privacy Threat Analysis for Public Health Surveillance Systems. 42-47 - Uli Niemann, Philipp Berg, Annika Niemann, Oliver Beuing, Bernhard Preim, Myra Spiliopoulou, Sylvia Saalfeld:
Rupture Status Classification of Intracranial Aneurysms Using Morphological Parameters. 48-53 - Zhiyun Xue, Sivaramakrishnan Rajaraman, L. Rodney Long, Sameer K. Antani, George R. Thoma:
Gender Detection from Spine X-Ray Images Using Deep Learning. 54-58 - Konstantin Obukhov, Ivan A. Kershner, Ilya G. Komoltsev, Yury V. Obukhov:
Machine Learning Applications to Epileptiform Activity Recognition in Rats after Traumatic Brain Injury. 59-64 - Rohith Ravindran, Uli Niemann, Silke Klose, Isabell Walter, Antao Ming, Peter R. Mertens, Myra Spiliopoulou:
Transformation of Temperature Timeseries into Features that Characterize Patients with Diabetic Autonomic Nerve Disorder. 65-70 - Marcos 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:
RAFIKI: Retrieval-Based Application for Imaging and Knowledge Investigation. 71-76 - Emiliano Spera, Giovanni Gallo, Dario Allegra, Filippo Stanco, Andrea Maugeri, Annalisa Quattrocchi, Martina Barchitta, Antonella Agodi:
Randomized G-Computation Models in Healthcare Systems. 77-81 - Daniel Yoshinobu Takada Chino, Lucas de Carvalho Scabora, Mirela Teixeira Cazzolato, Ana Elisa Serafim Jorge, Caetano Traina, Agma Juci Machado Traina:
ICARUS: Retrieving Skin Ulcer Images through Bag-of-Signatures. 82-87 - Paras Multani, Uli Niemann, Mario A. Cypko, Jens-Peter Kuehn, Henry Völzke, Steffen Oeltze-Jafra, Myra Spiliopoulou:
Building a Bayesian Network to Understand the Interplay of Variables in an Epidemiological Population-Based Study. 88-93 - José Nuno Galveia, António Travassos, Luís Alberto da Silva Cruz:
An Ophthalmology Clinical Decision Support System Based on Clinical Annotations, Ontologies and Images. 94-99 - Tamara Vagg, You Yuan Tan, Cathy Shortt, Claire Hickey, Barry J. Plant, Sabin Tabirca:
MHealth and Serious Game Analytics for Cystic Fibrosis Adults. 100-105 - Leila Yousefi, Allan Tucker, Mashael Al-Luhaybi, Lucia Sacchi, Riccardo Bellazzi, Luca Chiovato:
Predicting Disease Complications Using a Stepwise Hidden Variable Approach for Learning Dynamic Bayesian Networks. 106-111 - Lakshmi Prasath Muniandi, Winfried Schlee, Rüdiger Pryss, Manfred Reichert, Johannes Schobel, Robin Kraft, Myra Spiliopoulou:
Finding Tinnitus Patients with Similar Evolution of Their Ecological Momentary Assessments. 112-117 - Renata A. Tolmacheva, Yury V. Obukhov, Ludmila Zhavoronkova:
A New Approach to Evaluation of Electroencephalograms Inter-Channel Phase Synchronization. 118-122 - João Figueira Silva, Jorge Miguel Silva, António Guerra, Sérgio Matos, Carlos Costa:
Ejection Fraction Classification in Transthoracic Echocardiography Using a Deep Learning Approach. 123-128 - Michael Liedlgruber, Kevin Butz, Yvonne Höller, Georgi Kuchukhidze, Alexandra Taylor, Ottavio Tomasi, Eugen Trinka, Andreas Uhl:
Lateralisation Matters: Discrimination of TLE and MCI Based on SPHARM Description of Hippocampal Shape. 129-134 - Eduardo Beckhauser, Alexandre Savaris, Aldo von Wangenheim, Dirk Krechel:
ISO Compliant Evaluation of a Teledermatology Structured Report System for the Brazilian Public Healthcare. 135-140 - Jorge Miguel Silva, António Guerra, João Figueira Silva, Eduardo Pinho, Carlos Costa:
Face De-Identification Service for Neuroimaging Volumes. 141-145 - Marc Schickler, Rüdiger Pryss, Winfried Schlee, Thomas Probst, Berthold Langguth, Johannes Schobel, Manfred Reichert:
Usability Study on Mobile Processes Enabling Remote Therapeutic Interventions. 146-151 - Viacheslav E. Antsiperov, Ilya G. Komoltsev:
Time-Scale 2D Representation of EEG Long-Term Records as a Convenient Instrument for Big Data Analysis in Neurology and Psychiatry. 152-157 - Rafael Staiger Bressan, Daniel H. A. Alves, Lucas M. Valério, Pedro Henrique Bugatti, Priscila T. M. Saito:
DOCToR: The Role of Deep Features in Content-Based Mammographic Image Retrieval. 158-163 - Negar Ahmadi, Evelien Carrette, Albert P. Aldenkamp, Mykola Pechenizkiy:
Finding Predictive EEG Complexity Features for Classification of Epileptic and Psychogenic Nonepileptic Seizures Using Imperialist Competitive Algorithm. 164-169 - João Rafael Almeida, Tiago Marques Godinho, Luís A. Bastião Silva, Carlos Costa, José Luís Oliveira:
Services Orchestration and Workflow Management in Distributed Medical Imaging Environments. 170-175 - João Rafael Almeida, Joana Guimaraes, José Luís Oliveira:
Simplifying the Digitization of Clinical Protocols for Diabetes Management. 176-181 - Ronald C. Anderson, Mary C. Baker:
Preliminary Assessment of an SFFS Method for Sub-Group Feature Identification in Heterogeneous Data Sets. 182-187 - Alina Trifan, José Luís Oliveira:
A FAIR Marketplace for Biomedical Data Custodians and Clinical Researchers. 188-193 - Sara Khalid, M. Sanni Ali, Daniel Prieto-Alhambra:
Cluster Analysis to Detect Patterns of Drug Use from Routinely Collected Medical Data. 194-198 - Maria Pedroto, Alípio Jorge, João Mendes-Moreira, Teresa Coelho:
Predicting Age of Onset in TTR-FAP Patients with Genealogical Features. 199-204 - Rohan Banerjee, Sakyajit Bhattacharya, Soma Bandyopadhyay, Arpan Pal, K. M. Mandana:
Non-Invasive Detection of Coronary Artery Disease Based on Clinical Information and Cardiovascular Signals: A Two-Stage Classification Approach. 205-210 - Tomi Leppanen, Hana Vrzakova, Roman Bednarik, Anssi Kanervisto, Antti-Pekka Elomaa, Antti Huotarinen, Piotr Bartczak, Mikael von und zu Fraunberg, Juha E. Jääskeläinen:
Augmenting Microsurgical Training: Microsurgical Instrument Detection Using Convolutional Neural Networks. 211-216 - Oliver Bertram, Sven Dörflinger, Lucien Clin, Andreas Polanc, Roland Koch, Stefanie Joos, Christian Thies:
Current State of Interoperability in German Practice Management Systems: Insights from the TeleDerm Project. 217-222 - Panagiotis Katrakazas, Dimitrios D. Koutsouris:
A (Lack of) Review on Cyber-Security and Privacy Concerns in Hearing Aids. 223-226 - Danilo Motta, Wallace Casaca, Afonso Paiva:
Fundus Image Transformation Revisited: Towards Determining More Accurate Registrations. 227-232 - Roman Bednarik, Jani Koskinen, Hana Vrzakova, Piotr Bartczak, Antti-Pekka Elomaa:
Blink-Based Estimation of Suturing Task Workload and Expertise in Microsurgery. 233-238 - Rajeev Motwani, Manfred Reichert, Sven Kalle, Rüdiger Pryss, Winfried Schlee, Thomas Probst, Berthold Langguth, Michael Landgrebe, Myra Spiliopoulou:
Studying the Potential of Multi-Target Classification on Patient Screening Data to Predict Dropout Cases. 239-243 - Raul Victor Medeiros da Nóbrega, Solon Alves Peixoto, Suane Pires P. da Silva, Pedro Pedrosa Rebouças Filho:
Lung Nodule Classification via Deep Transfer Learning in CT Lung Images. 244-249 - Rosa 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:
Exploratory Radiomics for Predicting Adaptive Radiotherapy in Non-Small Cell Lung Cancer. 250-255 - Piotr Bartczak, Matti Iso-Mustajarvi, Hana Vrzakova, Roman Bednarik, Mikael von und zu Fraunberg, Antti-Pekka Elomaa:
A Portable System for On-Site Medical Spectral Imaging: Pre-Clinical Development and Early Evaluation. 256-261 - Guorun Porsteinsdottir, Bridget Kane:
Health Information Seeking among Young Adults in Sweden. 262-267 - Julie Ann Gahan, Bridget Kane:
Determining User Requirements for an Audiology Information System. 268-273 - Shubhajit Roy Chowdhury, Bodhayan Nandi, Prosenjit Mondal:
A Non-Invasive Blood Insulin and Glucose Monitoring System Based on Near-Infrared Spectroscopy with Remote Data Logging. 274-279 - Qamar Natsheh, Ana Salagea, Eran A. Edirisinghe:
Securing DICOM Images Based on Adaptive Pixel Thresholding Approach. 280-285 - Piotr Bartczak, Hana Vrzakova, Roman Bednarik, Matti Iso-Mustajarvi, Markku Hauta-Kasari, Juha E. Jääskeläinen, Mikael von und zu Fraunberg, Antti-Pekka Elomaa:
Spectral Video in Image-Guided Microsurgical Applications: Integrating Imaging Technology into the Clinical Environment and Ergonomic Considerations. 286-291
Hospital 4.0 Track
- Paulo E. S. Barbosa, Julia Queiroz, Danilo Santos, Alex Figueiredo, Fabio Leite, Katia Elizabete Galdino:
RE4CH: Requirements Engineering for Connected Health. 292-297 - Silvia Panicacci, Massimiliano Donati, Luca Fanucci, Irene Bellin, Francesco Profili, Paolo Francesconi:
Population Health Management Exploiting Machine Learning Algorithms to Identify High-Risk Patients. 298-303 - Federico Bolelli, Federico Pollastri, Roberto Paredes Palacios:
Monitoring the Effectiveness of Clinical Guidelines: Is the Recommendation Still Valid? 304-309 - Grégoire Lefebvre, Aida Makni:
Attitude Estimation for Posture Detection in eHealth Services. 310-315 - Enrique Garcia-Ceja, Michael Riegler, Petter Jakobsen, Jim Tørresen, Tine Nordgreen, Ketil J. Oedegaard, Ole Bernt Fasmer:
Motor Activity Based Classification of Depression in Unipolar and Bipolar Patients. 316-321 - Gordon Dri, Leibao Qi, Anthony Solomonides, Arnab Bose:
Phenotyping Diagnosis: Identification of Diagnostic Paths. 322-327 - Panagiotis Katrakazas, Vassilia Costarides, Marilena Tarousi, Manolis Christodoulakis, Petros Toumpaniaris, Sotiris Pavlopoulos, Dimitra Iliopoulou, Dimitrios D. Koutsouris:
Business Process Modelling for a Greek Hospital's Medical Equipment Data Center. 328-332 - Pierangelo Afferni, Mario Merone, Paolo Soda:
Hospital 4.0 and Its Innovation in Methodologies and Technologies. 333-338 - Priyesh Ranjan, Sumit Soman, Amit Kumar Ateria, Praveen K. Srivastava:
Streamlining Payment Workflows Using a Patient Wallet for Hospital Information Systems. 339-344 - Karim Aderghal, Alexander V. Khvostikov, Andrei S. Krylov, Jenny Benois-Pineau, Karim Afdel, Gwenaelle Catheline:
Classification of Alzheimer Disease on Imaging Modalities with Deep CNNs Using Cross-Modal Transfer Learning. 345-350 - Jee-Young Sun, Sang-Won Lee, Mun-Cheon Kang, Seung-Wook Kim, Seung-Young Kim, Sung-Jea Ko:
A Novel Gastric Ulcer Differentiation System Using Convolutional Neural Networks. 351-356 - Jongwoo Kim, Sema Candemir, Emily Y. Chew, George R. Thoma:
Region of Interest Detection in Fundus Images Using Deep Learning and Blood Vessel Information. 357-362 - Steven Alexander Hicks, Michael Riegler, Konstantin Pogorelov, Kim V. Anonsen, Thomas de Lange, Dag Johansen, Mattis Jeppsson, Kristin Ranheim Randel, Sigrun Losada Eskeland, Pål Halvorsen:
Dissecting Deep Neural Networks for Better Medical Image Classification and Classification Understanding. 363-368 - Stefan Petscharnig, Klaus Schöffmann, Jenny Benois-Pineau, Souad Chaabouni, Jörg Keckstein:
Early and Late Fusion of Temporal Information for Classification of Surgical Actions in Laparoscopic Gynecology. 369-374 - Indranil Palit, Lin Yang, Yue Ma, Danny Z. Chen, Michael T. Niemier, Jinjun Xiong, Xiaobo Sharon Hu:
Biomedical Image Segmentation Using Fully Convolutional Networks on TrueNorth. 375-380 - Konstantin Pogorelov, Olga Ostroukhova, Mattis Jeppsson, Håvard Espeland, Carsten Griwodz, Thomas de Lange, Dag Johansen, Michael Riegler, Pål Halvorsen:
Deep Learning and Hand-Crafted Feature Based Approaches for Polyp Detection in Medical Videos. 381-386
Social Data and Medical Data Analytics Track
- Daniela Ferreira Santos, Pedro Pereira Rodrigues:
Finding Groups in Obstructive Sleep Apnea Patients: A Categorical Cluster Analysis. 387-392 - Ignacio Martinez Soriano, Juan Luis Castro Peña:
STMC: Semantic Tag Medical Concept Using Word2Vec Representation. 393-398 - Eduardo P. García del Valle, Gerardo Lagunes García, Lucía Prieto Santamaría, Massimiliano Zanin, Ernestina Menasalvas Ruiz, Alejandro Rodríguez González:
Evaluating Wikipedia as a Source of Information for Disease Understanding. 399-404 - Diogo Abrantes, João Cordeiro:
Extracting Adverse Drug Effects from User Experiences: A Baseline. 405-410 - Rüdiger Pryss, Manfred Reichert, Winfried Schlee, Myra Spiliopoulou, Berthold Langguth, Thomas Probst:
Differences between Android and iOS Users of the TrackYourTinnitus Mobile Crowdsensing mHealth Platform. 411-416
Industry Track
- Norman Spangenberg, Christoph Augenstein, Bogdan Franczyk, Moritz Wilke:
Implementation of a Situation Aware and Real-Time Approach for Decision Support in Online Surgery Scheduling. 417-421 - Yu Lu, Yongjie Gao, Yuyang Xie, Shunan He:
Computerised Interpretation Systems for Cardiotocography for Both Home and Hospital Uses. 422-427 - Diego Fiori de Carvalho, José Antonio Camacho Guerrero, Andrey Omar Mozo Uscamayta, Heleno Murilo Campeão Vale, Harley Francisco de Oliveira:
SIPRAD: A Radiotherapy Planning System (RTPS). 428-433
Skyline Track
- Amir Zjajo, Johan Mes, Eralp Kolagasioglu, Sumeet S. Kumar, Rene van Leuken:
Uncertainty in Noise-Driven Steady-State Neuromorphic Network for ECG Data Classification. 434-435 - Alexis A. Miller:
Mandatory Datasets - Storing the ICHOM Lung Cancer Data Collection in an OIS. 436-437 - Tugba Günaydin, Reis Burak Arslan, Betul Birik, Yasemin Cirak, Nurgul Durustkan Elbasi:
A Surface Electromyography Based Serious Game for Increasing Patient Participation to Physiotherapy and Rehabilitation Treatment Following Anterior Cruciate and Medial Collateral Ligaments Operations. 438-439 - Luísa Castro, Andreia Teixeira, Susana Brás, Marcelo Santos, Cristina Costa-Santos:
Towards FHR Biometric Identification: A Comparison between Compression and Entropy Based Approaches. 440-441 - Federico Bolelli, Federico Pollastri, Roberto Paredes Palacios, Costantino Grana:
Improving Skin Lesion Segmentation with Generative Adversarial Networks. 442-443 - Eduardo Beckhauser, Vinicius A. Petrolini, Aldo von Wangenheim, Alexandre Savaris, Dirk Krechel:
Software Quality Evaluation of a Low-Cost Multimodal Telemedicine and Telehealth Station. 444-445 - Jiazhen Liu, Joseph Finkelstein:
Telerehabilitation System for Personalized Exercise Engagement of Patients with Multiple Sclerosis. 446-447
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