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31st 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
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
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
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
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
Rupture Status Classification of Intracranial Aneurysms Using Morphological Parameters. 48-53 - Zhiyun Xue, Sivaramakrishnan Rajaraman
Gender Detection from Spine X-Ray Images Using Deep Learning. 54-58 - Konstantin Obukhov, Ivan A. Kershner
Machine Learning Applications to Epileptiform Activity Recognition in Rats after Traumatic Brain Injury. 59-64 - Rohith Ravindran, Uli Niemann
Transformation of Temperature Timeseries into Features that Characterize Patients with Diabetic Autonomic Nerve Disorder. 65-70 - Marcos Roberto Nesso Junior, Mirela T. Cazzolato
RAFIKI: Retrieval-Based Application for Imaging and Knowledge Investigation. 71-76 - Emiliano Spera, Giovanni Gallo
Randomized G-Computation Models in Healthcare Systems. 77-81 - Daniel Yoshinobu Takada Chino, Lucas de Carvalho Scabora, Mirela Teixeira Cazzolato
ICARUS: Retrieving Skin Ulcer Images through Bag-of-Signatures. 82-87 - Paras Multani, Uli Niemann
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
Predicting Disease Complications Using a Stepwise Hidden Variable Approach for Learning Dynamic Bayesian Networks. 106-111 - Lakshmi Prasath Muniandi, Winfried Schlee
Finding Tinnitus Patients with Similar Evolution of Their Ecological Momentary Assessments. 112-117 - Renata A. Tolmacheva
A New Approach to Evaluation of Electroencephalograms Inter-Channel Phase Synchronization. 118-122 - João Figueira Silva, Jorge Miguel Silva
Ejection Fraction Classification in Transthoracic Echocardiography Using a Deep Learning Approach. 123-128 - Michael Liedlgruber
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
Face De-Identification Service for Neuroimaging Volumes. 141-145 - Marc Schickler, Rüdiger Pryss
Usability Study on Mobile Processes Enabling Remote Therapeutic Interventions. 146-151 - Viacheslav E. Antsiperov
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
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
Services Orchestration and Workflow Management in Distributed Medical Imaging Environments. 170-175 - João Rafael Almeida
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
A FAIR Marketplace for Biomedical Data Custodians and Clinical Researchers. 188-193 - Sara Khalid
Cluster Analysis to Detect Patterns of Drug Use from Routinely Collected Medical Data. 194-198 - Maria Pedroto
Predicting Age of Onset in TTR-FAP Patients with Genealogical Features. 199-204 - Rohan Banerjee, Sakyajit Bhattacharya, Soma Bandyopadhyay, Arpan Pal
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
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
A (Lack of) Review on Cyber-Security and Privacy Concerns in Hearing Aids. 223-226 - Danilo Motta, Wallace Casaca
Fundus Image Transformation Revisited: Towards Determining More Accurate Registrations. 227-232 - Roman Bednarik, Jani Koskinen, Hana Vrzakova
Blink-Based Estimation of Suturing Task Workload and Expertise in Microsurgery. 233-238 - Rajeev Motwani, Manfred Reichert, Sven Kalle, Rüdiger Pryss
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
Lung Nodule Classification via Deep Transfer Learning in CT Lung Images. 244-249 - Rosa Sicilia
Exploratory Radiomics for Predicting Adaptive Radiotherapy in Non-Small Cell Lung Cancer. 250-255 - Piotr Bartczak, Matti Iso-Mustajarvi
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
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
RE4CH: Requirements Engineering for Connected Health. 292-297 - Silvia Panicacci
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
Business Process Modelling for a Greek Hospital's Medical Equipment Data Center. 328-332 - Pierangelo Afferni, Mario Merone
Hospital 4.0 and Its Innovation in Methodologies and Technologies. 333-338 - Priyesh Ranjan, Sumit Soman
Streamlining Payment Workflows Using a Patient Wallet for Hospital Information Systems. 339-344 - Karim Aderghal, Alexander V. Khvostikov, Andrei S. Krylov, Jenny Benois-Pineau
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
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
Dissecting Deep Neural Networks for Better Medical Image Classification and Classification Understanding. 363-368 - Stefan Petscharnig, Klaus Schöffmann, Jenny Benois-Pineau
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
Biomedical Image Segmentation Using Fully Convolutional Networks on TrueNorth. 375-380 - Konstantin Pogorelov, Olga Ostroukhova, Mattis Jeppsson, Håvard Espeland, Carsten Griwodz, Thomas de Lange
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
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
Evaluating Wikipedia as a Source of Information for Disease Understanding. 399-404 - Diogo Abrantes
Extracting Adverse Drug Effects from User Experiences: A Baseline. 405-410 - Rüdiger Pryss
Differences between Android and iOS Users of the TrackYourTinnitus Mobile Crowdsensing mHealth Platform. 411-416
Industry Track
- Norman Spangenberg, Christoph Augenstein
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
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
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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