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