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ORCID32nd CBMS 2019: Cordoba, Spain
- 32nd IEEE International Symposium on Computer-Based Medical Systems, CBMS 2019, Cordoba, Spain, June 5-7, 2019. IEEE 2019, ISBN 978-1-7281-2286-1
Allocated Session (Papers)
Research Projects Track
- Lydia Montandon, Dimosthenis Kyriazis, Zoe Valero-Ramon, Carlos Fernández-Llatas
, Vicente Traver:
CrowdHEALTH - Collective Wisdom Driving Public Health Policies. 1-3 - Dietmar Fernández-Orth, Audald Lloret-Villas, Jordi Rambla De Argila:
European Genome-Phenome Archive (EGA) - Granular Solutions for the Next 10 Years. 4-6 - Jeppe Høy Christensen, Niels Henrik Pontoppidan:
EVOTION - Big Data Supporting Public Hearing Health Policies. 7-8
Software Systems in Medicine
- Sofía Ahufinger, Pilar Herrero:
3D Brain Connectivity Visualization for Medical Systems. 9-13 - Allan Calderon, Aurora Pérez-Pérez, Juan Pedro Valente:
ECG Feature Extraction and Ventricular Fibrillation (VF) Prediction using Data Mining Techniques. 14-19 - Lukas Kohout, Manuel Butz, Wilhelm Stork:
Using Acceleration Data for Detecting Temporary Cognitive Overload in Health Care Exemplified Shown in a Pill Sorting Task. 20-25
Computer-based Solutions in Clinical Decision Support
- Jie Wang, Hairong Lv, Rui Jiang, Zhen Xie:
Rule-Based Method to Develop Question-Answer Dataset from Chest X-Ray Reports. 26-31 - David C. Wong, Samuel D. Relton, Hui Fang, Rami Qhawaji, Christopher D. Graham, Jane E. Alty, Stefan Williams:
Supervised Classification of Bradykinesia for Parkinson's Disease Diagnosis from Smartphone Videos. 32-37 - Alejandro Baldominos, Hasan Ogul, Ricardo Colomo Palacios:
Infection Diagnosis using Biomedical Signals in Small Data Scenarios. 38-43
Data Analysis, Knowledge Discovery and Knowledge Representation
- Gopabandhu Hota, Abhilash Nandy, Kshitiz Goel, Dishank Yadav, Saumo Pal, Ankush Roy:
An Adaptive Anaphylaxis Detection and Emergency Response System. 44-49 - Diego Perna, Andrea Tagarelli:
Deep Auscultation: Predicting Respiratory Anomalies and Diseases via Recurrent Neural Networks. 50-55 - Gilvan Veras Magalhães Júnior, João Paulo Albuquerque Vieira, Roney Lira de Sales Santos, Jardeson Leandro Nascimento Barbosa, Pedro de Alcântara dos Santos Neto, Raimundo Santos Moura:
A Study of the Influence of Textual Features in Learning Medical Prior Authorization. 56-61
Research Projects Track
- Manuel Ottaviano, María Fernanda Cabrera-Umpiérrez, María Teresa Arredondo Waldmeyer:
PULSE: Participatory Urban Living for Sustainable Environment. 62-63 - Anastasios Delopoulos:
Big Data Against Childhood Obesity, the BigO Project. 64-66 - Laura Lopez-Perez, Liss Hernández, Manuel Ottaviano, Elena Martinelli, Tito Poli, Lisa Licitra, María Teresa Arredondo, Giuseppe Fico:
BD2Decide: Big Data and Models for Personalized Head and Neck Cancer Decision Support. 67-68
Software Systems in Medicine
- Marjan Najafabadipour, Massimiliano Zanin, Alejandro Rodríguez González, Consuelo Gonzalo-Martín, Beatriz Nuñez García, Virginia Calvo, Juan Luis Cruz-Bermúdez, Mariano Provencio, Ernestina Menasalvas:
Recognition of Time Expressions in Spanish Electronic Health Records. 69-74 - Muntazir Mehdi, Denis Schwager, Rüdiger Pryss, Winfried Schlee, Manfred Reichert, Franz J. Hauck:
Towards Automated Smart Mobile Crowdsensing for Tinnitus Research. 75-80 - William Drew, Timothy Denison, Scott Stanslaski:
A Translational Wireless Deep Brain Stimulation Monitoring System for Chronic Brain Signal Recording to Automate Neural Disorder Onset Recording. 81-86
Computer-based Solutions in Clinical Decision Support
- Hasan Ogul, Alejandro Baldominos, Tunç Asuroglu, Ricardo Colomo Palacios:
On Computer-Aided Prognosis of Septic Shock from Vital Signs. 87-92 - Bashir I. Dodo, Yongmin Li, Allan Tucker, Djibril Kaba, Xiaohui Liu:
Retinal OCT Segmentation Using Fuzzy Region Competition and Level Set Methods. 93-98 - William Hulme, Charlotte Stockton-Powdrell, Shôn Lewis, Glen P. Martin, Sandra Bucci, Bijan Parsia, Alexander J. Casson, Ibrahim Habli, Niels Peek:
Cluster Hidden Markov Models: An Application to Ecological Momentary Assessment of Schizophrenia. 99-103
Research Projects Track
- Michaela M. Black, Jonathan G. Wallace, Debbie Rankin, Paul Carlin, Raymond R. Bond, Maurice D. Mulvenna, Brian Cleland, Scott Fischaber, Gorka Epelde, Gorana Nikolic, Juha Pajula, Regina Connolly:
Meaningful Integration of Data, Analytics and Services of Computer-Based Medical Systems: The MIDAS Touch. 104-105 - Anastasia Krithara, Fotis Aisopos, Vassiliki Rentoumi, Anastasios Nentidis, Konstantinos Bougiatiotis, Maria-Esther Vidal, Ernestina Menasalvas, Alejandro Rodríguez González, Eleftherios Samaras, Peter Garrard, Maria Torrente, Mariano Provencio Pulla, Nikos Dimakopoulos, Rui Mauricio, Jordi Rambla De Argila, Gian Gaetano Tartaglia, George Paliouras:
iASiS: Towards Heterogeneous Big Data Analysis for Personalized Medicine. 106-111 - Nekane Larburu, Naiara Muro, Iván Macía:
DESIREE DEMO - A Web-Based Software Ecosystem for the Personalized, Collaborative and Multidisciplinary Management of Primary Breast Cancer. 112-113
Data Analysis, Knowledge Discovery and Knowledge Representation
- Paul Compagnon, Grégoire Lefebvre, Stefan Duffner, Christophe Garcia:
Personalized Posture and Fall Classification with Shallow Gated Recurrent Units. 114-119 - Oscar Gabriel Reyes Pupo, Raúl M. Luque, Justo Castaño, Sebastián Ventura:
A Supervised Methodology for Analyzing Dysregulation in Splicing Machinery: An Application in Cancer Diagnosis. 120-125 - Zhenchen Wang, Puja Myles, Allan Tucker:
Generating and Evaluating Synthetic UK Primary Care Data: Preserving Data Utility & Patient Privacy. 126-131
Computer-based Solutions in Clinical Decision Support
- Rafael Gómez, Nuria García, Gonzalo Collantes, Francisco Ponce, Pau Redon:
Development of a Non-Invasive Procedure to Early Detect Neonatal Sepsis using HRV Monitoring and Machine Learning Algorithms. 132-137 - Eduardo Pinho, João Figueira Silva, Carlos Costa:
Volumetric Feature Learning for Query-by-Example in Medical Imaging Archives. 138-143 - Lucas Lima, José Ferreira, Marcelo Costa Oliveira:
Efficient Hyperparameter Optimization of Convolutional Neural Networks on Classification of Early Pulmonary Nodules. 144-149
Research Projects Track
- Mónica Caballero, Jon Ander Gómez, Aimilia Bantouna:
Deep-Learning and HPC to Boost Biomedical Applications for Health (DeepHealth). 150-155 - Flávia Dias Casagrande, Oda Olsen Nedrejord, Wonho Lee, Evi Zouganeli:
Action Recognition in Real Homes using Low Resolution Depth Video Data. 156-161 - Antonio Jesús Díaz-Honrubia, Alejandro Rodríguez González, Juan Mora Zamorano, Jesús Rey Jiménez, Gustavo Gonzalez Granadillo, Rodrigo Diaz, Mariza Konidi, Panos Papachristou, Sokratis Nifakos, Georgia Kougka, Anastasios Gounaris:
An Overview of the CUREX Platform. 162-167
Data Analysis, Knowledge Discovery and Knowledge Representation
- José Luis Balcázar, Marie Ely Piceno, Laura Rodríguez-Navas:
Hierarchical Visualization of Co-Occurrence Patterns on Diagnostic Data. 168-173 - Eduardo P. García del Valle, Gerardo Lagunes García, Ernestina Menasalvas Ruiz, Lucía Prieto Santamaría, Massimiliano Zanin, Alejandro Rodríguez González:
Completing Missing MeSH Code Mappings in UMLS Through Alternative Expert-Curated Sources. 174-179 - Anastasios Nentidis, Anastasia Krithara, Grigorios Tsoumakas, Georgios Paliouras:
Beyond MeSH: Fine-Grained Semantic Indexing of Biomedical Literature Based on Weak Supervision. 180-185
Computer-based Solutions in Clinical Decision Support
- João Rafael Duarte de Almeida, José Luís Oliveira:
GenericCDSS - A Generic Clinical Decision Support System. 186-191 - Victor de Almeida Thomaz, César A. Sierra Franco, Alberto Barbosa Raposo:
Training Data Enhancements for Robust Polyp Segmentation in Colonoscopy Images. 192-197 - Leila Yousefi, Stephen Swift, Mahir Arzoky, Lucia Sacchi, Luca Chiovato, Allan Tucker:
Opening the Black Box: Exploring Temporal Pattern of Type 2 Diabetes Complications in Patient Clustering Using Association Rules and Hidden Variable Discovery. 198-203
Allocated Session (Posters)
Computer-based Solutions in Clinical Decision Support
- Sofía Ahufinger, Elías Pequeño, Pilar Herrero:
Mob-EEG: A User-Centered Design for Wireless Electroencephalogram in Intensive Care Units. 204-207 - Carlos Martinez-Millana, Antonio Martinez-Millana, Carlos Fernández-Llatas, Bernardo Valdivieso Martinez, Vicente Traver Salcedo:
Comparing Data Base Engines for Building Big Data Analytics in Obesity Detection. 208-211 - Matt-Mouley Bouamrane, Ramsay Meiklem, Mark D. Dunlop, David B. Kingsmore, Peter Thomson, Karen Stevenson, Sharon Greenwood:
Haemodialysis Electronic Patient Portal: A Design Requirements Analysis and Feasibility Study with Domain Experts. 212-216 - Xiaoli Liu, Xiang Su, Satu Tamminen, Topi Korhonen, Juha Röning:
Predicting the Heart Rate Response to Outdoor Running Exercise. 217-220 - Rui Lebre, Rui Jesus, Pedro Nunes, Carlos Costa:
Collaborative Framework for a Whole-Slide Image Viewer. 221-224 - Eduardo Beckhauser, Vinícius Andreóli Petrolini, Alexandre Savaris, Aldo von Wangenheim, Dirk Krechel:
Systematic Approach and Tools for Migrating from Text-Based Reports to Structured Reports: Based on the DICOM Structured Reporting Guidelines. 225-228 - Sandro Luís Freire de Castro Silva, Nadja Piedade de Antônio, Marcelo Fornazin, Rodrigo Pereira dos Santos:
Looking for Emergent Systems in Computer-Based Medical Systems: A Review from the Last Decade. 229-232
e-Health
- Diego Fiori de Carvalho, José Antonio Camacho Guerrero, Luis Maldonado, Andrey Omar Mozo Uscamayta, Heleno Murilo Campeão Vale, Harley Francisco de Oliveira:
Workflow Module Front End in a ONCO APP. 233-236 - Sara Montagna, Angelo Croatti, Alessandro Ricci, Vanni Agnoletti, Vittorio Albarello:
Pervasive Tracking for Time-Dependent Acute Patient Flow: A Case Study in Trauma Management. 237-240 - Haridimos Kondylakis, Yannis Petrakis, Svoronos Leivadaros, Galateia Iatraki, Dimitrios G. Katehakis:
Using XDS and FHIR to Support Mobile Access to EHR Information Through Personal Health Apps. 241-244 - Antonio Martinez-Millana, Zoe Valero-Ramon, Carlos Fernández-Llatas, Purificacion Garcia-Segovia, Vicente Traver Salcedo:
Evaluation of an App Based Questionnaire for the Nutritional Assessment in Elderly Housing. 245-248 - Lina Garcés, Isabella Zanin Vicente, Elisa Yumi Nakagawa:
Software Architecture for Health Care Supportive Home Systems to Assist Patients with Diabetes Mellitus. 249-252 - Luis Daniel Bolaños, Jose María Vicente-Samper, David Zambrana Vinaroz, Oscar Andres Vivas, Vicente Esteve Sala, José María Sabater-Navarro:
Low-Cost EDA Device for Screening Diabetic Neuropathy. 253-258 - Joaquín Pineda-Gutiérrez, Lourdes Miro-Amarante, Mariló Hernández-Velázquez, Francisco Sivianes-Castillo, Manuel Jesus Domínguez-Morales:
Designing a Wearable Device for Step Analyzing. 259-262
Allocated Session (Papers)
ST AI4H: B<sup>2</sup>E
- Javad Rahimipour Anaraki, Saeed Samet, Mohamed S. Shehata, Kris Aubrey-Bassler, Ebrahim Karami, Saba Samet, Andrew Smith:
Detecting Relative Changes in Circulating Blood Volume using Ultrasound and Simulation. 263-268 - Tomas Koutny, Antonio Della Cioppa, Ivanoe De Falco, Ernesto Tarantino, Umberto Scafuri, Michal Krcma:
De-randomized Meta-Differential Evolution for Calculating and Predicting Glucose Levels. 269-274 - Radwa El Shawi, Youssef Sherif, Mouaz H. Al-Mallah, Sherif Sakr:
Interpretability in HealthCare A Comparative Study of Local Machine Learning Interpretability Techniques. 275-280
ST DLAMC
- Kh Tohidul Islam, Sudanthi N. R. Wijewickrema, Stephen J. O'Leary:
Identifying Diabetic Retinopathy from OCT Images using Deep Transfer Learning with Artificial Neural Networks. 281-286 - Fredrik Lund Henriksen, Rune Jensen, Håkon Kvale Stensland, Dag Johansen, Michael Alexander Riegler, Pål Halvorsen:
Performance of Data Enhancements and Training Optimization for Neural Network: A Polyp Detection Case Study. 287-293
Software Systems in Medicine
- Robin Kraft, Ferdinand Birk, Manfred Reichert, Aniruddha Deshpande, Winfried Schlee, Berthold Langguth, Harald Baumeister, Thomas Probst, Myra Spiliopoulou, Rüdiger Pryss:
Design and Implementation of a Scalable Crowdsensing Platform for Geospatial Data of Tinnitus Patients. 294-299 - Stefano Mariani, Franco Zambonelli, Ákos Tényi, Isaac Cano, Josep Roca:
Risk Prediction as a Service: a DSS Architecture Promoting Interoperability and Collaboration. 300-305 - Guilherme F. Zabot, Mirela T. Cazzolato, Lucas C. Scabora, Bruno S. Faiçal, Agma J. M. Traina, Caetano Traina:
UCORM: Indexing Uncorrelated Metric Spaces for Concise Content-Based Retrieval of Medical Images. 306-311
ST AI4H: B<sup>2</sup>E
- Rosa Senatore, Antonio Della Cioppa, Angelo Marcelli:
Automatic Diagnosis of Parkinson Disease through Handwriting Analysis: A Cartesian Genetic Programming Approach. 312-317 - Biraja Ghoshal, Allan Tucker, Bal Sanghera, Wai Lup Wong:
Estimating Uncertainty in Deep Learning for Reporting Confidence to Clinicians when Segmenting Nuclei Image Data. 318-324 - Quentin-Gabriel Thurier, Ning Hua, Luke Boyle, Anna Spyker:
Inspecting a Machine Learning Based Clinical Risk Calculator: A Practical Perspective. 325-330
ST DLAMC
- Alejandro Ruiz-de-laCuadra, José Luis López Cuadrado, Israel González-Carrasco, Belén Ruíz-Mezcua:
Sequence Time Expression Recognition in the Spanish Clinical Narrative. 331-336 - Jonathan Rebane, Isak Karlsson, Panagiotis Papapetrou:
An Investigation of Interpretable Deep Learning for Adverse Drug Event Prediction. 337-342
Computer-based Solutions in Clinical Decision Support
- Wellington S. Silva, Daniel L. Jasbick, Rodrigo Erthal Wilson, Paulo M. Azevedo-Marques, Agma J. M. Traina, Lúcio F. D. Santos, Ana Elisa Serafim Jorge, Daniel de Oliveira, Marcos V. N. Bedo:
A Two-Phase Learning Approach for the Segmentation of Dermatological Wounds. 343-348 - Jayr Alencar Pereira, Carolline Pena, Mariana de Melo, Bruno Cartaxo, Robson do Nascimento Fidalgo, Sérgio Soares:
Facilitators and Barriers to Using Alternative and Augmentative Communication Systems by Aphasic: Therapists Perceptions. 349-354 - Rosa Sicilia, Ermanno Cordelli, Mario Merone, Elia Luperto, Rocco Papalia, Giulio Iannello, Paolo Soda:
Early Radiomic Experiences in Classifying Prostate Cancer Aggressiveness using 3D Local Binary Patterns. 355-360
ST AI4H: B<sup>2</sup>E
- Roberto Enea, Maria Teresa Pazienza, Andrea Turbati:
EMMI Enquiry Model for Medical Investigation. 361-366 - Pavel Kroupa, Caroline Morton, Kerlann Le Calvez, Matt Williams:
Assessing K-Nearest Neighbours Algorithm for Simple, Interpretable Time-to-Event Survival Predictions Over a Range of Simulated Datasets. 367-372 - Tom Van Steenkiste, Dirk Deschrijver, Tom Dhaene:
Interpretable ECG Beat Embedding using Disentangled Variational Auto-Encoders. 373-378
Computer Vision
- Hasan Fleyeh, Jerker Westin:
Extracting Body Landmarks from Videos for Parkinson Gait Analysis. 379-384 - Ricardo Wandré Dias Pedro, Ariane Machado-Lima, Fátima L. S. Nunes:
A New Syntactic Approach for Masses Classification in Digital Mammograms. 385-390 - César Antonio Ortiz Toro, Nuria Gutiérrez Sánchez, Consuelo Gonzalo-Martín, Roberto Garrido García, Alejandro Rodríguez González, Ernestina Menasalvas Ruiz:
Radiomics Textural Features Extracted from Subcortical Structures of Grey Matter Probability for Alzheimers Disease Detection. 391-397
Data Analysis, Knowledge Discovery and Knowledge Representation
- Zoe Valero-Ramon, Carlos Fernández-Llatas, Antonio Martinez-Millana, Vicente Traver:
A Dynamic Behavioral Approach to Nutritional Assessment using Process Mining. 398-404 - Lizeth Andrea Castellanos Beltran, Carolina Uribe Cruz, Jorge Luiz dos Santos, Pranavkumar Shivakumar, Jorge A. Bezerra, Carla Maria Dal Sasso Freitas:
Visualizing Structures in Confocal Microscopy Datasets Through Clusterization: A Case Study on Bile Ducts. 405-410 - Yihan Deng, Peter Dolog, Jörn-Markus Gass, Kerstin Denecke:
Obesity Entity Extraction from Real Outpatient Records: When Learning-Based Methods Meet Small Imbalanced Medical Data Sets. 411-416
ST AI4H: B<sup>2</sup>E
- Silvia Panicacci, Massimiliano Donati, Luca Fanucci, Irene Bellini, Francesco Profili, Paolo Francesconi:
Exploring Machine Learning Algorithms to Identify Heart Failure Patients: the Tuscany Region Case Study. 417-422 - Angi Nazih Ghanem, Özden Gür Ali:
Evaluating Average and Heterogeneous Treatment Effects In Light of Domain Knowledge: Impact of Behaviors on Disease Prevalence. 423-428 - Italo Zoppis, Sara Manzoni, Giancarlo Mauri:
A Computational Model for Promoting Targeted Communication and Supplying Social Explainable Recommendations. 429-434
Computer Vision
- Jonathan S. Ramos, Mirela T. Cazzolato, Bruno S. Faiçal, Marcello H. Nogueira-Barbosa, Caetano Traina, Agma J. M. Traina:
3DBGrowth: Volumetric Vertebrae Segmentation and Reconstruction in Magnetic Resonance Imaging. 435-440 - Jie Wang, Zhigang Li, Rui Jiang, Zhen Xie:
Instance Segmentation of Anatomical Structures in Chest Radiographs. 441-446 - Lucas M. Valério, Daniel H. A. Alves, Luigi F. Cruz, Pedro Henrique Bugatti, Claiton de Oliveira, Priscila T. M. Saito:
DeepMammo: Deep Transfer Learning for Lesion Classification of Mammographic Images. 447-452
Data Analysis, Knowledge Discovery and Knowledge Representation
- Hadrien Lorenzo, Misbah Razzaq, Jacob Odeberg, Pierre-Emmanuel Morange, Jérôme Saracco, David Alexandre, Rodolphe Thiébaut:
High-Dimensional Multi-Block Analysis of Factors Associated with Thrombin Generation Potential. 453-458 - José Antonio Delgado-Osuna, Carlos García-Martínez, Sebastián Ventura, Jose Gómez Barbadillo:
Obtaining Tractable and Interpretable Descriptions for Cases with Complications from a Colorectal Cancer Database. 459-464
ST AI4H: B<sup>2</sup>E
- Vedhas Pandit, Maximilian Schmitt, Nicholas Cummins, Björn W. Schuller:
I Know How you Feel Now, and Here's why!: Demystifying Time-Continuous High Resolution Text-Based Affect Predictions in the Wild. 465-470 - Javad Rahimipour Anaraki, Hamid Usefi:
A Comparative Study of Feature Selection Methods on Genomic Datasets. 471-476 - Wilson Daniel da Silva, Clever Ricardo Guareis de Farias:
Support for Accessibility, Reproducibility and Transparency in a Service-Oriented Gene Expression Analysis Platform. 477-482
Biomedical Signal and Image Processing and Machine Vision
- Philippe Pognonec, Michel Barlaud, Benoît Wattellier, Thierry Pourcher, Yuxiang Zhou, Sherazade Aknoun, Manuel Yonnet, Marc Antonini:
Non Invasive Live Cell Cycle Monitoring using Quantitative Phase Imaging and Proximal Machine Learning Methods. 483-488 - Jongwoo Kim, Loc Q. Tran, Emily Y. Chew, Sameer K. Antani:
Optic Disc and Cup Segmentation for Glaucoma Characterization Using Deep Learning. 489-494 - Cassandra Williams, Sudanthi N. R. Wijewickrema, Patorn Piromchai, Stephen J. O'Leary:
The Effect of Practice Distribution on Skill Retention in Virtual Reality Temporal Bone Surgery Training. 495-500
Human-Computer Interaction in Healthcare
- Marco Antônio Schwertner, Sandro José Rigo, Denis Andrei de Araújo, Alan Barcelos Silva, Bjoern M. Eskofier:
Fostering Natural Language Question Answering Over Knowledge Bases in Oncology EHR. 501-506 - Tugba Günaydin, Reis Burak Arslan:
LOWER-LIMB FOLLOW-UP: A Surface Electromyography Based Serious Computer Game and Patient Follow-Up System for Lower Extremity Muscle Strengthening Exercises in Physiotherapy and Rehabilitation. 507-512 - David Griol, Zoraida Callejas:
Mobile Conversational Agents for Stroke Rehabilitation Therapy. 513-518
Allocated Session (Posters)
Data Analysis, Knowledge Discovery in Healthcare
- Félix Buendía, Joaquín Gayoso-Cabada, Juan Antonio Juanes Méndez, José-Luis Sierra:
Transforming Unstructured Clinical Free-Text Corpora into Reconfigurable Medical Digital Collections. 519-522 - Tarun Khajuria, Eman Badr, Mouaz H. Al-Mallah, Sherif Sakr:
LDLCT An Instance-Based Framework for Lesion Detection on Lung CT Scans. 523-526 - Steve Counsell, Stephen Swift, Mahir Arzoky, Giuseppe Destefanis:
An Empirical Study of the AGIS Visual Field Metric and Its Seasonal Variations. 527-530 - Carolyn McGregor, Priscilla Xoliswa Majola:
Opportunities for a Cloud Based Health Analytics as a Service for Eastern Cape Initiation Schools in South Africa. 531-534 - Awad Alsaid Alyousef, Svetlana I. Nihtyanova, Christopher P. Denton, Pietro Bosoni, Riccardo Bellazzi, Allan Tucker:
Latent Class Multi-Label Classification to Identify Subclasses of Disease for Improved Prediction. 535-538 - Francesco Gargiulo, Stefano Silvestri, Mario Ciampi:
Exploit Hierarchical Label Knowledge for Deep Learning. 539-542 - Bernardo Cánovas-Segura, Antonio Morales Nicolás, Antonio López Martínez-Carrasco, Manuel Campos, Jose M. Juarez, Lucía López-Rodríguez, Francisco Palacios:
Improving Interpretable Prediction Models for Antimicrobial Resistance. 543-546 - Martí Zamora, Ricard Gavaldà:
Interpretable Patient Trajectories from Temporally Annotated Health Records. 547-550 - Caroline Leroy, Yvonne Kammerer, Uwe Oestermeier, Karsten Büringer, Michael Bitzer, Peter Gerjets:
Inferential Reasoning Driving Clinical Diagnosis: Suggestions for New Assessment Approaches. 551-554 - Gergely Szlobodnyik:
Extracting Activity Patterns from Altering Biological Networks: A Sparse Autoencoder Approach. 555-558 - Jefferson Henrique Camelo Soares, Jardeson Leandro Nascimento Barbosa, Lucas Araújo Lopes, Gilvan Veras Magalhães Júnior, Ricardo de Andrade Lira Rabelo, Erick Baptista Passos, Pedro de Alcântara dos Santos Neto:
How to Avoid Customer Churn in Health Insurance/Plans? A Machine Learn Approach. 559-562 - Maria-Esther Vidal, Samaneh Jozashoori:
Semantic Data Integration Techniques for Transforming Big Biomedical Data into Actionable Knowledge. 563-566
Biomedical Signal and Image Processing and Machine Vision / Rehabilitation Technology / Applications of AI in Healthcare and Wellbeing SystemsHRS
- Hasan T. Abbas, Lejla Alic, Marelyn Rios, Muhammad Abdul-Ghani, Khalid A. Qaraqe:
Predicting Diabetes in Healthy Population through Machine Learning. 567-570 - Oscar Cuadros Linares, Bruno S. Faiçal, Paulo Barbosa, Bernd Hamann, Alexandre Todorovic Fabro, Agma J. M. Traina:
How to Automatically Identify Regions of Interest in High-Resolution Images of Lung Biopsy for Interstitial Fibrosis Diagnosis. 571-574 - Farhan Riaz, Rehan Nemati, Hina Ajmal, Ali Hassan, Ernest Edifor, Raheel Nawaz:
Osteoporosis Classification Using Texture Features. 575-579
(NUST), Ermest Edifor (Manchester Metropolitan University), and Raheel Nawaz (Manchester Metropolitan University)
- Jonathan de Matos, Alceu de Souza Britto Jr., Luiz Eduardo Soares de Oliveira, Alessandro Lameiras Koerich:
Texture CNN for Histopathological Image Classification. 580-583 - Laura Verde, Giuseppe De Pietro:
An Objective Measure of Carotid Disease Based on a Multiparameter Approach. 584-587 - Louise Brennan, Enrique Dorronzoro Zubiete, Brian Caulfield:
Biofeedback in Breast Cancer Rehabilitation: Applying the WHO ICF Core Set to Identify Opportunities and Recommendations. 588-591 - Paula Subías-Beltrán, Silvia Orte, Eloisa Vargiu, Filippo Palumbo, Leonardo Angelini, Omar Abou Khaled, Elena Mugellini, Maurizio Caon:
A Decision Support System to Propose Coaching Plans for Seniors. 592-595
Allocated Session (Papers)
Doctoral Consortium
- Gerardo Lagunes García, Alejandro Rodríguez González:
Characterization of Diseases Based on Phenotypic Information Through Knowledge Extraction using Public Sources. 596-599 - Jordi Carrere-Molina, Laia Subirats, Jordi Casas-Roma:
Towards an Analysis of Post-Transcriptional Gene Regulation in Psoriasis via microRNAs using Machine Learning Algorithms. 600-603 - Fer Carmona, Jordi Conesa, Jordi Casas-Roma:
Towards the Analysis of How Anonymization Affects Usefulness of Health Data in the Context of Machine Learning. 604-608
ST Privacy & ST Healthcare 4.0
- Michela Assale, Erica Barbero, Federico Cabitza:
Digitizing the Informed Consent: the Challenges to Design for Practices. 609-615 - Micael Pedrosa, Carlos Costa, Julián Dorado:
GDPR Impacts and Opportunities for Computer-Aided Diagnosis Guidelines and Legal Perspectives. 616-621 - Adele H. Marshall, Aleksandar Novakovic:
Analysing the Performance of a Real-Time Healthcare 4.0 System using Shared Frailty Time to Event Models. 622-627 - Gabriele Piantadosi, Stefano Marrone, Antonio Galli, Mario Sansone, Carlo Sansone:
DCE-MRI Breast Lesions Segmentation with a 3TP U-Net Deep Convolutional Neural Network. 628-633
ST Tech4Cancer
- Jaime Benjumea, Enrique Dorronzoro, Jorge Ropero, Octavio Rivera Romero, Alejandro Carrasco:
Privacy in Mobile Health Applications for Breast Cancer Patients. 634-639 - Nekane Larburu, Mónica Arrúe, Iván Macía, Jon Kerexeta, Naiara Muro:
Breast Cancer Digital Patient Model to Capture and Visualize Real World Data. 640-645 - Andrik Rampun, Bryan W. Scotney, Philip J. Morrow, Hui Wang:
Breast Density Classification using Local Septenary Patterns: A Multi-resolution and Multi-topology Approach. 646-651 - Haridimos Kondylakis, Lefteris Koumakis, Dimitrios G. Katehakis, Angelina Kouroubali, Kostas Marias, Manolis Tsiknakis, Panagiotis G. Simos, Evangelos Karademas:
Developing a Data Infrastructure for Enabling Breast Cancer Women to BOUNCE Back. 652-657
Data Analysis, Knowledge Discovery and Knowledge Representation
- Lilia Aljihmani, Yibo Zhu, Hasan T. Abbas, Ranjana K. Mehta, Farzan Sasangohar, Madhav Erraguntla, Qammer H. Abbasi, Khalid A. Qaraqe:
Spectral Analysis of Hand Tremors Induced During a Fatigue Test. 658-663 - Gerardo Lagunes García, Lucía Prieto Santamaría, Eduardo P. García del Valle, Massimiliano Zanin, Ernestina Menasalvas Ruiz, Alejandro Rodríguez González:
Wikipedia Disease Articles: An Analysis of their Content and Evolution. 664-671 - Maria Sanchez-Doria, José Emilio Labra Gayo, Daniel Fernández-Álvarez, Herminio García-González:
Testing the Usability of SNOMED CT Terms Suggestion in Medical Report. 672-677 - Ignacio Martinez Soriano, Juan Luis Castro Peña, Jesualdo Tomás Fernández-Breis, Ignacio San Román, Adrian Alonso Barriuso, David Guevara Baraza:
Snomed2Vec: Representation of SNOMED CT Terms with Word2Vec. 678-683
Software Systems in Medicine
- Vinícius Andreóli Petrolini, Eduardo Beckhauser, Alexandre Savaris, Maria Ines Meurer, Aldo von Wangenheim, Dirk Krechel:
Collaborative Telepathology in a Statewide Telemedicine Environment - First Tests in the Context of the Brazilian Public Healthcare System. 684-689 - Shane Sheehan, Pierre Albert, Saturnino Luz, Masood Masoodian:
TeMoCo: A Visualization Tool for Temporal Analysis of Multi-party Dialogues in Clinical Settings. 690-695 - Henrique de A. Silva, Rosana Teresinha Vaccare Braga:
IoT Applications to Combat Aedes Aegypti: A Systematic Literature Mapping. 696-701 - Carmen Luque, José María Luna, Sebastián Ventura:
MiNerDoc: a Semantically Enriched Text Mining System to Transform Clinical Text into Knowledge. 702-707
m-Health
- Ariel Soares Teles, Ivan Rodrigues, Davi Viana, Francisco José da Silva e Silva, Luciano R. Coutinho, Markus Endler, Ricardo A. L. Rabêlo:
Mobile Mental Health: A Review of Applications for Depression Assistance. 708-713 - Aaron J. Masino, Daniel Forsyth, Heather Nuske, John Herrington, Jeffrey W. Pennington, Yelena Kushleyeva, Christopher P. Bonafide:
m-Health and Autism: Recognizing Stress and Anxiety with Machine Learning and Wearables Data. 714-719 - Igor W. S. Falcão, Daniel Souza, Fabiola Araujo, José Fernandes, Yomara Pires, Diego Lisboa Cardoso, Marcos César da Rocha Seruffo:
Usability and Cognitive Benefits of a Serious Game to Combat Aedes Aegypti Mosquito. 720-725
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