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11th BIOSTEC HEALTHINF 2018: Funchal, Portugal
- Reyer Zwiggelaar, Hugo Gamboa, Ana L. N. Fred, Sergi Bermúdez i Badia:
Proceedings of the 11th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2018) - Volume 5: HEALTHINF, Funchal, Madeira, Portugal, January 19-21, 2018. SciTePress 2018, ISBN 978-989-758-281-3
Papers
- Luca Piovesan, Paolo Terenziani
, Daniele Theseider Dupré
Temporal Conformance Analysis and Explanation on Comorbid Patients. 17-26 - Christoph Stach
The Privacy Management Platform - An Enabler for Device Interoperability and Information Security in mHealth Applications. 27-38 - Sandra Hellmers
Stair Climb Power Measurements via Inertial Measurement Units - Towards an Unsupervised Assessment of Strength in Domestic Environments. 39-47 - João Pavão, Rute Bastardo
SClinico: Usability Study. 48-56 - Ana Dias
Interoperability in Pervasive Health: Is It Tackled as a Priority? 57-65 - Alessio Bottrighi, Luca Piovesan, Paolo Terenziani
A General Framework for the Distributed Management of Exceptions and Comorbidities. 66-76 - Aneta Lisowska
Cross-cohort Evaluation of Machine Learning Approaches to Fall Detection from Accelerometer Data. 77-82 - Jean-Claude Tshilenge Mfumu, Annabelle Mercier, Christine Verdier, Michel Occello:
Towards an Agent-based Model to Monitor Epidemics and Chronic Diseases in DR Congo. 83-93 - Stefan Lentelink, Monique Tabak
A Remote Home Monitoring System to Support Informal Caregivers of People with Dementia. 94-102 - M. L. Tlachac
Predicting Future Antibiotic Susceptibility using Regression-based Methods on Longitudinal Massachusetts Antibiogram Data. 103-114 - Retno Aulia Vinarti, Lucy Hederman
Introduction of a Bayesian Network Builder Algorithm - Personalized Infectious Disease Risk Prediction. 115-126 - Olga Fajarda
A Methodology to Perform Semi-automatic Distributed EHR Database Queries. 127-134 - Anthony Stell
Automated Measurement of Adherence to Traumatic Brain Injury (TBI) Guidelines using Neurological ICU Data. 135-146 - Juan L. Domínguez-Olmedo
A Rule-based Method Applied to the Imbalanced Classification of Radiation Toxicity. 147-155 - Thomas Hartvigsen, Cansu Sen, Sarah Brownell, Erin Teeple, Xiangnan Kong, Elke A. Rundensteiner:
Early Prediction of MRSA Infections using Electronic Health Records. 156-167 - Simão Felgueiras, João Costa, João Gonçalves, Filipe Soares
Mobile-based Risk Assessment of Diabetic Retinopathy using a Smartphone and Adapted Ophtalmoscope. 168-175 - Susmitha Wunnava, Xiao Qin, Tabassum Kakar, Xiangnan Kong, Elke A. Rundensteiner, Sanjay K. Sahoo, Suranjan De:
One Size Does Not Fit All: An Ensemble Approach Towards Information Extraction from Adverse Drug Event Narratives. 176-188 - Mayumi Oyama-Higa, Tokihiko Niwa, Wenbiao Wang, Yoshifumi Kawanabe:
Identifying Characteristic Physiological Patterns of Parkinson's Disease Sufferers using Sample Entropy of Pulse Waves. 189-196 - Fatma Cossu-Ergecer, Marit Dekker, Bert-Jan F. van Beijnum, Monique Tabak
Usability of a New eHealth Monitoring Technology That Reflects Health Care Needs for Older Adults with Cognitive Impairments and Their Informal and Formal Caregivers. 197-207 - Alessio Bottrighi, Luca Piovesan, Paolo Terenziani
Supporting Multiple Agents in the Execution of Clinical Guidelines. 208-219 - Scott McLachlan, Kudakwashe Dube, Thomas Gallagher, Bridget Daley, Jason Walonoski:
The ATEN Framework for Creating the Realistic Synthetic Electronic Health Record. 220-230 - Wassim Ayadi:
Local Multiple Sequence Alignment with Biclustering. HEALTHINF 2018: 231-238 - Wafaa Al Somali, Riyad Al Shammari:
Comparison of Decision Tree, Neural Network, Statistic Learning, and k-NN Algorithms in Data Mining of Thyroid Disease Datasets. 241-246 - Paul Macharia, Betsy Sambai, Mathew Dunbar, Beatrice Wamuti, Peter Maingi, Felix Abuna, David Bukusi, Peter Cherutich, Carey Farquhar:
Using Open Data Kit in a Cluster Randomized Clinical Trial: The Assisted Partner Services Study. HEALTHINF 2018: 247-252 - Christel De Maeyer, Panos Markopoulos:
Exploring Quantified Self Attitudes. 253-260 - Juliana Gomes Ramalho de Oliveira, José Eurico de Vasconcelos Filho
Renal Health - A New Tool for Chronic Kidney Disease - Application Development and a Proposal for Interventional Study. 261-265 - Sara Khalid
An Unsupervised Learning Model for Pattern Recognition in Routinely Collected Healthcare Data. 266-273 - Paul Macharia, Nyawira Gitahi-Kamau, Peter Muiruri, Pratap Kumar, Boniface Ngari, Peter Wanganjo:
A Design Thinking Approach to Implementing an Android Biometric Unique Identification System for Infant Treatment Follow-up in a Resource Limited Setting. HEALTHINF 2018: 274-281 - Monika Simjanoska, Martin Gjoreski
ECG-derived Blood Pressure Classification using Complexity Analysis-based Machine Learning. 282-292 - Daniela Loi, Silvia Macis, Danilo Pani, Andrea Ulgheri, Romina Lecis, Marco Guicciardi, Mauro Murgia, Luigi Raffo:
Impact of a TV-based Assistive Technology on Older People's Ability to Self-manage Their Own Health. 293-299 - Jessica van der Zweth, Marjan Askari
Devices Used for Non-Invasive Tele Homecare for Cardiovascular Patients - A Systematic Literature Review. 300-307 - Jon Kerexeta, Arkaitz Artetxe, Vanessa Escolar, Ainara Lozano, Nekane Larburu:
Predicting 30-day Readmission in Heart Failure using Machine Learning Techniques. 308-315 - Sarah Craig:
A Socio-technical Review of Five National Health Information Systems in Ireland using Agreed National Standards. 316-321 - Reinhard Schuster, Thomas Ostermann, Marc Heidbreder, Timo Emcke:
Relations of Morbidity Related Groups (MRG), ICD-10 Codes and Age and Gender Structure in Outpatient Treatment. 322-328 - Anthony Windmon, Mona Minakshi, Sriram Chellappan, Ponrathi Athilingam, Marcia Johansson, Bradlee A. Jenkins
On Detecting Chronic Obstructive Pulmonary Disease (COPD) Cough using Audio Signals Recorded from Smart-Phones. 329-338 - Ellen Luchies, Marco Spruit
Speech Technology in Dutch Health Care: A Qualitative Study. 339-348 - Michael Reep, Bo Yu, Duminda Wijesekera, Paulo C. G. Costa
Sharing Genetic Data under US Privacy Laws. 349-360 - Yomna Omar, Abdullah Tasleem, Michel Pasquier, Assim Sagahyroon:
Lung Cancer Prognosis System using Data Mining Techniques. 361-368 - Alejandro Renato, José M. Castaño, Maria del Pilar Avila Williams, Hernán Berinsky, Maria Laura Gambarte, Hee Joon Park, David Pérez-Rey, Carlos Otero, Daniel R. Luna
A Machine Translation Approach for Medical Terms. 369-378 - Mohamed Abomhara, Berglind Smaradottir, Geir M. Køien, Martin Gerdes:
Sharing With Care - Multidisciplinary Teams and Secure Access to Electronic Health Records. 379-386 - Reinhard Schuster, Timo Emcke, Martin Schuster, Thomas Ostermann:
Extracting Information and Identifying Data Structures in Pharmacological Big Data using Gawk. 387-394 - Zélia Maria de Sousa Araújo Santos, Paula Dayanna Sousa dos Santos, Maria Helena de Agrela Gonçalves Jardim, José Manuel Peixoto Caldas
Application of an Educative Health Technology in the Training of the Caregiver Family. 395-401 - Luigi Lella, Ignazio Licata:
Length of Hospital Stay Prediction through Unorganised Turing Machines. 402-407 - David Campos, Renato P. Pinho, Ute Neugebauer, Jürgen Popp, José Luís Oliveira:
A Computational Pipeline for Sepsis Patients' Stratification and Diagnosis. 408-413 - João Rafael Almeida
A Modular Workflow Management Framework. 414-421 - A. F. A. de Vette, Monique Tabak
How to Design Game-based Healthcare Applications for Children? - A Study on Children's Game Preferences. 422-430 - Lilith Brandt, Klaus Brinker, Björn Kemper
Automatic Computation of Biophysical Cell Parameters in Digital Holographic Microscopy Images. 431-437 - José Manuel Negrete Ramírez
Proposal and Validation of a Domaine Specific Language for the Representation of the AGGIR Constants. 438-445 - Jirí Vanek, Roman Moucek:
Deep Learning Techniques for Classification of P300 Component. 446-453 - Raja Manzar Abbas, Noel Carroll
Trust Factors in Healthcare Technology: A Healthcare Professional Perspective. 454-462 - Landon Brand, Aditya Patel, Izzatbir Singh, Clayton Brand:
Real Time Mortality Risk Prediction: A Convolutional Neural Network Approach. 463-470 - Joélia Rodrigues da Silva, Christina César Praça Brasil, Bruno Praça Brasil, Larissa Barbosa Paiva, Vinicius Freire de Oliveira, José Eurico de Vasconcelos Filho
MHealth Technology as a Tool to Promote Blood Donation. 471-477 - Christian Lins, Sebastian M. Müller, Max Pfingsthorn
Unsupervised Temporal Segmentation of Skeletal Motion Data using Joint Distance Representation. 478-485 - Takahito Tamai, Yukie Majima, Hideki Suga, Syuuki Inoue, Kotoka Murashima:
Design of Health Advice System for Elderly People by Communication Robot. 486-491 - Gilberto Díaz, Jacob Jones, Toni Brandt, Ashwini Yenamandra, Todd Gary, Qingguo Wang:
Integrative Analysis of CDC and Census Data Revealed Significance of Suicide-related Risk Factor. HEALTHINF 2018: 492-496 - Bojan Simoski, Michel C. A. Klein
Integrating Person-to-Person Social Support in Smartphone Apps for Promoting Physical Activity. 497-504 - Márcia Baptista, Rita Silva
Perioperative Electronic System - A New Approach for Perioperative Nursing Performance. 505-509 - Lixia Yao, Kui Wang:
Terminology Enabled Spatio-temporal Analysis and Visualization for Preterm Birth Data in the US. 510-518 - Elke Beck, Kai von Holdt, Jochen Meyer
ActiThings Toolkit - Towards Supporting Older Adults' Adherence to Home-based Physical Exercise Programs by Providing Notifications in Opportune Moments. 519-526 - Jaromír Salamon, Katerina Cerná, Roman Moucek:
Stress Dichotomy using Heart Rate and Tweet Sentiment. 527-532 - Lena Otto, Lorenz Harst, Hannes Schlieter
Towards a Unified Understanding of eHealth and Related Terms - Proposal of a Consolidated Terminological Basis. 533-539 - Sina Namaki Araghi
Applying Process Mining and RTLS for Modeling, and Analyzing Patients' Pathways. 540-547 - Petr Bruha
Advances in Building BodyInNumbers Exercise and Wellness Health Strategy Framework. 548-554 - Martin Eckert
Object Detection Featuring 3D Audio Localization for Microsoft HoloLens - A Deep Learning based Sensor Substitution Approach for the Blind. 555-561 - James P. McGlothlin, Sriveni Vedire, Hari Srinivasan, Amar Madugula, Srinivasan Rajagopalan, Latifur Khan
Predicting Hospital Capacity and Efficiency. 562-570 - George Drosatos
Communicating Personalized Risk Factors for Lifestyle Coaching. 571-578 - Andrea Pistorio, Luca Gastaldi
(Re-)Designing the Business Model of a Digital Ecosystem: An Example in the Socio-Care Context. 579-586 - Seung Min Lee, Minseon Park, Hyung-Jin Yoon:
Association of Body Mass Index with Estimated Glomerular Filtration Rate and Incident Proteinuria. 587-590 - Tahir Hameed:
Impact of Online Health Information on Patient-physician Relationship and Adherence; Extending Health-belief Model for Online Contexts. 591-597 - Luke Power
Developing a Sensor based Homecare System - The Role of Bluetooth Low-Energy in Activity Monitoring. 598-606 - Ali Idri, Lamyae Sardi, José Luis Fernández-Alemán:
Quality Evaluation of Gamified Blood Donation Apps using ISO/IEC 25010 Standard. 607-614 - K. Yu. Erendzhenova, O. A. Kulagina, Radi M. Kadushnikov, T. V. Zarubina:
The Computer-aided Diagnostics of Gastric Lesions by using High Definition Narrow-band Imaging Endoscopy and Real-time Pattern Recognition System. 615-620
Artificial Intelligence for Health
- Ivanoe De Falco, Antonio Della Cioppa, Tomas Koutny, Michal Krcma, Umberto Scafuri, Ernesto Tarantino:
An Evolutionary Approach for Estimating the Blood Glucose by Exploiting Interstitial Glucose Measurements. 625-632 - Ivanoe De Falco, Giuseppe De Pietro, Antonio Della Cioppa, Giovanna Sannino, Umberto Scafuri, Ernesto Tarantino:
Preliminary Steps towards Efficient Classification in Large Medical Datasets: Structure Optimization for Deep Learning Networks through Parallelized Differential Evolution. 633-640 - Francesco Gargiulo, Stefano Silvestri, Mario Ciampi
Deep Convolution Neural Network for Extreme Multi-label Text Classification. 641-650 - Italo Zoppis, Riccardo Dondi, Eugenio Santoro
Optimizing Social Interaction - A Computational Approach to Support Patient Engagement. 651-657 - Laura Verde, Giuseppe De Pietro:
A Machine Learning Approach for Carotid Diseases using Heart Rate Variability Features. 658-664 - Christian Lins, Andreas Klausen, Sebastian J. F. Fudickar
Determining Cardiopulmonary Resuscitation Parameters with Differential Evolution Optimization of Sinusoidal Curves. 665-670 - Dörthe Arndt, Pieter Bonte, Alexander Dejonghe, Ruben Verborgh, Filip De Turck, Femke Ongenae:
SENSdesc: Connect Sensor Queries and Context. 671-679 - Giacomo Fiumara, Antonio Celesti, Antonino Galletta, Lorenzo Carnevale
Applying Artificial Intelligence in Healthcare Social Networks to Identity Critical Issues in Patients' Posts. 680-687 - Patrizio Barca, Federica Palmas, Maria Evelina Fantacci
Evaluation of the Adaptive Statistical Iterative Reconstruction Algorithm in Chest CT (Computed Tomography) - A Preliminary Study toward Its Employment in Low Dose Applications, Also in Conjunction with CAD (Computer Aided Detection). 688-694 - Carly A. Bobak
Investigating Random Forest Classification on Publicly Available Tuberculosis Data to Uncover Robust Transcriptional Biomarkers. 695-701 - Arsénio Reis
Supporting Palliative Care Services - An IS System to Monitor the Patients and Manage the Mobile Support Team. 702-706 - Arsénio Reis
eHealth Context Inference - A Review of Open Source Frameworks Initiatives. 707-714 - Gabriela Idali Ibarra Fierro, Ricardo Rodríguez Jorge, Jolanta Mizera-Pietraszko, Edgar A. Martínez-García:
Design and Implementation of a Data Acquisition System for R Peak Detection in Electrocardiograms. HEALTHINF 2018: 715-721 - Khai Nguyen, Kaisei Reio, Ryutaro Ichise:
Clinical Ontology Mapping - Toward Automatic Care Plan Recommendation. 722-726 - Anton Yu. Dolganov, Vladimir S. Kublanov:
Towards a Decision Support System for Disorders of the Cardiovascular System - Diagnosing and Evaluation of the Treatment Efficiency. 727-733
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