15 results on '"Gustavo Rovelo Ruiz"'
Search Results
2. Snowflake: visualizing microbiome abundance tables as multivariate bipartite graphs
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Jannes Peeters, Daniël M. Bot, Gustavo Rovelo Ruiz, and Jan Aerts
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microbiome composition ,taxonomy ,metagenomics ,visualization method ,visualization application ,Computer applications to medicine. Medical informatics ,R858-859.7 - Abstract
Current visualizations in microbiome research rely on aggregations in taxonomic classifications or do not show less abundant taxa. We introduce Snowflake: a new visualization method that creates a clear overview of the microbiome composition in collected samples without losing any information due to classification or neglecting less abundant reads. Snowflake displays every observed OTU/ASV in the microbiome abundance table and provides a solution to include the data’s hierarchical structure and additional information obtained from downstream analysis (e.g., alpha- and beta-diversity) and metadata. Based on the value-driven ICE-T evaluation methodology, Snowflake was positively received. Experts in microbiome research found the visualizations to be user-friendly and detailed and liked the possibility of including and relating additional information to the microbiome’s composition. Exploring the topological structure of the microbiome abundance table allows them to quickly identify which taxa are unique to specific samples and which are shared among multiple samples (i.e., separating sample-specific taxa from the core microbiome), and see the compositional differences between samples. An R package for constructing and visualizing Snowflake microbiome composition graphs is available at https://gitlab.com/vda-lab/snowflake.
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- 2024
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3. Task-oriented arm training for stroke patients based on remote handling technology concepts: A feasibility study
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Jule Elmanowski, Melanie Kleynen, Richard P.J. Geers, Gustavo Rovelo-Ruiz, Eva Geurts, Karin Coninx, Jeanine A. Verbunt, and Henk A.M. Seelen
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Biomaterials ,Biomedical Engineering ,Biophysics ,Health Informatics ,Bioengineering ,Information Systems - Abstract
BACKGROUND: Improving arm-hand skill performance is a major therapeutic target in stroke rehabilitation. Arm-hand rehabilitation may be enriched in content and variation by using technology-assisted training. Especially for people with a severely affected arm, technology-assisted training offers more challenging training possibilities. OBJECTIVE: The aim of this study was to explore the feasibility of ReHab-TOAT, a “Remote Handling Based Task-Oriented Arm Training” approach featuring enriched haptic feedback aimed at improving daily activities and participation. METHODS: Five subacute or chronic stroke patients suffering moderate to severe arm-hand impairments and five rehabilitation therapists participated. All participants received 2 ReHab-TOAT sessions. Outcome measure was a bespoke feasibility questionnaire on user experiences and satisfaction regarding ‘motivation’, ‘individualization of training’, ‘potential training effects’, and ‘implementation in rehabilitation’ of patients and therapists. RESULTS: Both patients and therapists experienced ReHab-TOAT as being feasible. They found ReHab-TOAT very motivating and challenging. All patients perceived an added value of ReHab-TOAT and would continue the training. Small improvements regarding exercise variability were suggested. CONCLUSION: ReHab-TOAT seems to be a feasible and very promising training approach for arm-hand rehabilitation of stroke patients with a moderately or severely affected arm. Further research is necessary to investigate potential training effects of ReHab-TOAT.
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- 2023
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4. HCI and worker well-being in manufacturing industry
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Eva Geurts, Gustavo Rovelo Ruiz, Kris Luyten, Steven Houben, Benjamin Weyers, An Jacobs, and Philippe Palanque
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- 2022
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5. Computerized decision support for exercise prescription in cardiovascular rehabilitation: high hopes…but still a long way to go
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Gustavo Rovelo Ruiz, Karin Coninx, and Dominique Hansen
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Decision support system ,medicine.medical_specialty ,Cardiac Rehabilitation ,Epidemiology ,business.industry ,MEDLINE ,Exercise therapy ,Exercise Therapy ,Prescriptions ,Physical therapy ,Medicine ,Humans ,Medical prescription ,Cardiology and Cardiovascular Medicine ,business ,Exercise prescription ,Cardiovascular rehabilitation - Published
- 2021
6. Do clinicians prescribe exercise similarly in patients with different cardiovascular diseases? Findings from the EAPC EXPERT working group survey
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Ines Frederix, Jean-Paul Schmid, Marie-Christine Iliou, Patrick Doherty, Dominique Hansen, Sally Hinton, Paul Dendale, Gustavo Rovelo Ruiz, Marco Ambrosetti, Karin Coninx, Esteban Garcia-Porrero, Matthias Wilhelm, Tom Vromen, Ana Abreu, HANSEN, Dominique, ROVELO RUIZ, Gustavo, Doherty, Patrick, Iliou, Marie-Christine, Vromen, Tom, Hinton, Sally, FREDERIX, Ines, Wilhelm, Matthias, Schmid, Jean-Paul, Abreu, Ana, Ambrosetti, Marco, Garcia-Porrero, Esteban, CONINX, Karin, DENDALE, Paul, APH - Methodology, APH - Aging & Later Life, Graduate School, and EAPC EXPERT Working Grp
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Male ,medicine.medical_specialty ,Epidemiology ,Health Status ,Clinical Decision-Making ,cardiovascular disease ,exercise prescription ,EXPERT tool ,Disease ,030204 cardiovascular system & hematology ,Decision Support Techniques ,03 medical and health sciences ,0302 clinical medicine ,medicine ,Humans ,In patient ,Prospective Studies ,030212 general & internal medicine ,Healthcare Disparities ,Practice Patterns, Physicians' ,Aged ,Cardiac Rehabilitation ,Exercise Tolerance ,business.industry ,Middle Aged ,Exercise Therapy ,Europe ,Treatment Outcome ,Cardiovascular Diseases ,Health Care Surveys ,Practice Guidelines as Topic ,Physical therapy ,Female ,Human medicine ,Guideline Adherence ,Cardiology and Cardiovascular Medicine ,Exercise prescription ,business ,Cardiovascular rehabilitation - Abstract
Background Although disease-specific exercise guidelines for cardiovascular disease (CVD) are widely available, it remains uncertain whether these different exercise guidelines are integrated properly for patients with different CVDs. The aim of this study was to assess the inter-clinician variance in exercise prescription for patients with various CVDs and to compare these prescriptions with recommendations from the EXercise Prescription in Everyday practice and Rehabilitative Training (EXPERT) tool, a digital decision support system for integrated state-of-the-art exercise prescription in CVD. Design The study was a prospective observational survey. Methods Fifty-three CV rehabilitation clinicians from nine European countries were asked to prescribe exercise intensity (based on percentage of peak heart rate (HRpeak)), frequency, session duration, programme duration and exercise type (endurance or strength training) for the same five patients. Exercise prescriptions were compared between clinicians, and relationships with clinician characteristics were studied. In addition, these exercise prescriptions were compared with recommendations from the EXPERT tool. Results A large inter-clinician variance was found for prescribed exercise intensity (median (interquartile range (IQR)): 83 (13) % of HRpeak), frequency (median (IQR): 4 (2) days/week), session duration (median (IQR): 45 (18) min/session), programme duration (median (IQR): 12 (18) weeks), total exercise volume (median (IQR): 1215 (1961) peak-effort training hours) and prescription of strength training exercises (prescribed in 78% of all cases). Moreover, clinicians’ exercise prescriptions were significantly different from those of the EXPERT tool ( p Conclusions This study reveals significant inter-clinician variance in exercise prescription for patients with different CVDs and disagreement with an integrated state-of-the-art system for exercise prescription, justifying the need for standardization efforts regarding integrated exercise prescription in CV rehabilitation.
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- 2018
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7. Split & Dual Screen Comparison of Classic vs Object-based Video
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Peter Quax, Maarten Wijnants, Wim Lamotte, Sven Coppers, and Gustavo Rovelo Ruiz
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Computer science ,business.industry ,media_common.quotation_subject ,ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION ,Object based ,DUAL (cognitive architecture) ,Object (computer science) ,Visual attention ,Quality (business) ,Computer vision ,Artificial intelligence ,business ,Subjective video quality ,media_common - Abstract
Over-the-top (OTT) streaming services like YouTube and Netflix induce massive amounts of video data, hereby putting substantial pressure on network infrastructure. This paper describes a demonstration of the object-based video (OBV) methodology that allows for the quality-variant MPEG-DASH streaming of respectively the background and foreground object(s) of a video scene. The OBV methodology is inspired by research into human visual attention and foveated compression, in that it allows to adaptively and dynamically assign bitrate to those portions of the visual scene that have the highest utility in terms of perceptual quality. Using a content corpus of interview-like video footage, the described demonstration proves the OBV methodology's potential to downsize video bitrate requirements while incurring at most marginal perceptual impact (i.e., in terms of subjective video quality). Thanks to its standards-compliant Web implementation, the OBV methodology is directly and broadly deployable without requiring capital expenditure.
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- 2019
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8. Talking Video Heads
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Gustavo Rovelo Ruiz, Sven Coppers, Maarten Wijnants, Wim Lamotte, and Peter Quax
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Average bitrate ,Multimedia ,Computer science ,Frame (networking) ,ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION ,020207 software engineering ,Context (language use) ,02 engineering and technology ,computer.software_genre ,Object (computer science) ,Minimum bounding box ,0202 electrical engineering, electronic engineering, information engineering ,020201 artificial intelligence & image processing ,computer ,Data compression - Abstract
Over-the-top (OTT) streaming services like YouTube and Netflix induce massive amounts of video traffic. To combat the resulting network load, this article empirically explores the use of the object-based video (OBV) methodology that allows for the quality-variant HTTP Adaptive Streaming of respectively the background and foreground object(s) of a video scene. In particular, we study two alternative video object representation methods where the first meticulously follows the object contour, while the second uses axis-aligned bounding box enclosures. We subjectively compare both techniques to traditional, frame-based video compression in the context of live action content featuring talking persons. The resulting mixed methods data shows that (i) OBV-informed users tolerate substantial background quality degradations, and (ii) at an average bitrate reduction of 14 percent, perceptual differences between respectively contour-based OBV and traditional encoding are small or even non-existing for the non-movie content in our corpus. Although our evaluation focuses on interview-like footage, our qualitative data hints that the presented results might be extrapolatable to other video genres. As such, our findings inform content owners and network operators about video bitrate saving opportunities with marginal perceptual impact.
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- 2019
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9. Re-thinking Traceability
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Marisela Gutierrez Lopez, Karin Coninx, Mieke Haesen, Gustavo Rovelo Ruiz, and Kris Luyten
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Traceability ,Process (engineering) ,Computer science ,business.industry ,05 social sciences ,020207 software engineering ,02 engineering and technology ,Workspace ,Task (project management) ,Creative work ,Consistency (database systems) ,Design rationale ,0202 electrical engineering, electronic engineering, information engineering ,0501 psychology and cognitive sciences ,Software engineering ,business ,050107 human factors ,User-centered design - Abstract
Keeping track of design processes is a cumbersome task due to the apparently unconstrained and unstructured nature of creative work. Traceability is fundamental to revisit and reflect on the design narratives that describe artefact evolution. In this paper, we aim to identify what characteristics are necessary to facilitate traceability of creative design processes. For this end, we use a functional prototype to connect artefacts, design rationale, and decisions in a shared workspace. We evaluated this prototype for 15 weeks with six pairs of students engaged in a user-centered design project. Our findings show that having a lean repository of artefacts annotated with design rationale can facilitate tracking progress in different phases of the process. We found that creating a record of the participants' design work is useful to reflect on and for team agreement, ensure consistency of evolving artefacts, and help in planning future steps in the design project.
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- 2018
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10. Exercise prescription in patients with different combinations of cardiovascular disease risk factors : a consensus statement from the EXPERT working group
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Paul Dendale, Simona Sarzi Braga, Robert Fagard, Carlo Vigorito, Paul Beckers, Véronique Cornelissen, Patrick Doherty, Christoph Stettler, Tim Takken, Roberto F E Pedretti, Dominique Hansen, Marco Ambrosetti, Bernhard H. Rauch, Luc Vanhees, Ugo Corrà, Jean-Paul Schmid, Massimo F Piepoli, Olga Barna, Ana Abreu, Esteban Garcia-Porrero, Michel Lamotte, Maurizio Bussotti, Heinz Völler, Martijn A. Spruit, Josef Niebauer, Karin Coninx, Daniel Neunhäuserer, Constantinos H. Davos, Frank T. Edelmann, Evangelia Kouidi, Eugenio Greco, Rona Reibis, Gustavo Rovelo Ruiz, Cajsa Tonoli, and Pompilio Faggiano
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Male ,Sports medicine ,Statement (logic) ,Physical Therapy ,Economics ,Physical fitness ,RESTING BLOOD-PRESSURE ,030204 cardiovascular system & hematology ,0302 clinical medicine ,Sociology ,Risk Factors ,GLYCEMIC CONTROL ,Preventive Health Services ,Orthopedics and Sports Medicine ,030212 general & internal medicine ,610 Medicine & health ,RESISTANCE EXERCISE ,Cardiac Rehabilitation ,Hand Strength ,Physical Therapy, Sports Therapy and Rehabilitation ,INTENSITY EXERCISE ,Exercise Therapy ,Treatment Outcome ,Systematic review ,Cardiovascular Diseases ,Female ,AEROBIC EXERCISE ,Exercise prescription ,medicine.medical_specialty ,Consensus ,ENDOTHELIAL FUNCTION ,MEDLINE ,TYPE-2 DIABETES-MELLITUS ,Sports Therapy and Rehabilitation ,03 medical and health sciences ,medicine ,Humans ,Aerobic exercise ,In patient ,Exercise physiology ,Medical prescription ,Exercise ,business.industry ,Exercise therapy ,OUTPATIENT CARDIAC REHABILITATION ,Regimen ,PHYSICAL-ACTIVITY ,Diabetes Mellitus, Type 1 ,Diabetes Mellitus, Type 2 ,Disease risk ,Physical therapy ,business ,CONTINUOUS MODERATE EXERCISE - Abstract
Whereas exercise training is key in the management of patients with cardiovascular disease (CVD) risk (obesity, diabetes, dyslipidaemia, hypertension), clinicians experience difficulties in how to optimally prescribe exercise in patients with different CVD risk factors. Therefore, a consensus statement for state-of-the-art exercise prescription in patients with combinations of CVD risk factors as integrated into a digital training and decision support system (the EXercise Prescription in Everyday practice & Rehabilitative Training (EXPERT) tool) needed to be established. EXPERT working group members systematically reviewed the literature for meta-analyses, systematic reviews and/or clinical studies addressing exercise prescriptions in specific CVD risk factors and formulated exercise recommendations (exercise training intensity, frequency, volume and type, session and programme duration) and exercise safety precautions, for obesity, arterial hypertension, type 1 and 2 diabetes, and dyslipidaemia. The impact of physical fitness, CVD risk altering medications and adverse events during exercise testing was further taken into account to fine-tune this exercise prescription. An algorithm, supported by the interactive EXPERT tool, was developed by Hasselt University based on these data. Specific exercise recommendations were formulated with the aim to decrease adipose tissue mass, improve glycaemic control and blood lipid profile, and lower blood pressure. The impact of medications to improve CVD risk, adverse events during exercise testing and physical fitness was also taken into account. Simulations were made of how the EXPERT tool provides exercise prescriptions according to the variables provided. In this paper, state-of-the-art exercise prescription to patients with combinations of CVD risk factors is formulated, and it is shown how the EXPERT tool may assist clinicians. This contributes to an appropriately tailored exercise regimen for every CVD risk patient. ispartof: SPORTS MEDICINE vol:48 issue:8 pages:1781-1797 ispartof: location:New Zealand status: published
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- 2018
11. The European Association of Preventive Cardiology Exercise Prescription in Everyday Practice and Rehabilitative Training (EXPERT) tool: A digital training and decision support system for optimized exercise prescription in cardiovascular disease. Concept, definitions and construction methodology
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Olga Barna, Bernhard H. Rauch, Frank T. Edelmann, Simona Sarzi Braga, Massimo F Piepoli, Roberto F E Pedretti, Maurizio Bussotti, Véronique Cornelissen, Rona Reibis, Paul Dendale, Gustavo Rovelo Ruiz, Daniel Neunhäuserer, Heinz Völler, Jean Paul Schmid, Ana Abreu, Marco Ambrosetti, Patrick Doherty, Evangelia Kouidi, Dominique Hansen, Esteban Garcia-Porrero, Josef Niebauer, Eugenio Greco, Robert Fagard, Christoph Stettler, Michel Lamotte, Constantinos H. Davos, Carlo Vigorito, Karin Coninx, Luc Vanhees, Martijn A. Spruit, Pompilio Faggiano, Eva Geurts, Cajsa Tonoli, Ugo Corrà, Paul Beckers, Tim Takken, RS: NUTRIM - R3 - Respiratory & Age-related Health, Pulmonologie, and RS: NUTRIM - R3 - Chronic inflammatory disease and wasting
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Epidemiology ,medicine.medical_treatment ,Disease ,030204 cardiovascular system & hematology ,HSM CAR ,Health informatics ,0302 clinical medicine ,Risk Factors ,Telerehabilitation ,Preventive Health Services ,Medicine ,030212 general & internal medicine ,ESC GUIDELINES ,MODALITIES ,Cardiovascular Diseases / physiopathology ,Exercise Tolerance ,Rehabilitation ,cardiovascular disease ,rehabilitation ,exercise training ,training and decision support system ,Cardiovascular disease ,Exercise Therapy ,Preventive Health Services / standards ,3. Good health ,Cardiovascular Diseases / diagnosis ,Treatment Outcome ,Cardiovascular Diseases ,HEART-FAILURE ,JOINT TASK-FORCE ,Cardiology and Cardiovascular Medicine ,Exercise prescription ,Risk assessment ,medicine.medical_specialty ,SOCIETY ,Exercise Therapy / standards ,DIAGNOSIS ,Risk Assessment ,Decision Support Techniques ,03 medical and health sciences ,Predictive Value of Tests ,MANAGEMENT ,Department Sport- und Gesundheitswissenschaften ,Humans ,Cardiac Rehabilitation / adverse effects ,Medical prescription ,Cardiac Rehabilitation / standards ,CARDIAC REHABILITATION ,Cardiovascular Diseases / epidemiology ,Modalities ,business.industry ,Exercise Therapy / adverse effects ,NATIONAL-SURVEY ,PHYSICAL-ACTIVITY ,Physical therapy ,Human medicine ,business ,Cardiovascular Diseases / prevention & control - Abstract
Background Exercise rehabilitation is highly recommended by current guidelines on prevention of cardiovascular disease, but its implementation is still poor. Many clinicians experience difficulties in prescribing exercise in the presence of different concomitant cardiovascular diseases and risk factors within the same patient. It was aimed to develop a digital training and decision support system for exercise prescription in cardiovascular disease patients in clinical practice: the European Association of Preventive Cardiology Exercise Prescription in Everyday Practice and Rehabilitative Training (EXPERT) tool. Methods EXPERT working group members were requested to define (a) diagnostic criteria for specific cardiovascular diseases, cardiovascular disease risk factors, and other chronic non-cardiovascular conditions, (b) primary goals of exercise intervention, (c) disease-specific prescription of exercise training (intensity, frequency, volume, type, session and programme duration), and (d) exercise training safety advices. The impact of exercise tolerance, common cardiovascular medications and adverse events during exercise testing were further taken into account for optimized exercise prescription. Results Exercise training recommendations and safety advices were formulated for 10 cardiovascular diseases, five cardiovascular disease risk factors (type 1 and 2 diabetes, obesity, hypertension, hypercholesterolaemia), and three common chronic non-cardiovascular conditions (lung and renal failure and sarcopaenia), but also accounted for baseline exercise tolerance, common cardiovascular medications and occurrence of adverse events during exercise testing. An algorithm, supported by an interactive tool, was constructed based on these data. This training and decision support system automatically provides an exercise prescription according to the variables provided. Conclusion This digital training and decision support system may contribute in overcoming barriers in exercise implementation in common cardiovascular diseases. The author(s) disclosed receipt of the following financial support for the research, authorship and/or publication of this article: The realisation of the proof of concept of the EXPERT tool was supported by a UHasselt Industrial Research Fund (IOF) proof of concept (PoC) project.
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- 2017
12. Hidden in Plain Sight
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Gustavo Rovelo Ruiz, Donald Degraen, Davy Vanacken, Kris Luyten, and Sven Coppers
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Focus (computing) ,Orientation (computer vision) ,Computer science ,business.industry ,media_common.quotation_subject ,05 social sciences ,ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION ,020207 software engineering ,Retinal ,02 engineering and technology ,Motion (physics) ,Sight ,Visual language ,chemistry.chemical_compound ,chemistry ,Perception ,0202 electrical engineering, electronic engineering, information engineering ,0501 psychology and cognitive sciences ,Computer vision ,Artificial intelligence ,Set (psychology) ,business ,050107 human factors ,media_common - Abstract
In this paper, we set out to find what encompasses an appropriate visual language for information presented on near-eye out-of-focus displays. These displays are positioned in a user's peripheral view, very near to the user's eyes, for example on the inside of the temples of a pair of glasses. We explored the usable display area, the role of spatial and retinal variables, and the influence of motion and interaction for such a language. Our findings show that a usable visual language can be accomplished by limiting the possible shapes and by making clever use of orientation and meaningful motion. We found that especially motion is very important to improve perception and comprehension of what is being displayed on near-eye out-of-focus displays, and that perception is further improved if direct interaction with the content is allowed.
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- 2016
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13. An optimized adaptive streaming framework for interactive immersive video experiences
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Peter Quax, Wim Lamotte, Gustavo Rovelo Ruiz, Johan Claes, Jean-François Macq, Maarten Wijnants, WIJNANTS, Maarten, QUAX, Peter, ROVELO RUIZ, Gustavo, LAMOTTE, Wim, CLAES, Johan, and Macq, Jean-Francois
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Multimedia ,Computer science ,Bandwidth (signal processing) ,immersion and experience ,immersion ,360 Video ,omnidirectional ,dynamic adaptive streaming over HTTP (DASH) ,Ranging ,Video processing ,Software architecture ,Omnidirectional antenna ,computer.software_genre ,computer ,Interactive storytelling ,Transform coding ,Visualization - Abstract
This paper describes how optimized streaming strategies, based on MPEG-DASH, can be employed to power a new generation of interactive applications based on immersive video. The latter encompasses ultra-high-resolution, omnidirectional and panoramic video. The goal is to deliver experiences that are made up of multiple videos of short duration, which can be joined at run-time in an order defined through user interactions. Applications of the technology are widespread, ranging from virtual walkthroughs to interactive storytelling, the former of which will be featured in detail. The main technological challenges tackled in this paper are to deliver these experiences in a seamless fashion, at the highest quality level allowed by network conditions and on a wide range of platforms, including the Web. Besides these, the paper focuses on the two-tier software architecture of the proposed framework, as well as a short evaluation to substantiate the validity of the proposed solutions.
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- 2015
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14. Multi-viewer gesture-based interaction for omni-directional video
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Francisco Abad, Gustavo Rovelo Ruiz, Davy Vanacken, Emilio Camahort, and Kris Luyten
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Multimedia ,InformationSystems_INFORMATIONINTERFACESANDPRESENTATION(e.g.,HCI) ,Gesture recognition ,Computer science ,Omni directional ,Variation (game tree) ,computer.software_genre ,Set (psychology) ,Motion capture ,computer ,Gesture - Abstract
Omni-directional video (ODV) is a novel medium that offers viewers a 360o panoramic recording. This type of content will become more common within our living rooms in the near future, seeing that immersive displaying technologies such as 3D television are on the rise. However, little attention has been given to how to interact with ODV content. We present a gesture elicitation study in which we asked users to perform mid-air gestures that they consider to be appropriate for ODV interaction, both for individual as well as collocated settings. We are interested in the gesture variations and adaptations that come forth from individual and collocated usage. To this end, we gathered quantitative and qualitative data by means of observations, motion capture, questionnaires and interviews. This data resulted in a user-defined gesture set for ODV, alongside an in-depth analysis of the variation in gestures we observed during the study.
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- 2014
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15. Theory-Informed Design Guidelines for Shared Decision Making Tools for Health Behaviour Change
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Cindel Bonneux, Paul Dendale, Gustavo Rovelo Ruiz, and Karin Coninx
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Persuasion ,Behaviour change ,Knowledge management ,Computer science ,business.industry ,media_common.quotation_subject ,Perspective (graphical) ,Design elements and principles ,Context (language use) ,Health care ,eHealth ,Decision aids ,business ,media_common - Abstract
Recently, the design and development of persuasive applications to support behaviour change in healthcare have gained interest. However, achieving sustained behaviour change remains challenging. Shared decision making (SDM) is increasingly advocated for making preference-sensitive decisions. In SDM, the patient and caregiver combine the patient’s preferences, values, goals, and context with the medical evidence and expert opinions to make an informed decision. The link between shared decision making and behaviour change has not yet been investigated thoroughly. Furthermore, there is little guidance on designing applications providing SDM support. In this paper, we focus on how SDM can help in achieving sustained behaviour change by presenting how SDM can bring in the caregiver perspective in the well-known, patient-oriented Fogg Behaviour Model. We propose seven principles to design a system aimed at supporting patients and caregivers during SDM encounters when making decisions regarding behaviour change. We conclude with an illustration of how our proposed design principles have been applied in two existing applications developed to support SDM for behaviour change.
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