UceWeb: a web-based collaborative tool for collecting and sharing quality of life data.
@article{Parimbelli2015UceWebAW,
title={UceWeb: a web-based collaborative tool for collecting and sharing quality of life data.},
author={Enea Parimbelli and Lucia Sacchi and Stefania Rubrichi and Andrea Mazzanti and Silvana Quaglini},
journal={Methods of information in medicine},
year={2015},
volume={54 2},
pages={
156-63
}
}OBJECTIVES
This work aims at building a platform where quality-of-life data, namely utility coefficients, can be elicited not only for immediate use, but also systematically stored together with patient profiles to build a public repository to be further exploited in studies on specific target populations (e.g. cost/utility analyses).
METHODS
We capitalized on utility theory and previous experience to define a set of desirable features such a tool should show to facilitate sound elicitation…
15 Citations
Collaborative Filtering for Estimating Health Related Utilities in Decision Support Systems
- Computer ScienceAIME
- 2015
The effort is devoted to enhance traditional elicitation techniques proposing a methodology to predict patients’ health-related utility coefficients by means of integrating different data sources such as medical surveys, questionnaires and utility elicitation tools along with patient self-reported experiences in the form of natural language.
Eliciting and Exploiting Utility Coefficients in an Integrated Environment for Shared Decision-Making.
- MedicineMethods of information in medicine
- 2019
An integrated environment to facilitate shared decision-making in the clinical practice is developed with a set of production rules that recommend the optimal elicitation method according to the patient's profile and health state and a functionality for quantifying and running decision trees defined through the commercial software TreeAge.
How to identify and treat data inconsistencies when eliciting health-state utility values for patient-centered decision making
- MedicineArtif. Intell. Medicine
- 2020
Assessment of a personalized and distributed patient guidance system
- MedicineInt. J. Medical Informatics
- 2017
MobiGuide: a personalized and patient-centric decision-support system and its evaluation in the atrial fibrillation and gestational diabetes domains
- MedicineUser Modeling and User-Adapted Interaction
- 2017
The knowledge elicitation and specification methodologies that are developed for making CIGs patient-centered and enabling their personalization are explained and demonstrated and feasibility is demonstrated in two very different clinical domains and two different geographic sites.
Quality of life and health-related utility after head&neck cancer surgery
- MedicinemedRxiv
- 2021
The study provides utility values that can be used not only for a specific cost-utility analysis, but for future studies involving health states following trans-oral head & neck surgery, and confirms that some UCs vary among countries, demanding for tailored elicitation tasks.
Treatment selection for life-critical shared decision making under ranges of health-state utility scenarios
- MedicineJ. Biomed. Informatics
- 2021
Computer-Assessed Preference-Based Quality of Life in Patients with Spinal Cord Injury
- Medicine, PsychologyBioMed research international
- 2017
Demographic and clinical variables are useful to predict QoL but do not completely capture utility coefficients variability, therefore, direct preference-based utility elicitation should be strengthened.
Quality of life and health-related utility after trans-oral surgery for head and neck cancers
- Medicine, Political ScienceHealth and Quality of Life Outcomes
- 2021
Health utility coefficients for the Swiss population for health states following minimally invasive trans-oral surgery provide utility values that can be used not only for a specific cost-utility analysis, but also for future studies involving the same health states.
Towards the Economic Evaluation of Two Mini-invasive Surgical Techniques for Head&Neck Cancer: A Customizable Model for Different Populations
- MedicineAIME
- 2019
A two-stage model, composed by a first decision tree ac-counting for the surgical complications and need for additional treatments, which in turn are used as initial conditions for a second decision tree that models long-term outcomes through a Markov process is built.
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