Alexandre Bernardino

schoolHigher Technical Institutebar_chart#3287 Global Rank

Total Papers

HCI Rank

#3287

Research Areas

Years Active

Recent Publications

Values Across Contexts: Understanding How Older Adults Enact What Matters Through Technology

As populations age and technology becomes more pervasive, understanding the alignment between older adults' values and technology design is paramount. More research is needed to understand how older adults’ living contexts shape their values and the use of technology. To address this, through a multi-context study, we…

IUI '224th AuthorAI-Assisted Decision-Making & Automation +1

Towards Efficient Annotations for a Human-AI Collaborative, Clinical Decision Support System: A Case Study on Physical Stroke Rehabilitation Assessment

Machine learning (ML) algorithms are increasingly being explored to support various decision-making tasks in healthcare (e.g. rehabilitation assessment). However, the development of such ML-based decision support systems is challenging due to the expensive process to collect an annotated dataset. In this paper, we des…

CHI '214th AuthorAI-Assisted Decision-Making & Automation +1

A Human-AI Collaborative Approach for Clinical Decision Making on Rehabilitation Assessment

Advances in artificial intelligence (AI) have made it increasingly applicable to supplement expert's decision-making in the form of a decision support system on various tasks. For instance, an AI-based system can provide therapists quantitative analysis on patient's status to improve practices of rehabilitation assess…

CSCW '204th AuthorUX of AI

Co-Design and Evaluation of an Intelligent Decision Support System for Stroke Rehabilitation Assessment

Decision support systems have a potential to improve work flows of experts in practice (e.g. therapist's evidence-based rehabilitation assessment). However, the adoption of these systems is challenging and the gains of these systems have not fully demonstrated yet. In this paper, we identified the needs of therapists…

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