Exploring Visual Attention and Machine Learning in 3D Visualization of Medical Temporal Data

Silva, Leonardo Souza; Aranha, Renan Vinícius; Ribeiro, Matheus A. O.; Nakamura, Ricardo; Nunes, Fátima L. S.

doi:10.1109/cbms49503.2020.00035

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Computer-aided Diagnosis and Therapy1

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2020

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“…Thus, we seek to advance the visualization of temporal data in 3D space, through personalized visualizations based on capturing the users' preferences. While in [15] the use of rule-based learning is discussed in the personalization of visualization of temporal data, in [16] the results of a controlled experiment carried out with health professionals are presented. The proposed approach is extensible to other domains that share data that can be organized into informational clusters.…”

Section: Computer-aided Diagnosis and Therapymentioning

confidence: 99%

Virtual Reality, Augmented Reality and Beyond: Laboratory of Computer Applications for Health Care at University of São Paulo

Nunes¹,

Aranha

Testa

et al. 2020

Revista CI

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The Laboratory of Computer Applications for Health Care at University of São Paulo develop multidisciplinary research involving Computer Science areas and other knowledge fields such as Physiotherapy, Psychiatry, Radiology, and Cardiology. Most studies use concepts besides Computer Science, by aggregating knowledge to solve real problems. In this paper we present the main projects in Virtual Reality and Augmented Reality areas, highlighting serious games, computer-aided diagnosis and therapy, simulation and training. Besides the social and scientific impact inherent to the type of the developed research, some systems are available to health professionals in order to allow technology transfer and consequent technological and economic impact in daily activities of health tasks.

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Section: Computer-aided Diagnosis and Therapymentioning

confidence: 99%