Zobrazeno 1 - 7
of 7
pro vyhledávání: '"Sousa, Sandra Costa"'
Autor:
Hsieh, Chihcheng, Moreira, Catarina, Nobre, Isabel Blanco, Sousa, Sandra Costa, Ouyang, Chun, Brereton, Margot, Jorge, Joaquim, Nascimento, Jacinto C.
X-ray images are vital in medical diagnostics, but their effectiveness is limited without clinical context. Radiologists often find chest X-rays insufficient for diagnosing underlying diseases, necessitating comprehensive clinical features and data i
Externí odkaz:
http://arxiv.org/abs/2407.08227
Autor:
Hsieh, Chihcheng, Nobre, Isabel Blanco, Sousa, Sandra Costa, Ouyang, Chun, Brereton, Margot, Nascimento, Jacinto C., Jorge, Joaquim, Moreira, Catarina
This study investigates the effects of including patients' clinical information on the performance of deep learning (DL) classifiers for disease location in chest X-ray images. Although current classifiers achieve high performance using chest X-ray i
Externí odkaz:
http://arxiv.org/abs/2302.13390
Autor:
Luís, André, Hsieh, Chihcheng, Nobre, Isabel Blanco, Sousa, Sandra Costa, Maciel, Anderson, Moreira, Catarina, Jorge, Joaquim
This paper proposes a novel multimodal DL architecture incorporating medical images and eye-tracking data for abnormality detection in chest x-rays. Our results show that applying eye gaze data directly into DL architectures does not show superior pr
Externí odkaz:
http://arxiv.org/abs/2302.02940
Autor:
Moreira, Catarina, Nobre, Isabel Blanco, Sousa, Sandra Costa, Pereira, João Madeiras, Jorge, Joaquim
Publikováno v:
1st International Workshop on XR for Healthcare and Wellbeing, 2022
There is a growing need to assist radiologists in performing X-ray readings and diagnoses fast, comfortably, and effectively. As radiologists strive to maximize productivity, it is essential to consider the impact of reading rooms in interpreting com
Externí odkaz:
http://arxiv.org/abs/2203.01643
Autor:
Neves, José, Hsieh, Chihcheng, Nobre, Isabel Blanco, Sousa, Sandra Costa, Ouyang, Chun, Maciel, Anderson, Duchowski, Andrew, Jorge, Joaquim, Moreira, Catarina
Publikováno v:
In European Journal of Radiology March 2024 172
Autor:
Hsieh, Chihcheng, Luís, André, Neves, José, Nobre, Isabel Blanco, Sousa, Sandra Costa, Ouyang, Chun, Jorge, Joaquim, Moreira, Catarina
Publikováno v:
Machine Learning & Knowledge Extraction; Jun2024, Vol. 6 Issue 2, p1055-1071, 17p
Autor:
Hsieh C; Queensland University of Technology, Brisbane, Australia., Nobre IB; Lusíadas Knowledge Center, Imageology Department, Lisbon, Portugal., Sousa SC; Lusíadas Knowledge Center, Imageology Department, Lisbon, Portugal., Ouyang C; Queensland University of Technology, Brisbane, Australia., Brereton M; Queensland University of Technology, Brisbane, Australia., Nascimento JC; Institute for Systems and Robotics, Instituto Superior Técnico, University of Lisbon, Lisbon, Portugal., Jorge J; Instituto Superior Técnico, University of Lisbon, Portugal, Lisbon, Portugal., Moreira C; Queensland University of Technology, Brisbane, Australia. catarina.pintomoreira@uts.edu.au.; Instituto Superior Técnico, University of Lisbon, Portugal, Lisbon, Portugal. catarina.pintomoreira@uts.edu.au.; Human Technology Institute, University of Technology Sydney, Ultimo, Australia. catarina.pintomoreira@uts.edu.au.; INESC-ID, Lisbon, Portugal. catarina.pintomoreira@uts.edu.au.
Publikováno v:
Scientific reports [Sci Rep] 2023 Sep 23; Vol. 13 (1), pp. 15873. Date of Electronic Publication: 2023 Sep 23.