Luís Filipe Pinto de Almeida Teixeira


AuthID: R-000-9G9

Confirmed Publications: 65



1
TITLE: Explainable Deep Learning Methods in Medical Image Classification: A Survey
AUTHORS: Cristiano Patrício ; João Neves; Luis F. Teixeira ;
PUBLISHED: 2024, SOURCE: ACM COMPUTING SURVEYS, VOLUME: 56, ISSUE: 4
INDEXED IN: Scopus WOS DBLP CrossRef: 16 Unpaywall
IN MY: ORCID | DBLP | CIÊNCIAVITAE
2
TITLE: Finding Patterns in Ambiguity: Interpretable Stress Testing in the Decision~Boundary
AUTHORS: Inês Gomes; Luis F. Teixeira ; Jan N van Rijn; Carlos Soares ; André Restivo ; Luís Cunha; Moisés Santos;
PUBLISHED: 2024, SOURCE: CoRR, VOLUME: abs/2408.06302
INDEXED IN: DBLP
IN MY: DBLP
3
TITLE: Latent diffusion models for Privacy-preserving Medical Case-based Explanations PDF
AUTHORS: Filipe Campos; Liliana Petrychenko; Luis F. Teixeira ; Wilson Silva;
PUBLISHED: 2024, SOURCE: Proceedings of the First Workshop on Explainable Artificial Intelligence for the Medical Domain (EXPLIMED 2024) co-located with 27th European Conference on Artificial Intelligence (ECAI 2024), Santiago de Compostela, Spain, October 20, 2024., VOLUME: 3831
INDEXED IN: Scopus DBLP
4
TITLE: Markerless Multi-view 3D Human Pose Estimation: a survey
AUTHORS: Ana Filipa Rodrigues Nogueira; Hélder P Oliveira ; Luis F. Teixeira ;
PUBLISHED: 2024, SOURCE: CoRR, VOLUME: abs/2407.03817
INDEXED IN: DBLP
5
TITLE: Multimodal PointPillars for Efficient Object Detection in Autonomous Vehicles
AUTHORS: Margarida Oliveira; Ricardo Cerqueira; Joao Ribeiro Pinto ; Joaquim Fonseca; Luis F. Teixeira ;
PUBLISHED: 2024, SOURCE: IEEE Transactions on Intelligent Vehicles
INDEXED IN: Scopus CrossRef: 1 Unpaywall
6
TITLE: On the Suitability of B-cos Networks for the Medical Domain
AUTHORS: Isabel Rio Torto ; Tiago Gonçalves ; Jaime S Cardoso ; Luis F. Teixeira ;
PUBLISHED: 2024, SOURCE: 21st IEEE International Symposium on Biomedical Imaging, ISBI 2024 in IEEE International Symposium on Biomedical Imaging, ISBI 2024, Athens, Greece, May 27-30, 2024
INDEXED IN: Scopus DBLP CrossRef Unpaywall
IN MY: DBLP
7
TITLE: Towards Concept-Based Interpretability of Skin Lesion Diagnosis Using Vision-Language Models
AUTHORS: Cristiano Patrício ; Luis F. Teixeira ; João C Neves;
PUBLISHED: 2024, SOURCE: 21st IEEE International Symposium on Biomedical Imaging, ISBI 2024 in IEEE International Symposium on Biomedical Imaging, ISBI 2024, Athens, Greece, May 27-30, 2024
INDEXED IN: Scopus DBLP CrossRef Unpaywall
IN MY: DBLP
8
TITLE: Unsupervised Contrastive Analysis for Salient Pattern Detection using Conditional Diffusion Models
AUTHORS: Cristiano Patrício; Carlo Alberto Barbano; Attilio Fiandrotti; Riccardo Renzulli; Marco Grangetto; Luis F. Teixeira ; João C Neves;
PUBLISHED: 2024, SOURCE: CoRR, VOLUME: abs/2406.00772
INDEXED IN: DBLP
IN MY: DBLP
9
TITLE: Attention-Based Regularisation for Improved Generalisability in Medical Multi-Centre Data
AUTHORS: Daniel Silva ; Georgios Agrotis; Regina Beets Tan; Luis F. Teixeira ; Wilson Silva;
PUBLISHED: 2023, SOURCE: 22nd IEEE International Conference on Machine Learning and Applications, ICMLA 2023 in International Conference on Machine Learning and Applications, ICMLA 2023, Jacksonville, FL, USA, December 15-17, 2023
INDEXED IN: Scopus DBLP CrossRef Unpaywall
IN MY: DBLP
10
TITLE: Coherent Concept-based Explanations in Medical Image and Its Application to Skin Lesion Diagnosis
AUTHORS: Cristiano Patrício ; João C Neves; Luis F. Teixeira ;
PUBLISHED: 2023, SOURCE: 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2023 in IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2023 - Workshops, Vancouver, BC, Canada, June 17-24, 2023, VOLUME: 2023-June
INDEXED IN: Scopus DBLP CrossRef: 5 Unpaywall
IN MY: ORCID | DBLP | CIÊNCIAVITAE
Page 1 of 7. Total results: 65.

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