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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 Unpaywall
IN MY: ORCID
2
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: 2023 International Conference on Machine Learning and Applications (ICMLA)
INDEXED IN: CrossRef Unpaywall
3
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
IN MY: DBLP
4
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: CoRR, VOLUME: abs/2304.04579
INDEXED IN: DBLP CrossRef Unpaywall
IN MY: ORCID | DBLP
5
TITLE: Deep learning-based human action recognition to leverage context awareness in collaborative assembly
AUTHORS: Moutinho, Duarte ; Rocha, Luis F. ; Costa, Carlos M. ; Luis F. Teixeira ; Veiga, Germano ;
PUBLISHED: 2023, SOURCE: ROBOTICS AND COMPUTER-INTEGRATED MANUFACTURING, VOLUME: 80
INDEXED IN: Scopus WOS DBLP CrossRef Unpaywall
IN MY: ORCID | DBLP
6
TITLE: Evaluating Privacy on Synthetic Images Generated using GANs: Contributions of the VCMI Team to ImageCLEFmedical GANs 2023 PDF
AUTHORS: Helena Montenegro; Pedro C Neto ; Cristiano Patrício; Isabel Rio Torto; Tiago Gonçalves; Luis F. Teixeira ;
PUBLISHED: 2023, SOURCE: 24th Working Notes of the Conference and Labs of the Evaluation Forum, CLEF-WN 2023 in Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2023), Thessaloniki, Greece, September 18th to 21st, 2023., VOLUME: 3497
INDEXED IN: Scopus DBLP
IN MY: DBLP
7
TITLE: GASTeN: Generative Adversarial Stress Test Networks
AUTHORS: Cunha, Luis; Soares, Carlos ; André Restivo ; Luis F. Teixeira ;
PUBLISHED: 2023, SOURCE: 21st International Symposium on Intelligent Data Analysis (IDA) in ADVANCES IN INTELLIGENT DATA ANALYSIS XXI, IDA 2023, VOLUME: 13876
INDEXED IN: Scopus WOS DBLP CrossRef Unpaywall
IN MY: ORCID | DBLP
8
TITLE: MobileWeatherNet for LiDAR-Only Weather Estimation
AUTHORS: da Silva, Martim Pinto; Carneiro, Diogo; Fernandes, Joao ; Luis F. Teixeira ;
PUBLISHED: 2023, SOURCE: International Joint Conference on Neural Networks (IJCNN) in 2023 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS, IJCNN, VOLUME: 2023-June
INDEXED IN: Scopus WOS DBLP CrossRef: 1 Unpaywall
IN MY: ORCID | DBLP
9
TITLE: Towards Concept-based Interpretability of Skin Lesion Diagnosis using Vision-Language Models
AUTHORS: Cristiano Patrício ; Luis F. Teixeira ; João C Neves;
PUBLISHED: 2023, SOURCE: CoRR, VOLUME: abs/2311.14339
INDEXED IN: DBLP
IN MY: DBLP
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